@article {393, title = {Pareto Optimal Selection via SPRINT-Race}, journal = {IEEE Transactions on Cybernetics}, volume = {48}, year = {2018}, month = {02/2018}, pages = {596-610}, author = {T. Zhang and M. Georgiopoulos,R. DeMara,,, and G. C. Anagnostopoulos} } @article {392, title = {A Simple Method for Solving the SVM Regularization Path for Semi-Definite Kernels}, journal = {IEEE Transactions on Neural Networks and Learning Systems}, volume = {27}, year = {2016}, month = {2016}, pages = {709-722}, author = {C. Sentelle and G. C. Anagnostopoulos and M. Georgiopoulos,R. DeMara,,,} } @article {391, title = {Multi-Objective Model Selection via Racing}, journal = {IEEE Transactions on Cybernetics}, volume = {46}, year = {2015}, month = {08/2015}, pages = {1863-1876}, author = {T. Zhang and M. Georgiopoulos,R. DeMara,,, and G. C. Anagnostopoulos} } @article {390, title = {Multi-Task Classification Hypothesis Space with Improved Generalization Bounds}, journal = {IEEE Transactions on Neural Networks and Learning Systems}, volume = {26}, year = {2015}, month = {7/2015}, pages = {1468-1479}, author = {C. Li and M. Georgiopoulos,R. DeMara,,, and G. C. Anagnostopoulos} } @article {389, title = {Pareto-Path Multi-Task Multiple Kernel Learning}, journal = {IEEE Transactions on Neural Networks and Learning Systems}, volume = {26}, year = {2015}, month = {2015}, pages = {51-61}, chapter = {51}, author = {C. Li and M. Georgiopoulos,R. DeMara,,, and G. C. Anagnostopoulos} } @conference {384, title = {Conic Multi-Task Classification}, booktitle = {ECML PKDD 2014}, year = {2014}, month = {09/2014}, address = {Nancy, France, September 15-19}, author = {C. Li and M. Georgiopoulos and G. C. Anagnostopoulos} } @article {385, title = {Generative Neural Networks for Multi-Task Life-Long Learning}, journal = {The Computer Journal}, volume = {57}, year = {2014}, month = {10/2014}, pages = {427-450}, author = {J. Reeder and M. Georgiopoulos} } @article {388, title = {Multi-Task Classification Hypothesis Space with Improved Generalization Bounds }, journal = {IEEE Transactions on Neural Networks and Learning Systems}, volume = {accepted for publication (acceptance was communicated in July 2014)}, year = {2014}, author = {C. Li and M. Georgiopoulos and G. C. Anagnostopoulos} } @conference {383, title = {Online Model Racing Based on Extreme Performance}, booktitle = {GECCO 2014}, year = {2014}, month = {07/2014}, address = {Vancouver, Canada, July 12-16, 2014, accepted for publication}, author = {T. Zhang and M. Georgiopoulos and G. C. Anagnostopoulos} } @article {387, title = {Pareto-Path Multi-task Multiple Kernel Learning}, journal = {IEEE Transactions on Neural Networks and Learning Systems}, volume = {accepted for publication (acceptance was communicated in June 2014)}, year = {2014}, author = {C. Li and M. Georgiopoulos and G. C. Anagnostopoulos} } @article {386, title = {A Unifying Framework for Typical Multitask, Multiple Kernel Learning Problems}, journal = {IEEE Transactions on Neural Networks and Learning Systems}, volume = {25}, year = {2014}, month = {07/2014}, pages = {1287-1297}, author = {C. Li and M. Georgiopoulos and G. C. Anagnostopoulos} } @proceedings {379, title = {Internships and Undergraduate Research: Impact, Support, and Institutionalization of an NSF S-STEM Program through Partnerships with Industry and Funding from Federal and Local Workforce Agencies}, year = {2013}, month = {06/2013}, edition = {Session AC 2011-1377}, address = {Atlanta, GA, June 23-26}, author = {L. Massi and M. Georgiopoulos and C. Y. Young and C. M. Ford and P. Lancey and D. Bhati and K. A. Small} } @conference {381, title = {Kernel-based Distance Metric Learning in the Output Space}, booktitle = {International Joint Conference on Neural Networks (IJCNN)}, year = {2013}, month = {08/2013}, address = {Dallas, TX, August 04-09}, author = {C. Li and M. Georgiopoulos and G. C. Anagnostopoulos} } @conference {382, title = {Reduced Rank Local Distance Metric Learning}, booktitle = {European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML and PKDD 2013)}, year = {2013}, month = {09/2013}, address = {Prague, Czech Republic, September 23-27}, author = {Y. Huang and C. Li and M. Georgiopoulos and G. C. Anagnostopoulos} } @proceedings {380, title = {S-RACE: A Multi-objective Racing Algorithm}, year = {2013}, month = {07/2013}, pages = {1565-1572}, address = {Amsterdam, the Netherlands, July 6-10}, author = {T. Zhang and M. Georgiopoulos and G. C. Anagnostopoulos} } @conference {378, title = {Engineering and Computer Science Community College Transfers and Native Freshmen Students: Relationships Among Participation in Extra-Curricular and Co-Curricular Activities, Connecting to the University Campus, and Academic Success}, booktitle = {Frontiers in Education Conference}, year = {2012}, month = {10/2012}, address = {Seattle, WA, October 3-6}, author = {L. Massi and P. Lancey and U. Nair and R. Straney and M. Georgiopoulos and C. Young} } @proceedings {377, title = {A Winner-Take-All Methodology: Finding the Best Evolutionary Algorithm for the Global Optimization of Functions}, year = {2012}, month = {07/2012}, pages = {1515-1516}, address = {Philadelphia, July 7th-July 11th}, author = {T. Zhang and G. Borrero and M. Georgiopoulos} } @conference {528, title = {Accelerated Learning of Generalized Sammon Mappings}, booktitle = {International Joint Conference on Neural Networks (IJCNN)}, year = {2011}, month = {07/31-08/05}, address = {San Jose, CA}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/400.pdf}, author = {Y.Huang and M. Georgiopoulos,R. DeMara,,, and G.C. Anagnostopoulos,M. Georgiopoulos,,,,,} } @article {532, title = {Improving Student Learning in Calculus through Applications}, journal = {International Journal of Mathematical Education in Science and Technology}, volume = {42}, year = {2011}, pages = {591-604}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/404.pdf}, author = {C. Young and M. Georgiopoulos and S. Hagen and C. Geiger and M. Dagley-Falls and A. Islas and P. Ramsey and P. Lancey and D. Forde and E. Bradbury} } @conference {531, title = {Kernel Principal Subspace Mahalanobis Distances for Outlier Detection}, booktitle = {International Joint Conference on Neural Networks (IJCNN)}, year = {2011}, month = {07/31-08/05}, address = {San Jose, CA}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/402.pdf}, author = {C.Li and M. Georgiopoulos,R. DeMara,,, and G.C. Anagnostopoulos,M. Georgiopoulos,,,,,} } @article {530, title = {Learning in the Feed-Forward Random Neural Network: A Critical Review}, journal = {Performance Evaluation}, volume = {68}, year = {2011}, month = {April 2011}, pages = {361-384}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/403.pdf}, author = {M. Georgiopoulos and C. Li and T. Kocak} } @conference {529, title = {Multi-Objective Evolutionary Optimization of Exemplar-Based Classifiers: A PNN Test Case}, booktitle = {International Joint Conference on Neural Networks (IJCNN)}, year = {2011}, month = {07/31-08/05}, address = {San Jose, CA}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/401.pdf}, author = {T.Rubio and T. Zhang and M. Georgiopoulos and A. Kaylani} } @article {408, title = {APHID: An architecture for private, high-performance integrated data-mining}, journal = {Journal of Future Generation Computer Systems}, volume = {26}, year = {2010}, month = {July 2010}, pages = {891-904}, author = {J. Secretan and A. Koufakou and M. Georgiopoulos and K. Cardona} } @article {410, title = {A fast outlier detection strategy for distributed high dimensional datasets with mixed attributes}, journal = {Data Mining and Knowledge Discovery}, volume = {20}, year = {2010}, month = {March 2010}, pages = {259-289}, doi = {10.1007/s10618-009-0148-z}, author = {A. Koufakou and M. Georgiopoulos} } @article {407, title = {A Genetically Engineered Probabilistic Neural Network}, journal = {Nonlinear Analysis: Theory, Methods \& Applications}, volume = {73}, year = {2010}, month = {September 2010}, pages = {1783-1791}, author = {R. Miguez and M. Georgiopoulos and A. Kaylani} } @conference {413, title = {Imitating personalized expressions through an Avatar using Machine Learning}, booktitle = {Proceedings of the 23rd International FLAIRS conference}, year = {2010}, month = {May 2010}, author = {C. Puklavage and A. Pirela and A.J. Gonzalez and M. Georgiopoulos} } @conference {411, title = {Influencing sense of community in a STEM living-learning community: An NSF STEP funded project}, booktitle = {Proceedings of the 2010 ASEE Conference and Exposition}, year = {2010}, author = {M. Dagley-Falls and M. Georgiopoulos and C. Young} } @conference {520, title = {Learning in the Feed-Forward Random Neural Network: A Critical Review}, booktitle = {the 25th International Symposium on Computer and Information Sciences}, year = {2010}, month = {Sep22-24, 2010}, address = {London, UK}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/3I12.pdf}, author = {M. Georgiopoulos and C. Li and T. Kocak} } @article {405, title = {Learning in the Feed-Forward Random Neural Network: A Critical Review}, journal = {Performance Evaluation}, year = {2010}, month = {August 2010}, author = {M. Georgiopoulos and C. Li and T. Kocak} } @article {409, title = {MO-GART: An adaptive multi-objective approach to evolving ART architectures}, journal = {IEEE Transactions on Neural Networks}, volume = {21}, number = {4}, year = {2010}, month = {April 2010}, pages = {529-550}, author = {A. Kaylani and M. Georgiopoulos and M. Mollaghasemi and G. Anagnostopoulos} } @article {1008, title = {MO-GART: An adaptive multi-objective approach to evolving ART architectures}, journal = {IEEE Transactions on Neural Networks}, volume = {21}, number = {4}, year = {2010}, month = {April}, pages = {529-550}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/421.pdf}, author = {A. Kaylani and M. Georgiopoulos and M. Mollaghasemi and G. Anagnostopoulos} } @article {406, title = {Non-derivable itemsets for fast outlier detection in large high dimensional categorical data}, journal = {Knowledge and Information Systems}, year = {2010}, month = {Dec. 2010}, pages = {1-29}, doi = {10.1007/s10115-010-0343-7}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/252.pdf}, author = {A. Koufakou and J. Secretan and M. Georgiopoulos} } @article {412, title = {Similarity Kernels for Nearest Neighbor-based Outlier Detection}, journal = {Lecture Notes in Computer Science}, volume = {6065/2010}, year = {2010}, month = {May 2010}, pages = {159-170}, doi = {10.1007/978-3-642-13062-5_16}, author = {R. Ramirez-Padron and D. Foregger and J. Manuel and M. Georgiopoulos and B. Mederos} } @article {415, title = {AG-ART: An Adaptive Method of Evolving ART Architectures}, journal = {Neurocomputing}, volume = {72}, number = {10-12}, year = {2009}, pages = {2079-2092}, author = {A. Kaylani and M. Georgiopoulos and M. Mollaghasemi and G. Anagnostopoulos} } @conference {512, title = {APHID: A practical architecture for high-performance, privacy preserving, data-mining}, booktitle = {DMIN 2009}, year = {2009}, month = {July 13-16, 2009}, address = {Las Vegas,NV}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/3165.pdf}, author = {J. Secretan and A. Koufakou and M. Georgiopoulos} } @conference {513, title = {An efficient active set method for SVM training without singular inner problems}, booktitle = {the IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN 2009)}, year = {2009}, month = {June 14-19, 2009}, address = {Atlanta, GA}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/3168.pdf}, author = {C. Sentelle and G.C. Anagnostopoulos and M. Georgiopoulos} } @article {202, title = {A Fast Revised Simplex Method for SVM Training}, journal = {ICPR}, year = {2009}, month = {February}, address = {Tampa,Florida,USA}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/248.pdf}, author = {C. Sentelle and G.C. Anagnostopoulos,M. Georgiopoulos} } @article {414, title = {A Sustainable Model for Integrating Current Topics in Machine Learning Research in the Undergraduate Curriculum}, journal = {IEEE Transactions on Education}, volume = {52}, number = {4}, year = {2009}, month = {November 2009}, pages = {503-512}, author = {M. Georgiopoulos and R.F. DeMara and A.J. Gonzalez and A.S. Wu and M. Mollaghasemi and E. Gelenbe and M. Kysilka and J. Secretan and C. A. Sharma and A. J. Alnsour} } @conference {509, title = {A Backward adjusting strategy for the C4.5 decision tree classifier, and the effect of the C4.5 parameters on the tree{\textquoteright}s performance}, booktitle = {21st Artificial Intelligence Research Symposium}, year = {2008}, month = {May 14-17, 2008}, address = {Coconut Grove, FL}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/3160.pdf}, author = {J. R. Beck and M. E. Garcia and M. Zhong and M. Georgiopoulos and G.C. Anagnostopoulos} } @article {205, title = {Classification of noisy patterns using ARTMAP-based neural networks}, journal = {Proceedings SPIE; Conference on Visual Information Processing IX}, year = {2008}, month = {May}, pages = {2-13}, address = {Orlando,FL, USA}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/229.pdf}, author = {D. Charalampidis and G.C. Anagnostopoulos and T. Kasparis and M. Georgiopoulos} } @article {208, title = {Detecting Outliers in High-Dimensional Datasets with Mixed Attributes}, journal = {International Conference on Data Mining (DMIN 2008)}, year = {2008}, month = {July}, address = {L. Vegas,NV}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/246.pdf}, author = {A. Koufakou and M. Georgiopoulos and G.C. Anagnostopoulos} } @conference {510, title = {Efficient Evolution of ART Neural Networks}, booktitle = {2008 IEEE Congress on Evolutionary Computation (IEEE CEC 2008)}, year = {2008}, month = {June 106, 2008}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/3163.pdf}, author = {A. Kaylani and M. Georgiopoulos and M. Mollaghasemi and G. Anagnostopoulos} } @article {209, title = {Fast Parallel Outlier Detection for Categorical Datasets using MapReduce}, journal = {IEEE World Congress on Computational Intelligence (WCCI)}, year = {2008}, address = {Hong Kong}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/247.pdf}, author = {A. Koufakou and J. Secretan and J. Reeder and K. Cardona and M. Georgiopoulos} } @article {207, title = {Hierarchical ARTMAP}, journal = {Proceedings of the International Joint Conference on Neural Networks (IJCNN)}, year = {2008}, month = {May}, pages = {41{\textendash}46}, address = {Como,Italy}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/233.pdf}, author = {S. Verzi and G. Heileman and M. Georgiopoulos and M. Healy} } @article {204, title = {Intelligent Trading Agents for Massively Multi-player Game Economies}, journal = {Proceedings of the Fourth Artificial Intelligence and Interactive Digital Entertainment Conference}, year = {2008}, month = {October}, pages = {102{\textendash}107}, address = {Stanford,CA,USA}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/249.pdf}, author = {J. Reeder and S. Gita and M. Georgiopoulos and G.C. Anagnostopoulos} } @article {203, title = {Interactively Evolved Modular Neural Networks for Game Agent Control}, journal = {IEEE Symposium on Computational Intelligence and Games (CIG 08}, year = {2008}, month = {December}, pages = {167{\textendash}174}, address = {Perth,Australia}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/250.pdf}, author = {J. Reeder and R. Miguez and J. Sparks and M. Georgiopoulos and G.C. Anagnostopoulos} } @article {439, title = {A k -norm pruning algorithm for decision tree classifiers based on error rate estimation}, journal = {Machine Learning}, volume = {71}, number = {1}, year = {2008}, pages = {55-88}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/A k -norm pruning algorithm for decision tree classifiers based on error rate estimation.pdf}, author = {M. Zhong and M. Georgiopoulos and G.C. Anagnostopoulos} } @conference {511, title = {MO-GART: Multi-Objective Optimization of ART Architectures}, booktitle = {2008 IEEE Congress on Evolutionary Computation (IEEE CEC 2008)}, year = {2008}, month = {June 106, 2008}, address = {Hong Kong}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/3164.pdf}, author = {A. Kaylani and M. Georgiopoulos and M. Mollaghasemi and G. Anagnostopoulos} } @article {206, title = {Use of multifractals to detect anomalous propagation (AP) in weather radar}, journal = {Proceedings SPIE; Conference on Signals and Data Processing of Small Targets}, year = {2008}, month = {May}, pages = {13{\textendash}22}, address = {Orlando,FL,USA}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/230.pdf}, author = {D. Charalampidis and T. Kasparis and L. Jones and M. Georgiopoulos} } @article {216, title = {Analyzing the Fuzzy ARTMAP Matchtracking mechanism with Co-Objective Optimization Theory}, journal = {Proceedings of the International IEEE-INNS-ENNS Joint Conference on Neural Networks (IJCNN)}, year = {2007}, month = {August}, pages = {743{\textendash}748}, address = {Orlando,FL,USA}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/243.pdf}, author = {J. Castro and M. Georgiopoulos and J. Secretan} } @conference {506, title = {Application of Pattern Recognition Techniques to Identify Structural Change in a Laboratory Specimen}, booktitle = {he SPIE Smart Structures and Materials \& Nondestructive Evaluation and Health Monitoring Conference}, year = {2007}, month = {March 18-22,2007}, address = {San Diego, CA}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/3150.pdf}, author = {M. Gul and F. N. Catbas and M. Georgiopoulos} } @article {218, title = {Brokering Algorithms for Composing Low Cost Distributed Storage Resources}, year = {2007}, month = {June}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/9.pdf}, author = {J. Secretan and M. Lawson and L. Boloni} } @conference {505, title = {Experiments with an Innovative Tree Pruning Algorithm}, booktitle = {IASTED International Conference on Artificial Intelligence and Applications}, year = {2007}, month = {Feb 11-14, 2007}, address = {Innsbruck, Innsbruck}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/3149.pdf}, author = {M. Zhong and M. Georgiopoulos and G.C. Anagnostopoulos} } @article {161, title = {Experiments with Safe micro-ARTMAP: Effect of the Network Parameters on the Network Performance}, journal = {Neural Networks}, volume = {20.2}, year = {2007}, pages = {245{\textendash}259}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/164.pdf}, author = {M. Zhong and B. Rosander and M. Georgiopoulos and G.C. Anagnostopoulos and M. Mollaghasemi and S. Richie} } @article {212, title = {On extending the SMO algorithm sub-problem}, journal = {Proceedings of the International Joint Conference on Neural Networks (IJCNN)}, year = {2007}, month = {August}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/101.pdf}, author = {C. Sentelle and M. Georgiopoulos and G.C. Anagnostopoulos and C. Young} } @article {211, title = {A fuzzy gap statistic for Fuzzy C-Means}, journal = {Proceedings of the 11th IASTED International Conference on Artificial}, year = {2007}, month = {August}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/100.pdf}, author = {C. Sentelle and S.L. Hong and G.C. Anagnostopoulos and M. Georgiopoulos} } @conference {507, title = {A Fuzzy Gap-statistic for Fuzzy C-Means}, booktitle = {The 11th IASTED International Conference on Artificial Intelligence and Soft Computing (ASC 2007)}, year = {2007}, month = {Aug 29-31,2007}, address = {Palma de Malorca, Spain}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/3158.pdf}, author = {C. Sentelle and S.L. Hong and M. Georgiopoulos and G.C. Anagnostopoulos} } @article {214, title = {Genetic Optimization of ART Neural Network Architectures}, journal = {Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN 2007)}, year = {2007}, month = {August}, pages = {379{\textendash}384}, address = {Orlando,FL,USA}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/113.pdf}, author = {A. Kaylani and A. Al-Daraiseh and M. Georgiopoulos and M. Mollaghasemi and G.C. Anagnostopoulos and A.S. Wu} } @article {277, title = {Genetically Engineered ART Architectures}, journal = {Heidelberg: Springer-Verlag,in Computational Intelligence Based on Lattice Theory,Studies in Computational Intelligence}, volume = {67}, year = {2007}, pages = {233{\textendash}262}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/114.pdf}, author = {A. Al-Daraiseh and A. Kaylani and M. Georgiopoulos and M. Mollaghasemi and G.C. Anagnostopoulos and V. G. Kaburlasos} } @article {437, title = {GFAM Evolving Fuzzy ARTMAP Neural Networks}, journal = {Neural Networks journal}, volume = {20}, number = {8}, year = {2007}, pages = {874-892}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/GFAM Evolving Fuzzy ARTMAP Neural Networks.pdf}, author = {A. Al-Dairaiseh and A. Kaylani and M. Georgiopoulos and M. Mollaghasemi and A.S. Wu and G. Anagnostopoulos} } @article {160, title = {GFAM:Evolving Fuzzy ARTMAP Neural Networks}, volume = {20.8}, year = {2007}, pages = {874{\textendash}892}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/108.pdf}, author = {A. Al-Daraiseh and A. Kaylani and M. Georgiopoulos and A.S. Wu and M. Mollaghasemi and G.C. Anagnostopoulos} } @article {162, title = {A heuristic algorithm for the just-in-time single machine scheduling problem with setups: A comparison with simulated annealing}, volume = {32}, year = {2007}, pages = {326{\textendash}335}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/153.pdf}, author = {G. Rabadi and G.C. Anagnostopoulos and M. Mollaghasemi} } @article {213, title = {k-Norm Misclassification Rate Estimation for Decision Trees}, journal = {Proceedings of the 11th IASTED International Conference on Artificial Intelligence and Soft Computing (ASC 2007)}, year = {2007}, month = {August}, pages = {163{\textendash}168}, address = {Palma De Mallorca,Spain}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/135.pdf}, author = {M. Zhong and M. Georgiopoulos and G.C. Anagnostopoulos} } @article {217, title = {M-GFAM:An Elegant Approach to Genetically Optimize Fuzzy ARTMAP Neural Network Architectures}, journal = {Proceedings of the 8th International Conference on Natural Computing (ICNC 2007),part of the 10th Joint Conference on Information Sciences (JCIS 2007)}, year = {2007}, month = {July}, pages = {1617-1623}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/147.pdf}, author = {A. Kaylani and M. Georgiopoulos and M. Mollaghasemi and G.C. Anagnostopoulos} } @article {165, title = {Multiclass Cancer Classification Using Semisupervised Ellipsoid ARTMAP and Particle Swarm Optimization with Gene Expression Data}, journal = {IEEE/ACM Transactions on Computational Biology and Bioinformatics}, volume = {4.}, year = {2007}, pages = {65{\textendash}77}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/152.pdf}, author = {X. Rui and G.C. Anagnostopoulos and D. Wunch II} } @article {164, title = {Pipelining of Fuzzy ARTMAP without Matchtracking: Correctness,Performance Bound and Beowulf Evaluation}, journal = {Neural Networks}, volume = {20.1}, year = {2007}, pages = {109{\textendash}128}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/98.pdf}, author = {J. Castro and J. Secretan and M. Georgiopoulos and R. DeMara and G.C. Anagnostopoulos and A. Gonzalez} } @article {210, title = {A Privacy Preserving Probabilistic Neural Network for Horizontally Partitioned Databases}, year = {2007}, month = {August}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/7.pdf}, author = {J. Secretan and M. Georgiopoulos and J. Castro} } @conference {508, title = {A scalable and efficient otlier detection strategy for categorical data}, booktitle = {Annual IEE International Conference on Tools with Artificial Intelligence, 2007 (ICTAI 2007),}, year = {2007}, month = {Oct29-31, 2007}, address = {Patras, Greece}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/3159.pdf}, author = {A. Koufakou and E. Ortiz and M. Georgiopoulos and G.C. Anagnostopoulos and M. K. Reynolds} } @article {220, title = {A Scalable and Efficient Outlier Detection Strategy for Categorical Data}, journal = {International Conference on Tools with Artificial Intelligence (ICTAI)}, year = {2007}, address = {Patras,Greece}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/26.pdf}, author = {A. Koufakou and E. Ortiz and M. Georgiopoulos and G.C. Anagnostopoulos and K. Reynolds} } @article {438, title = {Using Context-Based Neural Networks to Maintain Coherence Among Entities{\textquoteright} States in a Distributed Simulation}, journal = {The Journal of Defense Modeling and Simulation}, volume = {4}, number = {2}, year = {2007}, pages = {147-172}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/Using Context-Based Neural Networks to Maintain Coherence Among Entities{\textquoteright} States in a Distributed Simulation.pdf}, author = {A. Gonzalez and M. Georgiopoulos and R. DeMara} } @article {1007, title = {Using context-based neural networks to maintain coherence in distributed simulations}, journal = {The Journal of Defense Modeling and Simulation}, volume = {4}, number = {2}, year = {2007}, pages = {417-172}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/420.pdf}, author = {A. Gonzalez and M. Georgiopoulos and R. DeMara} } @article {221, title = {3D Reconstruction of Irregular Spaced LIDAR}, journal = {Proceedings of the 6th WSEAS International Conference on Systems Theory and Scientific Computation}, year = {2006}, month = {August}, address = {Elounda,Greece}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/127.pdf}, author = {N. Shorter and T. Kasparis} } @article {166, title = {Answer: approximate Name Search with Errors in Large Databases by a Novel Approach Based on Prefix-dictionary}, journal = {International Journal on Artificial Intelligence Tools}, volume = {15.5}, year = {2006}, pages = {839{\textendash}848}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/29.pdf}, author = {O. Kursun and A. Koufakou and A. Wakchaure and M. Georgiopoulos and K. Reynolds and R. Eaglin} } @conference {500, title = {Assessing and Evaluating our progress on the CRCD Experiences at the University of Central Florida: An NSF Project}, booktitle = {2006 ASEE}, year = {2006}, month = {June 18-21,2006}, address = {Chicago, Illinois}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/3143.pdf}, author = {M. Georgiopoulos and E. Gelenbe and R. DeMara and A. Gonzalez and M. Mollaghasemi and A. Wu and I. Russell and G. Anagnostopoulos and J. Secretan} } @conference {499, title = {Assessing and Evaluating our progress on the CRCD Experiences at the University of Central Florida: An NSF Project}, year = {2006}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/3143.pdf}, author = {M. Georgiopoulos and E. Gelenbe and R. DeMara and A. Gonzalez and M. Mollaghasemi and A. Wu and I. Russell and G. Anagnostopoulos and J. Secretan} } @article {168, title = {Boosted ARTMAP: Modifications to fuzzy ARTMAP motivated by boosting Theory}, journal = {Neural Networks}, volume = {19.4}, year = {2006}, pages = {446{\textendash}468}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/162.pdf}, author = {S. Verzi and G.L. Heileman and M. Georgiopoulos} } @article {278, title = {Comparisons of Gaussian ARTMAP and Distributed Gaussian ARTMAP Classifiers - The Category Proliferation Problem}, journal = {Evolutionary Programming,Complex Systems and Artificial Life also presented at the 2006 Artificial Neural Networks in Engineering (ANNIE)}, volume = {16}, year = {2006}, month = {November}, pages = {695{\textendash}704}, address = {St. Louis,Missouri}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/92.pdf}, author = {A. Koufakou and N. Weihs and M. Georgiopoulos and A. Al-Daraiseh} } @conference {504, title = {Comparisons of Gaussian ARTMAP and Distributed Gaussian ARTMAP: The Category Proliferation problem}, booktitle = {ANNIE 2006}, year = {2006}, month = {November 2006}, address = {St. Louis, Missouri}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/3148.pdf}, author = {A. Koufakou and N. Weihs and M. Georgiopoulos and A. Al-Daraiseh} } @article {226, title = {A Dictionary-Based Approach to Fast and Accurate Name Matching in Large Law Enforcement Databases}, journal = {IEEE Intelligence and Security Informatics (ISI) Conference}, year = {2006}, pages = {72{\textendash}82}, address = {San Diego,California}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/30.pdf}, author = {O. Kursun and A. Koufakou and B. Chen and M. Georgiopoulos and K. Reynolds and R. Eaglin} } @article {223, title = {Experiments with Safe ARTMAP and Comparisons to Other ART Networks}, journal = {Proceedings of the 2006 IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN 2006)}, year = {2006}, month = {July}, pages = {720{\textendash}727}, address = {Vancouver,British Columbia,Canada}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/144.pdf}, author = {M. Zhong and B. Rosander and M. Georgiopoulos and G.C. Anagnostopoulos and M. Mollaghasemi and S. Richie} } @conference {502, title = {Experiments with Safe Micro-ARTMAP: Effect of the Network Parameters on the Network Performance}, booktitle = {WCCI 2006}, year = {2006}, month = {July 16-21, 2006}, address = {Vancouver, Canada}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/3145.pdf}, author = {M. Zhong and B. Rosander and M. Georgiopoulos and G. Anagnostopoulos and M. Mollaghasemi and S. Richie} } @article {167, title = {Fuzzy SART Clustering for 3D Reconstruction from Irregular LIDAR Data}, volume = {2.8}, year = {2006}, pages = {1122 {\textendash} 1129}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/126.pdf}, author = {N. Shorter and T. Kasparis} } @conference {503, title = {Gap-Based Estimation: Choosing the smoothing parameters for Probabilistic and General Regression Neural Networks}, booktitle = {WCCI 2006}, year = {2006}, month = {July 16-21,2006}, address = {Vancouver, Canada}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/3146.pdf}, author = {M. Zhong and D. Coggeshall and E. G. Ghaneie and T. Pope and M. A. Rivera and M. Georgiopoulos and G.C. Anagnostopoulos} } @article {225, title = {Gap-Based Estimation: Choosing the Smoothing Parameters for Probabilistic and General Regression Neural Networks}, journal = {Proceedings of the 2006 IEEE-INNS-ENNS International Joint Conference on Neural Networks}, year = {2006}, pages = {1870{\textendash}1877}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/112.pdf}, author = {M. Zhong and D. Coggeshall and M. Georgiopoulos and G.C. Anagnostopoulos and M. Mollaghasemi and S. Richie} } @article {224, title = {Generalized Entropy for Splitting Numerical Attributes in Decision Tree Classifiers}, journal = {Proceedings of the 19th International Florida Artificial Intelligence Research Society (FLAIRS) Conference (FLAIRS 2006)}, year = {2006}, month = {May}, pages = {604{\textendash}609}, address = {Melbourne Beach,Florida}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/145.pdf}, author = {M. Zhong and M. Georgiopoulos and G.C. Anagnostopoulos and M. Mollaghasemi} } @conference {519, title = {GFAM: A genetic algorithm optimization of Fuzzy ARTMAP}, booktitle = {WCCI 2006 (Fuzzy Systems)}, year = {2006}, month = {July 16-21, 2006}, address = {Vancouver, Canada}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/3I11.pdf}, author = {A. Al-Dairaseh and M. Georgiopoulos and A.S. Wu and G. Anagnostopoulos and M. Mollaghasemi} } @article {169, title = {Learning tactical human behavior through observation of human performance}, journal = {Cybernetics{\textendash}Part B: Cybernetics,Man,IEEE Transactions on Systems}, volume = {36.1}, year = {2006}, pages = {128{\textendash}140}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/161.pdf}, author = {H.K. Fernlund and A.J. Gonzalez and M. Georgiopoulos and R. DeMara} } @article {222, title = {Methods for Parallelizing the Probabilistic Neural Network on a Beowulf Cluster Computer}, year = {2006}, month = {July}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/13.pdf}, author = {J. Secretan and M. Georgiopoulos and I. Maidhof and P. Shibly and J. Hecker} } @conference {501, title = {Project EMD-MLR: Educational Materials Development and Research in Machine Learning for Undergraduate students}, booktitle = {2006 ASEE}, year = {2006}, month = {June 18-21, 2006}, address = {Chicago, Illinois}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/3144.pdf}, author = {G.C. Anagnostopoulos and M. Georgiopoulos and K. Ports and S. Richie and N. Cardinale and M. White and V. Kepuska and P. K. Chan and A. Wu and M. Kysilka} } @conference {489, title = {Burglary data mining {\textendash} A three tiered approach: Local satte and nation-wide}, booktitle = {the 2nd Annual GIS Symposium at TU}, year = {2005}, month = {May 10-11, 2005}, address = {Troy, Alabama}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/3129.pdf}, author = {A. Koufakou and A. Wakchaure and O. Kursun and M. Georgiopoulos and K. Reynolds and R. Eaglin} } @conference {490, title = {Burglary data mining {\textendash} A three tiered approach: Local state and nation-wide}, booktitle = {the 2nd Annual GIS Symposium at TU}, year = {2005}, month = {May 10-11, 2005}, address = {Troy, Alabama}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/3131.pdf}, author = {K. Reynolds and A. Wakchaure and O. Kursun and M. Georgiopoulos and K. Reynolds and R. Eaglin} } @conference {492, title = {CRCD Experiences at the University of Central Florida: An NSF Project}, booktitle = {the ASEE 2005 Annual Conference and Exposition}, year = {2005}, month = {June 12-15 2005}, address = {Portland Oregon}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/3133.pdf}, author = {M. Georgiopoulos and E. Gelenbe and R. DeMara and A. Gonzalez and M. Kysilka and M. Mollaghasemi and A. Wu and I. Russell and G. Anagnostopoulos and J. Secretan} } @article {436, title = {Data-partitioning using the Hilbert space filling curves Effect on the speed of convergence of Fuzzy ARTMAP for large database problems}, journal = {Neural Networks}, volume = {18}, year = {2005}, pages = {967-984}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/Data-partitioning using the Hilbert space filling curves Effect on the speed of convergence of Fuzzy ARTMAP for large database problems.pdf}, author = {J. Castro and M. Georgiopoulos and R. DeMara and A. Gonzalez} } @article {172, title = {Data-partitioning using the Hilbert space filling curves: Effect on the speed of convergence of Fuzzy ARTMAP for large database problems}, journal = {Neural Networks}, volume = {18.7}, year = {2005}, pages = {967{\textendash}984}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/158.pdf}, author = {J. Castro and M. Georgiopoulos and R. DeMara and A. Gonzalez} } @conference {491, title = {Development of an Artificial Intelligent System for detection and visualization of auto theft recovery patterns}, booktitle = {Computational Intelligence Conference on Homeland Security and Public Safety (CIHSPS, 2005)}, year = {2005}, month = {Mar31{\textendash}Apr1,2005}, address = {Orlando, FL}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/3130.pdf}, author = {K. Reynolds and O. Kursun and R. Eaglin and B. Chen and M. Georgiopoulos} } @conference {494, title = {An experimental comparison of semi-supervised ARTMAP architectures, GCS, and GNC Classifiers}, booktitle = {2005 International Joint Conference on Neural Networks}, year = {2005}, month = {Jul31- Aug4,2005}, address = {Montreal, Quebec}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/3136.pdf}, author = {L. Quang and G. Anagnostopoulos and M. Georgiopoulos and K. Ports} } @conference {497, title = {Experiments with Micro-ARTMAP: Effect of the Network Parameters on the Network Performance}, booktitle = {2005 Artificial Neural Networks in Engineerin}, year = {2005}, month = {Nov 7-9, 2005}, address = {St. Louis, MI}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/3139.pdf}, author = {M. Zhong and B. Rosander and M. Georgiopoulos and G. Anagnostopoulos and M. Mollaghasemi and S. Richie} } @conference {495, title = {Hilbert Space Filling Curve Nearest Neighbor}, booktitle = {The ISAS and CITSA 2005}, year = {2005}, month = {July 14-17, 2005}, address = {Orlando, FL}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/3137.pdf}, author = {J. Reeder and M. Georgiopoulos and J. Castro and S. Burns and G. Anagnostopoulos and M. Mollaghasemi} } @article {173, title = {On-line Gaussae Newton-based learning for fully recurrent neural networks}, journal = {Nonlinear Analysis}, volume = {63}, year = {2005}, pages = {e867{\textendash}e876}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/154.pdf}, author = {A. Vartak and M. Georgiopoulos and G.C. Anagnostopoulos} } @article {171, title = {Parallelization of Fuzzy ARTMAP to improve its convergence speed: The network partitioning approach and the data partitioning approach}, journal = {Nonlinear Analysis: Theory,Methods and Applications}, volume = {63.5-7}, year = {2005}, pages = {e877{\textendash}e889}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/105.pdf}, author = {J. Castro and M. Georgiopoulos and J. Secretan and R. DeMara and G.C. Anagnostopoulos and A. Gonzalez} } @article {227, title = {Parallelizing the Fuzzy ARTMAP Algorithm on a Beowulf Clusters}, journal = {Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN 2005)}, year = {2005}, month = {July}, pages = {475{\textendash}480}, address = {Montreal,Quebec}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/11.pdf}, author = {J. Secretan and M. Georgiopoulos and G.C. Anagnostopoulos and J. Tapia and A. Chadha and B. Huber} } @conference {496, title = {Pipelining of ART architectures (FAM, EAM, GAM) without match-tracking (MT)}, booktitle = {2005 Artificial Neural Networks in Engineering}, year = {2005}, month = {Nov 7-9, 2005}, address = {St. Louis, MI}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/3138.pdf}, author = {J. Secretan and J. Castro and A. Chadha and B. Huber and J. Tapia and M. Georgiopoulos and G. Anagnostopoulos and S. Richie} } @conference {498, title = {Probabilistic Neural Network: Comparisons of the Cross-Validation Approach and a Fast Heuristic to choose the Smoothing Parameters}, booktitle = {2005 Artificial Neural Networks in Engineering}, year = {2005}, month = {Nov 7-9 2005}, address = {St. Louis, MI}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/3140.pdf}, author = {M. Zhong and J. Hecker and I. Maidhoff and P. Shibly and M. Georgiopoulos and G. Anagnostopoulos and M. Mollaghasemi} } @conference {493, title = {Project EMD-MLR: Educational Materials Development and Research in Machine Learning for Undergraduate students}, booktitle = {the ASEE 2005 Annual Conference and Exposition}, year = {2005}, month = {June 12-15,2005}, address = {Portland, Oregon}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/3134.pdf}, author = {G.C. Anagnostopoulos and M. Georgiopoulos and K. Ports and S. Richie and N. Cardinale and M. White and V. Kepuska and P. K. Chan and A. Wu and M. Kysilka} } @article {176, title = {Context-driven Near-term Intention Recognition}, journal = {Journal of Defense Modeling and Simulation}, volume = {1.3}, year = {2004}, pages = {153{\textendash}170}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/157.pdf}, author = {A.J. Gonzalez and W.J. Gerber and R.F. DeMara and M. Georgiopoulos} } @article {230, title = {CRCD Experiences at the University of Central Florida: An NSF Project}, journal = {Proceedings of the ASEE 2004 Annual Conference and Exposition}, year = {2004}, month = {June}, address = {Salt Lake City,UT}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/213.pdf}, author = {M. Georgiopoulos and J. Castro and E. Gelenbe and R. DeMara and A. Gonzalez and M. Kysilka} } @article {229, title = {A data partitioning approach to speed the Fuzzy ARTMAP algorithm using the Hilbert space-filling curve}, year = {2004}, month = {July}, pages = {2367{\textendash}2372}, address = {Budapest,Hungary}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/214.pdf}, author = {J. Castro and M. Georgiopoulos and R. DeMara and A. Gonzalez} } @article {175, title = {Development of a java applet for generating truck trips from freight data}, journal = {Transportation Research Record No. 1870}, year = {2004}, pages = {10{\textendash}17}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/202.pdf}, author = {J. Klodzinski and A. Al-Daraiseh and M. Georgiopoulos and H.M. Al-Deek} } @conference {1004, title = {Development of an Artificial Intelligence Clustering Algorithm to Detect Auto Theft Recovery Patterns}, booktitle = {GIS Symposium 2004}, year = {2004}, address = {Troy, AL}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/417.pdf}, author = {K. Reynolds and O. Kursun and M. Georgiopoulos and R. Eaglin} } @conference {488, title = {Educating Middle and High School Students in Space Operations}, booktitle = {the 2004 Winter Simulation Conference}, year = {2004}, month = {Dec5-8,2004}, address = {Washington, DC}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/3128.pdf}, author = {M. Mollaghasemi and M. Georgiopoulos and D. Cope and A. Donnelly and M. Steele} } @article {435, title = {Fast K-dimensional tree-structured vector quantization encoding method for image compression}, journal = {Optical Engineering Letters}, volume = {43}, number = {4}, year = {2004}, pages = {1012-1013}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/Fast K-dimensional tree-structured vector quantization encoding method for image compression.pdf}, author = {A. Meyer-Base and K. Jancke and A. Wissmuller and M. Georgiopoulos} } @conference {486, title = {Fast Stable and on-line training of Fuzzy ARTMAP using a novel, conservative, slow learning strategy}, booktitle = {ANNIE 2004 conference}, year = {2004}, month = {November 2004}, address = {St. Louis, MI}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/3126.pdf}, author = {K. Carr and K. Cannava and R. Pescatore and M. Georgiopoulos and G. Anagnostopoulos} } @article {228, title = {Fast Stable and on-line training of Fuzzy ARTMAP using a novel,conservative,slow learning strategy}, journal = {Neural Networks}, year = {2004}, month = {November}, pages = {63{\textendash}69}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/215.pdf}, author = {K. Carr and K. Cannava and R. Pescatore and M. Georgiopoulos and G.C. Anagnostopoulos} } @article {231, title = {A Partitioned Fuzzy ARTMAP implementation for fast processing of large databases on sequential machines}, year = {2004}, month = {May}, address = {Miami Beach,FL,USA}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/212.pdf}, author = {J. Castro and M. Georgiopoulos and R. DeMara and A. Gonzalez} } @article {178, title = {PDU Bundling and Replication for Reduction of Distributed Simulation Communication Traffic}, journal = {Methodology,Technology,Journal of Defense Modeling and Simulation: Applications}, volume = {1.3}, year = {2004}, month = {August}, pages = {171{\textendash}183}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/204.pdf}, author = {J.J. Vargas,R.F. DeMara,M. Georgiopoulos,A.J. Gonzalez,H. Marshall,,} } @article {177, title = {PDU Bundling and Replication for Reduction of Distributed Simulation Communication Traffic}, journal = {Journal of Defense Modeling and Simulation}, volume = {1.3}, year = {2004}, pages = {171{\textendash}183}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/245.pdf}, author = {J.J. Vargas and R.F. DeMara and A.J. Gonzalez and M. Georgiopoulos and H. Marshall} } @conference {487, title = {Pipelining of Fuzzy ARTMAP (FAM) without match-tracking}, booktitle = {ANNIE 2004}, year = {2004}, month = {November 2004}, address = {St. Louis, MI}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/3127.pdf}, author = {J. Castro and J. Secretan and M. Georgiopoulos and R.F. DeMara and G. Anagnostopoulos and A. Gonzalez} } @conference {485, title = {Condensing the CC-2001 core in an Integrated Curriculum}, booktitle = {CCSCNE (Consortium for Computing in Small Colleges in the Northeast)}, year = {2003}, month = {April 25-26,2003}, address = {Providence, RI}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/3115.pdf}, author = {I. Russel and M. Georgiopoulos and J. Castro and T. Neller and D. McCracken and D. Bouvier} } @article {235, title = {A CRCD Experience: Integrating machine learning modules into introductory engineering and science programming courses}, journal = {Proceedings of the 2003 American Society for Engineering Education Annual Conference \& Exposition}, year = {2003}, month = {June}, address = {Nashville,TN}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/174.pdf}, author = {M. Georgiopoulos and I. Russell and J. Castro and A. Wu and M. Kysilka and R. DeMara} } @article {236, title = {CRCD in machine learning at the University of Central Florida preliminary experiences}, journal = {Proceedings of the 8th annual conference on Innovation and Technology in Computer Science Education}, year = {2003}, month = {June}, pages = {249}, address = {Thessaloniki,Greece}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/211.pdf}, author = {M. Georgiopoulos and J. Castro and A. Wu and R. DeMara and E. Gelenbe and A. Gonzalez} } @article {234, title = {Exemplar-based pattern recognition via semi-supervised learning}, journal = {Neural Networks}, year = {2003}, month = {July}, pages = {2782{\textendash}2787}, address = {Portland,OR}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/176.pdf}, author = {G.C. Anagnostopoulos and M. Bharadwaj and M. Georgiopoulos and S. Verzi and G. Heileman} } @conference {1005, title = {Experimental comparisons of semi-supervised and supervised ART classifiers}, booktitle = {The 16th International Flairs Conference}, year = {2003}, address = {St. Augustine, FL}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/418.pdf}, author = {M. Georgiopoulos and G.C. Anagnostopoulos and M. Bharadwaj} } @article {232, title = {Putting the utility of match tracking in Fuzzy ARTMAP training to the test}, year = {2003}, month = {September}, pages = {1{\textendash}6}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/177.pdf}, author = {G.C. Anagnostopoulos and M. Georgiopoulos} } @article {179, title = {TRACKING DIRTY PROCEEDS: EXPLORING DATA MINING TECHNOLOGIES AS TOOLS TO INVESTIGATE MONEY LAUNDERING}, journal = {Police Practice and Research}, volume = {4.2}, year = {2003}, pages = {163{\textendash}178}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/196.pdf}, author = {R.C. Watkins and K.M. Reynolds and R. DeMara and M. Georgiopoulos and A. Gonzalez and R. Eaglin} } @article {233, title = {Universal approximation with Fuzzy ART and Fuzzy ARTMAP}, journal = {Neural Networks}, year = {2003}, month = {July}, pages = {1987{\textendash}1992}, address = {Portland,OR}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/175.pdf}, author = {S. Verzi and G. Heileman and M. Georgiopoulos and G.C. Anagnostopoulos} } @article {240, title = {Boosted ellipsoid ARTMAP}, journal = {Proceedings of SPIE,Conference on Applications and Science of Computational Intelligence}, volume = {4739}, year = {2002}, month = {April}, pages = {74{\textendash}85}, address = {Orlando,FL}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/170.pdf}, author = {G.C. Anagnostopoulos and M. Georgiopoulos and S. Verzi and G. Heileman} } @article {181, title = {Category regions as new geometrical concepts in Fuzzy-ART and Fuzzy-ARTMAP}, journal = {Neural Networks}, volume = {15.10}, year = {2002}, month = {December}, pages = {1205-1221}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/195.pdf}, author = {G.C. Anagnostopoulos and M. Georgiopoulos} } @conference {483, title = {Ellipsoid ART/ARTMAP category regions for the choice-by-difference functions}, booktitle = {Conference on Applications and Science of Computational Intelligence V}, year = {2002}, month = {April 1-5, 2002}, address = {Orlando, FL}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/3110.pdf}, author = {G.C. Anagnostopoulos and M. Georgiopoulos} } @article {239, title = {Ellipsoid ART/ARTMAP category regions for the choice-by-difference functions}, journal = {Proceedings of SPIE,Conference on Applications and Science of Computational Intelligence V}, volume = {4739}, year = {2002}, month = {April}, pages = {62{\textendash}73}, address = {Orlando,FL}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/169.pdf}, author = {G.C. Anagnostopoulos and M. Georgiopoulos} } @article {241, title = {Fuzzy ART and ARTMAP with adaptive weighted distances}, journal = {Proceedings of SPIE,Conference on Applications and Science of Computational Intelligence V}, volume = {4739}, year = {2002}, month = {April}, pages = {86{\textendash}97}, address = {Orlando,FL}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/171.pdf}, author = {D. Charalampidis and G.C. Anagnostopoulos and M. Georgiopoulos and T. Kasparis} } @article {238, title = {Off-line structural risk minimization and BARTMAP-S}, journal = {Neural Networks}, year = {2002}, month = {May}, pages = {2533{\textendash}2538}, address = {Honolulu,HI}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/173.pdf}, author = {S. Verzi and G. Heileman and M. Georgiopoulos and G.C. Anagnostopoulos} } @conference {484, title = {Off-line structural risk minimization and BARTMAP-S}, booktitle = {the 2002 International Joint Conference on Neural Networks}, year = {2002}, month = {May 12-17,2002}, address = {Honolulu, Hawaii}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/3114.pdf}, author = {S. Verzi and G.L. Heileman and M. Georgiopoulos and G.C. Anagnostopoulos} } @article {237, title = {Reducing generalization error and category proliferation in ellipsoid ARTMAP via tunable misclassification error tolerance: Boosted Ellipsoid ARTMAP}, journal = {Neural Networks}, year = {2002}, month = {May}, pages = {2650{\textendash}2655}, address = {Honolulu,HI}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/172.pdf}, author = {G.C. Anagnostopoulos and M. Georgiopoulos and S. Verzi and G. Heileman} } @book {440, title = {Applications of Neural Networks in Electromagnetics}, year = {2001}, pages = {512}, publisher = {Artech House}, organization = {Artech House}, author = {C. Christodoulou and M. Georgiopoulos} } @article {184, title = {Classification of noisy signals using fuzzy ARTMAP neural networks}, journal = {Neural Networks}, volume = {12.5}, year = {2001}, month = {September}, pages = {1023{\textendash}1036}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/187.pdf}, author = {D. Chralampidis and T. Kasparis and M. Georgiopoulos} } @article {187, title = {A comparison of Non-linear Non-parametric Models for Epilepsy Data}, journal = {Computers in Biology and Medicine}, volume = {31.1}, year = {2001}, pages = {41{\textendash}57}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/102.ppt}, author = {F. Miwakeichi and R. Ramirez-Padron and P. Valdes-Sosa,T. Ozaki} } @article {244, title = {A connectionist-symbolic approach to modeling agents: Neural networks grouped by contexts}, journal = {Proceedings of the CONTEXT-01 Conference}, year = {2001}, month = {July}, pages = {198{\textendash}209}, address = {Dundee,Scotland}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/168.pdf}, author = {A. Henninger and A. Gonzalez and M. Georgiopoulos and R. DeMara} } @article {182, title = {Cross-validation in Fuzzy ARTMAP for large databases}, journal = {Neural Networks}, volume = {14.9}, year = {2001}, month = {November}, pages = {1279-1291}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/193.pdf}, author = {A. Koufakou and M. Georgiopoulos and G.C. Anagnostopoulos and T. Kasparis} } @article {248, title = {Cross-Validation in Fuzzy ARTMAP Neural Networks for Large Sample Classification Problems}, journal = {Proceedings of SPIE; Applications and Science of Computational Intelligence IV}, year = {2001}, month = {April}, address = {Orlando,FL}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/237.pdf}, author = {M. Georgiopoulos and A. Koufakou and G.C. Anagnostopoulos and T. Kasparis} } @article {245, title = {Ellipsoid ART and ARTMAP for incremental clustering and classification}, journal = {Proceedings of the International Joint Conference on Neural Networks}, year = {2001}, month = {July}, pages = {1221{\textendash}1226}, address = {Washington,DC}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/165.pdf}, author = {G.C. Anagnostopoulos and M. Georgiopoulos} } @article {251, title = {Ellipsoid ART and ARTMAP for incremental unsupervised and supervised Learning}, journal = {Proceedings of SPIE; Conference on Applications and Science of Computational Intelligence IV}, year = {2001}, month = {April}, pages = {293{\textendash}304}, address = {Orlando, FL, USA}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/239.pdf}, author = {G.C. Anagnostopoulos and M. Georgiopoulos} } @conference {480, title = {Ellipsoidal ART and ARTMAP for incremental unsupervised and supervised learning}, booktitle = {Conference on Applications and Science of Computational Intelligence IV}, year = {2001}, month = {April 16-20 2001}, address = {Orlando, FL}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/398.pdf}, author = {G. Anagnostopoulos and M. Georgiopoulos} } @conference {481, title = {Improving human behavior in simulations {\textendash} OneSAF tested baseline intelligent computer generated objects}, booktitle = {SCS, Military, Government and Aerospace Simulation Symposium 2001 (MGA 2001) Conference}, year = {2001}, month = {April 22-26,2001}, address = {Seattle, Washington}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/3100.pdf}, author = {M. J. Johnson and M. Georgiopoulos and M. Mollaghasemi and M. McGinnis} } @article {247, title = {The Limitations of Static Performance Metrics for Dynamic Tasks Learned Through Observation}, journal = {Proceedings of the Tenth Conference on Computer Generated Forces and Behavioral Representation}, year = {2001}, month = {May}, pages = {147{\textendash}154}, address = {Virginia,USA}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/241.pdf}, author = {A. Henninger and A. Gonzalez and M. Georgiopoulos and R. DeMara} } @conference {482, title = {A methodology for human behavior modeling in computer generated forces}, booktitle = {Industrial Engineering Research Conference 2001 (IERC 2001)}, year = {2001}, month = {May 20-22,2001}, address = {Dallas, TX}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/3103.pdf}, author = {M. J. Johnson and M. Mollaghasemi and M. Georgiopoulos and M. McGinnis} } @article {246, title = {New Geometrical Concepts in Fuzzy-ART and Fuzzy-ARTMAP: Category Regions}, journal = {IEEE-INNS International Joint Conference on Neural Networks (IJCNN 2001)}, year = {2001}, month = {July 2001}, pages = {32{\textendash}37}, address = {Washington,DC,USA}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/242.pdf}, author = {G.C. Anagnostopoulos and M. Georgiopoulos} } @article {250, title = {New geometrical perspective of fuzzy ART and fuzzy ARTMAP learning}, journal = {Proceedings of SPIE; Conference on Applications and Science of Computational Intelligence IV}, year = {2001}, month = {April}, pages = {22{\textendash}32}, address = {Orlando}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/238.pdf}, author = {G.C. Anagnostopoulos and M. Georgiopoulos} } @article {242, title = {Over-training in Fuzzy ARTMAP: Myth or Reality?}, journal = {Proceedings of the International Joint Conference on Neural Networks}, year = {2001}, month = {July}, pages = {1186{\textendash}1190}, address = {Washington,DC}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/166.pdf}, author = {M. Georgiopoulos and A. Koufakou and G.C. Anagnostopoulos and T. Kasparis} } @article {243, title = {Rademacher penalization applied to Fuzzy ARTMAP and Boosted ARTMAP}, journal = {Proceedings of the International Joint Conference on Neural Networks}, year = {2001}, month = {July}, pages = {1191{\textendash}1196}, address = {Washington,DC}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/167.pdf}, author = {S.J. Verzi and G.L. Heileman and M. Georgiopoulos and M.J. Healy} } @conference {477, title = {Sea-Ice extent classification using active/passive microwave measurements from QuickScat}, booktitle = {AGU Spring meeting}, year = {2001}, month = {May 30-Jun3,2001}, address = {Washington DC}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/389.pdf}, author = {J. Park, W. and L. Jones and D. Charalampidis and T. Kasparis and M. Georgiopoulos} } @article {183, title = {Segmentation of textured images based on fractals and image filtering}, journal = {Pattern Recognition}, volume = {34.10}, year = {2001}, month = {October}, pages = {1963{\textendash}1973}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/199.pdf}, author = {T. Kasparis and D. Charalampidis and M. Georgiopoulos and J.P. Rolland} } @article {186, title = {Segmentation of textured images based on fractals and image filtering}, journal = {Pattern Recognition}, volume = {34.10}, year = {2001}, pages = {1963{\textendash}1978}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/185.pdf}, author = {T. Kasparis and D. Charalampidis and M. Georgiopoulos and J.P. Rolland} } @article {249, title = {Smart adaptive array antennas for wireless communcations}, journal = {Proceedings of SPIE; Conference on Digital Wireless Communication III}, year = {2001}, month = {April}, pages = {75{\textendash}83}, address = {Orlando, FL, USA}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/240.pdf}, author = {C. Christodoulou and M. Georgiopoulos} } @conference {478, title = {Classification of noisy signals using Fuzzy ARTMAP neural networks}, booktitle = {the International Joint Conference on Neural Networks}, year = {2000}, month = {June 2000}, address = {Como, Italy}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/391.pdf}, author = {D. Charalampidis and M. Georgiopoulos and T. Kasparis} } @article {254, title = {Classification of Noisy Signals Using Fuzzy ARTMAP Neural Networks}, journal = {Proceedings of the International Joint Conference on Neural Networks (IJCNN)}, year = {2000}, month = {June}, pages = {53{\textendash}58}, address = {Como,Italy}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/234.pdf}, author = {D. Charalampidism and M. Georgiopoulos and T. Kasparis} } @article {189, title = {Face detection and verification using genetic search}, journal = {International Jornal on Artificial Intelligence Tools}, volume = {9.2}, year = {2000}, month = {June}, pages = {225{\textendash}245}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/197.pdf}, author = {G. Bebis and S. Uthiram and M. Georgiopoulos} } @article {252, title = {On the Fidelity of SAFs: Can performance data help?}, journal = {Proceedings of the 2000 Interservice/Industry Training,Simulation and Education Conference (I/ITSEC-2000)}, year = {2000}, month = {December}, pages = {147{\textendash}154}, address = {Orlando}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/236.pdf}, author = {A. Henninger and A. Gonzalez and W. Gerber and M. Georgiopoulos and R. DeMara} } @conference {479, title = {Hypershere ART and ARTMAP for unsupervised and supervised incremental learning}, booktitle = {the International Joint Conference on Neural Networks}, year = {2000}, month = {June 2000}, address = {Como, Italy}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/392.pdf}, author = {G.C. Anagnostopoulos and M. Georgiopoulos} } @article {253, title = {Hypersphere ART and ARTMAP for Unsupervised and Supervised,Incremental Learning}, journal = {Proceedings of the International Joint Conference on Neural Networks (IJCNN)}, year = {2000}, month = {June}, pages = {59{\textendash}64}, address = {Como,Italy}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/235.pdf}, author = {G.C. Anagnostopoulos and M. Georgiopoulos} } @article {255, title = {Modeling Semi-Automated Forces with Neural Networks: Performance Improvement through a Modular Approach}, year = {2000}, month = {May}, address = {Orlando,FL}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/231.pdf}, author = {A. Henninger and A. Gonzalez and M. Georgiopoulos and R. DeMara} } @article {256, title = {Multiple Source Angle of Arrival Estimation using Neural-Network-based Smart Antennas}, journal = {Proceedings SPIE; Conference on Digital Wireless Communications II}, year = {2000}, month = {April}, pages = {94{\textendash}99}, address = {Orlando,FL}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/232.pdf}, author = {C. Christodoulou and M. Georgiopoulos and A. El Zooghby} } @article {191, title = {A Neural Network-Based Smart Antenna for Multiple Source Tracking}, journal = {IEEE Transactions on Antennas and Propagation}, volume = {48.5}, year = {2000}, month = {May}, pages = {768{\textendash}776}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/179.pdf}, author = {A.H. Zooghby and C.G. Christodoulou and M. Georgiopoulos} } @conference {1003, title = {Use of multi-fractals to detect anomalous propagation (AP) in weather data}, booktitle = {Proceedings SPIE; Conference on Signals and Data Processing of Small Targets}, year = {2000}, month = {April 24-28}, address = {Orlando, FL}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/416.pdf}, author = {D. Charalampidis and T. Kasparis and W. L. Jones and M. Georgiopoulos} } @article {257, title = {Fingerprint identification using Delaunay triangulation}, journal = {IEEE International Conference on Information,Intelligence and Systems}, year = {1999}, month = {November}, pages = {452{\textendash}459}, address = {Waltham,MA,USA}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/227.pdf}, author = {G. Bebis and T. Deaconu and M. Georgiopoulos} } @article {275, title = {A Fuzzy ARTMAP based classification of natural textures}, journal = {Proceedings of the 18th International Conference of the North American Fuzzy Information Processing Society}, year = {1999}, month = {June}, pages = {507{\textendash}511}, address = {New York,NY}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/216.pdf}, author = {D. Charalampidis and T. Kasparis and M. Georgiopoulos and J. Rolland} } @article {258, title = {Genetic Search for Face Detection and Verification}, journal = {IEEE International Conference on Information,Intelligence and Systems}, year = {1999}, month = {November}, pages = {360{\textendash}367}, address = {Bethesda,MD,USA}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/226.pdf}, author = {G. Bebis and S. Uthiram and M. Georgiopoulos} } @article {192, title = {Learning affine transformations}, journal = {Pattern Recognition}, volume = {32.10}, year = {1999}, month = {October}, pages = {1783{\textendash}1799}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/181.pdf}, author = {G. Bebis and M. Georgiopoulos and N. da Vitoria Lobo and M. Shah} } @article {259, title = {Multiple mobile user tracking with neural network-based adaptive array antennas}, journal = {SPIE Conference on Digital Wireless Communications}, year = {1999}, month = {April}, pages = {88{\textendash}97}, address = {Orlando,FL,USA}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/225.pdf}, author = {A.H. El Zooghby and C.G. Christodoulou and M. Georgiopoulos} } @article {274, title = {Neural network processing for adaptive array antennas}, journal = {IEEE Antennas and Propagation Society International Symposium}, year = {1999}, month = {July}, pages = {2584{\textendash}2587}, address = {Orlando,FL}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/217.pdf}, author = {C.G. Christodoulou and A.H. El Zooghby and M. Georgiopoulos} } @article {195, title = {A neural-network-based linearly constrained minimum variance beamformer}, journal = {Microwave and Optical Technology Letters}, volume = {21.6}, year = {1999}, month = {May}, pages = {451{\textendash}455}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/191.pdf}, author = {A.H. El Zooghby and C. Christodoulou and M. Georgiopoulos} } @article {193, title = {An Ordering Algorithm for Pattern Presentation in Fuzzy ARTMAP That Tends to Improve Generalization Performance}, journal = {IEEE Transactions on Neural Networks}, volume = {10.4}, year = {1999}, month = {July}, pages = {768{\textendash}778}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/192.pdf}, author = {I. Dagher,M. Georgiopoulos,G.L. Heileman,,,,} } @article {194, title = {Properties of Learning of a Fuzzy ART Variant}, journal = {Neural Networks}, volume = {12.6}, year = {1999}, month = {July}, pages = {837{\textendash}850}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/194.pdf}, author = {M. Georgiopoulos and I. Dagher and G.L. Heileman and G. Bebis} } @article {263, title = {Adaptive interference cancellation in circular arrays with radialbasis function neural networks}, journal = {IEEE Antennas and Propagation Society International Symposium}, year = {1998}, month = {June}, address = {Atlanta,GA,USA}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/222.pdf}, author = {A.H. El Zooghby and C.G. Christodoulou and M. Georgiopoulos} } @conference {476, title = {Adaptive interference cancellation with neural networks}, booktitle = {1998 Virginia Tech Symposium on Wireless Personal Communications}, year = {1998}, month = {June 1998}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/377.pdf}, author = {A. H. E. Zooghby and C.G. Christodoulou and M. Georgiopoulos} } @conference {474, title = {Algebraic functions of views for indexing-based object recognition}, booktitle = {Proceedings of the Sixth International Conference}, year = {1998}, month = {January, 1998}, address = {India}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/365.pdf}, author = {G. Bebis and M. Georgiopoulos and M. Shah and N. da Vitoria Lobo} } @article {433, title = {Application of neural networks and simulation modeling in manufacturing system design}, journal = {INTERFACES}, volume = {28}, number = {5}, year = {1998}, pages = {100-114}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/Application of neural networks and simulation modeling in manufacturing system design.pdf}, author = {M. Mollaghasemi and K. LeCroy and M. Georgiopoulos} } @article {264, title = {Automating the CGF Model Development and Refinement Process by Observing Expert Behavior in a Simulation}, journal = {7th Conference on Computer Generated Forces and Behavioral Representation}, year = {1998}, month = {May}, address = {Orlando,FL,USA}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/221.pdf}, author = {A.J. Gonzaleza and M. Georgiopoulos and R.F. DeMara and A. Henninger and W. Gerber} } @article {260, title = {Behavior Modeling Framework for Embedded Simulation}, journal = {Interservice/Industry Training,Simulation \& Education Conference (I/ITSEC 98)}, year = {1998}, month = {December}, pages = {655{\textendash}662}, address = {Orlando,FL,USA}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/228.pdf}, author = {A. Henninger and W. Gerber and R. DeMara and M. Georgiopoulos and A. Gonzalez} } @article {267, title = {Boosted ARTMAP}, journal = {IEEE International Joint Conference on Neural Networks}, year = {1998}, month = {May}, pages = {396{\textendash}401}, address = {Anchorage,AK,USA}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/219.pdf}, author = {S.J. Verzi and G.L. Heileman and M. Georgiopoulos and M.J. Healy} } @article {265, title = {Fuzzy ARTVar: An Improved Fuzzy ARTMAP Algorithm}, journal = {International Joint Conference on Neural Networks}, year = {1998}, month = {May}, pages = {1688{\textendash}1693}, address = {Anchorage,AK,USA}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/210.pdf}, author = {I. Dagher and M. Georgiopoulos and G. Heileman and G. Bebis} } @article {196, title = {Indexing Based on Algebraic Functions of Views}, journal = {Computer Vision and Image Understanding}, volume = {72.3}, year = {1998}, month = {December}, pages = {360{\textendash}378}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/189.pdf}, author = {G. Bebis and M. Georgiopoulos and M. Shah and N. da Vitoria Lobo} } @article {262, title = {Multiple sources neural network direction finding with arbitrary separations}, journal = {IEEE-APS Conference on Antennas and Propagation for Wireless Communications}, year = {1998}, month = {November}, pages = {57{\textendash}60}, address = {Waltham,MA,USA}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/224.pdf}, author = {A.H. El Zooghby and C.G. Christodoulou and M. Georgiopoulos} } @article {269, title = {Neural Network based beamforming for interference cancellation}, journal = {Conference on Applications and Science of Computational Intelligence}, year = {1998}, month = {April}, pages = {420{\textendash}429}, address = {Orlando,FL,USA}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/208.pdf}, author = {A. El Zooghby and C.G. Christodoulou and M. Georgiopoulos} } @article {197, title = {Neural Network-Based Adaptive Beamforming for One- and Two-Dimensional Antenna Arrays}, journal = {IEEE Transactions on Antennas and Propagation}, volume = {46.1}, year = {1998}, month = {December}, pages = {1891{\textendash}1893}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/190.pdf}, author = {A.H. El Zooghby and C. Christodoulou and M. Georgiopoulos} } @article {434, title = {Neural network-based adaptive beamforming for one- and two-dimensional antenna arrays}, journal = {IEEE Transactions on Antennas and Propagation}, volume = {46}, number = {12}, year = {1998}, pages = {1891-1893}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/Neural network-based adaptive beamforming for one- and two-dimensional antenna arrays.pdf}, author = {A. H. E. Zooghby and C.G. Christodoulou and M. Georgiopoulos} } @article {271, title = {A novel approach to adaptive nulling with neural networks}, journal = {Southeastcon}, year = {1998}, month = {April}, pages = {216{\textendash}219}, address = {Orlando,FL,USA}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/220.pdf}, author = {A.H. Zooghby and C.G. Christodoulou and M. Georgiopoulos} } @article {266, title = {Ordered fuzzy ARTMAP: a fuzzy ARTMAP algorithm with a fixed order of pattern presentation}, journal = {IEEE International Joint Conference on Neural Networks}, year = {1998}, month = {May}, pages = {1717{\textendash}1722}, address = {Anchorage,AK,USA}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/218.pdf}, author = {I. Dagher and M. Georgiopoulos and G.L. Heileman and G. Bebis} } @article {261, title = {Radial basis function neural network algorithm for adaptivebeamforming in cellular communication systems}, journal = {IEEE-APS Conference on Antennas and Propagation for Wireless Communications}, year = {1998}, month = {November}, pages = {53{\textendash}56}, address = {Waltham,MA,USA}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/223.pdf}, author = {A.H. El Zooghby and C.G. Christodoulou and M. Georgiopoulos} } @conference {475, title = {Short-term electric load forecasting using a Fuzzy ARTMAP neural network}, booktitle = {Conference on Applications and Science of Computational Intelligence}, year = {1998}, month = {April 13-16,1998}, address = {Orlando, FL}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/367.pdf}, author = {M. Georgiopoulos and S. Skarman and A.J. Gonzalez} } @article {268, title = {Short-term electrical load forecasting using a fuzzy ARTMAP neural network}, journal = {Conference on Applications and Science of Computational Intelligence}, year = {1998}, month = {April}, pages = {181-191}, address = {Orlando,FL,USA}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/207.pdf}, author = {S.E. Skarman and M. Georgiopoulos and A.J. Gonzalez} } @article {270, title = {Texture classification using ART-based neural networks and Fractals}, journal = {SPIE Conference on Signal Processing,Sensor Fusion,and Target Recognition VII}, year = {1998}, month = {April}, pages = {212{\textendash}222}, address = {Orlando,Fl, USA}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/209.pdf}, author = {D. Charalampidis and T. Kasparis and M. Georgiopoulos} } @article {273, title = {Using Algebraic Functions of Views for Indexing-Based Object Recognition}, journal = {International Conference on Computer Vision}, year = {1998}, month = {January}, pages = {634{\textendash}639}, address = {Bombay,India}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/205.pdf}, author = {G. Bebis and M. Georgiopoulos and M. Shah and N. da Vitoria Lobo} } @article {198, title = {Using Self-Organizing Maps to Learn Geometric Hash Functions for Model-Based Object Recognition}, journal = {IEEE Transactions on Neural Networks}, volume = {9.3}, year = {1998}, month = {May}, pages = {560{\textendash}570}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/184.pdf}, author = {G. Bebis and M. Georgiopoulos and N. da Vitoria Lobo} } @article {432, title = {Using self-organizing maps to learn geometric hash functions for model-based object recognition}, journal = {IEEE Transactions on Neural Networks}, volume = {9}, number = {3}, year = {1998}, pages = {560-570}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/Using self-organizing maps to learn geometric hash functions for model-based object recognition.pdf}, author = {G. Bebis and M. Georgiopoulos and N. da Victoria Lobo} } @article {272, title = {Vehicle model generation and optimization for embedded simulation}, journal = {Simulation Interoperability Workshop}, year = {1998}, month = {March}, pages = {206{\textendash}213}, address = {Orlando,FL,USA}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/206.pdf}, author = {A.J. Gonzalez and R.F. DeMara and M. Georgiopoulos} } @article {199, title = {Coupling weight elimination with genetic algorithms to reduce network size and preserve generalization}, journal = {Neurocomputing}, year = {1997}, month = {November}, pages = {167{\textendash}194}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/183.pdf}, author = {G. Bebis and M. Georgiopoulos and T. Kasparis} } @conference {472, title = {Ensembles of hybrid intelligent experts}, booktitle = {1997 IEEE International Conference on Systems, Man, and Cybernetics}, year = {1997}, month = {October 1997}, address = {Orlando, FL}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/363.pdf}, author = {G.C. Anagnostopoulos and M. Georgiopoulos and D. Nickerson and G. Bebis} } @conference {471, title = {The generalization capabilities of ARTMAP}, booktitle = {International Conference on Neural Networks}, year = {1997}, month = {June 9-12,1997}, address = {Houston, TX}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/361.pdf}, author = {M. Georgiopoulos and I. Dagher and G.L. Heileman and G. Bebis} } @conference {469, title = {Integer-encoded massively parallel processing of fast learning Fuzzy ARTMAP neural networks}, booktitle = {Proceedings SPIE; Conference of Applications and Science of Artificial Neural Networks III}, year = {1997}, month = {April 21-24,1997}, address = {Orlando, FL}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/358.pdf}, author = {H. Bahr and M. Georgiopoulos and R. DeMara} } @conference {473, title = {Learning orthographic transformations for object recognition}, booktitle = {1997 IEEE International Conference on Systems, Man, and Cybernetics}, year = {1997}, month = {October 1997}, address = {Orlando, FL}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/364.pdf}, author = {G. Bebis and M. Georgiopoulos and S. Bhatia} } @conference {470, title = {Neural network approach for direction of arrival estimation}, booktitle = {Proceedings SPIE; Conference of Applications and Science of}, year = {1997}, month = {April 21-24,1997}, address = {Orlando, FL}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/359.pdf}, author = {A. E. Zooghby and C.G. Christodoulou and M. Georgiopoulos} } @article {200, title = {Performance of Radial-Basis Function Networks for Direction of Arrival Estimation with Antenna Arrays}, journal = {IEEE Transactions on Antennas and Propagation}, volume = {45.11}, year = {1997}, month = {November}, pages = {1611{\textendash}1617}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/180.pdf}, author = {A.H. El Zooghby and C.G. Christodoulou and M. Georgiopoulos} } @conference {467, title = {Performance of standard and modified network protocols in a real-time application}, booktitle = {1997 International Performance, Computing and Communications Conference}, year = {1997}, month = {Feb 5-7, 1997}, address = {Scottsdale, Arizona}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/355.pdf}, author = {M. Bassiouni and M. Georgiopoulos and M. Chiu} } @conference {468, title = {Applications of neural networks and simulation modeling in manufacturing system design}, booktitle = {Southcon 96}, year = {1996}, month = {June 1996}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/356.pdf}, author = {M. Mollaghasemi and K. LeCroy and M. Georgiopoulos} } @conference {465, title = {Coupling weight elimination and genetic algorithms}, booktitle = {International Conference on Neural Networks (ICNN)}, year = {1996}, month = {June 3-6, 1996}, address = {Washington, DC}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/Coupling weight elimination and genetic algorithms.pdf}, author = {G. Bebis and M. Georgiopoulos and T. Kasparis} } @conference {466, title = {Learning affine transformations of the plane for model-based object recognition}, booktitle = {13th International Conference on Pattern Recognition (ICPR-96)}, year = {1996}, month = {August, 1996}, address = {Vienna, Austria}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/Learning affine transformations of the plane for model-based object recognition.pdf}, author = {G. Bebis and M. Georgiopoulos and N. da Vitoria Lobo and M. Shah} } @conference {518, title = {Order of Search in Fuzzy ART and Fuzzy ARTMAP: A geometrical interpretation}, booktitle = {International Conference on Neural Networks (ICNN 1996)}, year = {1996}, month = {June 3-6, 1996}, address = {Washington, DC}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/3I6.pdf}, author = {M. Georgiopoulos and H. Fernlund and G. Bebis and G.L. Heileman} } @article {201, title = {Order of Search in Fuzzy ART and Fuzzy ARTMAP: Effect of the Choice Parameter}, journal = {Neural Networks}, volume = {9.9}, year = {1996}, month = {December}, pages = {1541-1559}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/178.pdf}, author = {M. Georgiopoulos and H. Fernlund and G. Bebis and G. Heileman} } @article {430, title = {Design of gratings and frequency-selective surfaces using ARTMAP neural networks}, journal = {Journal of Electromagnetic Waves and Applications}, volume = {9}, number = {1/2}, year = {1995}, pages = {17-36}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/Design of gratings and frequency-selective surfaces using ARTMAP neural networks.pdf}, author = {C. Christodoulou and J. Huang and M. Georgiopoulos} } @article {431, title = {Fuzzy ART properties}, journal = {Neural Networks}, volume = {8}, number = {2}, year = {1995}, pages = {203-213}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/Fuzzy ART properties.pdf}, author = {J. Huang and M. Georgiopoulos and G.L. Heileman} } @conference {463, title = {Improving generalization by using genetic algorithms to determine the neural network size}, booktitle = {Southcon 95}, year = {1995}, month = {March 1995}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/Improving generalization by using genetic algorithms to determine the neural network size.pdf}, author = {G. Bebis and M. Georgiopoulos} } @conference {464, title = {Learning geometric hashing functions for model-based object recognition}, booktitle = {Fifth International Conference on Computer Vision, ICCV-1995}, year = {1995}, month = {June 1995}, address = {Cambridge, MA}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/Learning geometric hashing functions for model-based object recognition.pdf}, author = {G. Bebis and M. Georgiopoulos and N. da Victoria Lobo} } @article {427, title = {Analog circuit design and implementation of an adaptive resonance theory (ART) neural network architecture}, journal = {International Journal of Electronics}, volume = {76}, number = {2}, year = {1994}, pages = {271-291}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/Analog circuit design and implementation of an adaptive resonance theory (ART) neural network architecture.pdf}, author = {C. S. Ho and J. J. Liou and M. Georgiopoulos and G.L. Heileman and C. Christodoulou} } @conference {516, title = {Analysis of the ARTMAP neural network architecture}, booktitle = {the 1994 World Congress on Neural Networks (WCNN),Mathematical Foundations Session}, year = {1994}, month = {June 4-9, 1994}, address = {San Diego, CA}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/3I3.pdf}, author = {M. Georgiopoulos and J. Huang and G.L. Heileman} } @conference {458, title = {An application of gradient-like dynamics to neural networks}, booktitle = {Southcon 1994}, year = {1994}, month = {March 1994}, address = {Orlando, FL}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/An application of gradient-like dynamics to neural networks.pdf}, author = {J. W. House and C. Abdallah and G.L. Heileman and M. Georgiopoulos} } @conference {460, title = {Application of the ARTMAP neural network in the design of cascaded gratings and frequency selective surfaces}, booktitle = {International IEEE Antennas and Propagation Symposium}, year = {1994}, month = {June 1994}, address = {Seattle}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/Application of the ARTMAP neural network in the design of cascaded gratings and frequency selective surfaces.pdf}, author = {C. Christodoulou and J. Huang and M. Georgiopoulos and J. J. Liou} } @conference {459, title = {Design of gratings and frequency selective surfaces using Fuzzy ARTMAP neural networks}, booktitle = {Proceedings SPIE}, year = {1994}, month = {April 1994}, address = {Orlando, FL}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/Design of gratings and frequency selective surfaces using Fuzzy ARTMAP neural networks.pdf}, author = {C. Christodoulou and J. Huang and M. Georgiopoulos and J. J. Liou} } @article {429, title = {A dynamical adaptive resonance architecture}, journal = {IEEE Transactions on Neural Networks}, volume = {5}, number = {6}, year = {1994}, pages = {873-889}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/A dynamical adaptive resonance architecture.pdf}, author = {G.L. Heileman and M. Georgiopoulos and C. Abdallah} } @conference {1002, title = {Hardware implementation of an adaptive resonance theory (ART) neural network using compensated amplifiers}, booktitle = {Proceedings SPIE}, year = {1994}, month = {April}, address = {Orlando, FL}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/415.pdf}, author = {C. S. Ho and J. J. Liou and M. Georgiopoulos and C. Christodoulou} } @conference {462, title = {Hardware implementation of ART1 memories using a mixed analogdigital approach}, booktitle = {IEEE World Congress on Computational Intelligence}, year = {1994}, month = {June 26, 1994}, address = {Orlando, Fl}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/Hardware implementation of ART1 memories using a mixed analogdigital approach.pdf}, author = {C. S. Ho and J. J. Liou and M. Georgiopoulos} } @article {428, title = {Optimal feed-forward neural network architectures}, journal = {IEEE Potentials}, year = {1994}, pages = {27-31}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/Optimal feed-forward neural network architectures.pdf}, author = {G. Bebis and M. Georgiopoulos} } @conference {461, title = {Properties of learning in fuzzy ART}, booktitle = {IEEE World Congress on Computational Intelligence}, year = {1994}, month = {June 26, 1994}, address = {Orlando, Fl}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/Properties of learning in fuzzy ART.pdf}, author = {J. Huang and M. Georgiopoulos and G.L. Heileman} } @conference {517, title = {A survey of learning results for ART1 networks}, booktitle = {IEEE World Congress on Computational Intelligence}, year = {1994}, month = {Jun26-Jul2,1994}, address = {Orlando, FL}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/3I4.pdf}, author = {G.L. Heileman and M. Georgiopoulos and J. Huang} } @article {426, title = {Circuit simulation of adaptive resonance (ART) neural networks using PSpice}, journal = {International Journal of Electronics}, volume = {74}, year = {1993}, pages = {101-110}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/Circuit simulation of adaptive resonance (ART) neural networks using PSpice.pdf}, author = {D. Wuerz Jr. and J. J. Liou and M. Georgiopoulos} } @conference {535, title = {Design and simulation of analog circuits for adaptive resonance theory (ART) neural networks}, booktitle = {Symposium on Semiconductor Theory and Simulation}, year = {1993}, month = {March}, address = {Taipei, Taiwan}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/414.pdf}, author = {C. S. Ho and J. J. Liou and M. Georgiopoulos} } @conference {457, title = {A general framework for concurrent simulation on neural network models}, booktitle = {International Joint Conference on Neural Networks (IJCNN)}, year = {1992}, month = {June 1992}, address = {Baltimore, MD}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/A general framework for concurrent simulation on neural network models Conference.pdf}, author = {G.L. Heileman and M. Georgiopoulos and W. D. Roome} } @article {424, title = {A general framework for concurrent simulation on neural network models}, journal = {IEEE Transactions on Software Engineering}, volume = {18}, number = {7}, year = {1992}, pages = {551-562}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/A general framework for concurrent simulation on neural network models.pdf}, author = {G.L. Heileman and M. Georgiopoulos and W. D. Roome} } @conference {455, title = {Increasing classification accuracy using multiple-neural-network schemes}, booktitle = {Proceedings of the 1992 SPIE Conference (Technical Program on Intelligent Information Systems)}, year = {1992}, month = {April 1992}, address = {Orlando, FL}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/Increasing classification accuracy using multiple-neural-network schemes.pdf}, author = {G. Bebis and G. M. Papadourakis and M. Georgiopoulos and G.L. Heileman} } @article {425, title = {The N-N-N conjecture in ART1}, journal = {Neural Networks}, volume = {5}, year = {1992}, pages = {745-753}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/The N-N-N conjecture in ART1.pdf}, author = {M. Georgiopoulos and G.L. Heileman and J. Huang,} } @conference {456, title = {The N-N-N conjecture in ART1 Conference}, booktitle = {International Joint Conference on Neural Networks (IJCNN)}, year = {1992}, month = {June 1992}, address = {Baltimore, MD}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/The N-N-N conjecture in ART1 Conference.pdf}, author = {M. Georgiopoulos and G.L. Heileman and J. Huang} } @conference {453, title = {The analysis of the augmented ART1 neural network}, booktitle = {Proceedings of the International Joint Conference on Neural Networks}, year = {1991}, month = {November 1991}, address = {Singapore}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/The analysis of the augmented ART1 neural network.pdf}, author = {M. Georgiopoulos and G.L. Heileman} } @conference {449, title = {The augmented ART1 neural network}, booktitle = {Proceedings of the International Joint Conference on Neural Networks (IJCNN)}, year = {1991}, month = {July 1991}, address = {Seattle, Washington}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/The augmented ART1 neural network.pdf}, author = {G.L. Heileman and M. Georgiopoulos} } @conference {533, title = {Comparison of BCH and convolutional codes in direct sequence spread spectrum multiple access packet radio networks}, booktitle = {MILCOM 91}, year = {1991}, month = {November}, address = {McLean, Virginia}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/412.pdf}, author = {B. O. Smith and M. Georgiopoulos and M. Belkerdid} } @article {422, title = {Correction to {\textquoteleft}Packet error probabilities in frequency hopped spread-spectrum packet radio networks-memoryless frequency hopping patterns considered{\textquoteright}}, journal = {IEEE Trans. on Comm.}, volume = {39}, number = {3}, year = {1991}, pages = {362-364}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/Correction to {\textquoteleft}Packet error probabilities in frequency hopped spread-spectrum packet radio networks-memoryless frequency hopping patterns considered{\textquoteright}.pdf}, author = {M. Georgiopoulos} } @conference {451, title = {Error control coding for meteor burst channels}, booktitle = {MILCOM 91}, year = {1991}, month = {November 1991}, address = {McLean, Virginia}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/Error control coding for meteor burst channels.pdf}, author = {T. J. Frederick and M. Belkerdid and M. Georgiopoulos} } @conference {534, title = {On the error probability of coded frequency hopped spread spectrum systems with codeword interleaving}, booktitle = {MILCOM 91}, year = {1991}, month = {November}, address = {McLean, Virginia}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/413.pdf}, author = {M. Georgiopoulos} } @conference {452, title = {Non-linear filtering techniques for narrow-band interference rejection in direct sequence spread-spectrum systems}, booktitle = {MILCOM 91}, year = {1991}, month = {November 1991}, address = {McLean, Virginia}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/Non-linear filtering techniques for narrow-band interference rejection in direct sequence spread-spectrum systems.pdf}, author = {T. Kasparis and M. Georgiopoulos and E. Payne} } @conference {454, title = {Properties of learning in ART1}, booktitle = {Proceedings of the International Joint Conference on Neural Networks}, year = {1991}, month = {November 1991}, address = {Singapore}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/Properties of learning in ART1 Conference.pdf}, author = {M. Georgiopoulos and G.L. Heileman and J. Huang} } @article {423, title = {Properties of learning in ART1}, journal = {Neural Networks}, volume = {4}, number = {6}, year = {1991}, pages = {751-758}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/Properties of learning in ART1.pdf}, author = {M. Georgiopoulos and G.L. Heileman and J. Huang} } @conference {450, title = {Real-time unsupervised neural networks for non-implementable in natural noise A refutable hypothesis based on experiment}, booktitle = {Proceedings of the International Joint Conference on Neural Networks (IJCNN)}, year = {1991}, month = {July 1991}, address = {Seattle, Washington}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/Real-time unsupervised neural networks for non-implementable in natural noise A refutable hypothesis based on experiment.pdf}, author = {E. Nold and K. Tucker and R. Long and M. Georgiopoulos} } @conference {448, title = {Analytical and simulation models for real time networks}, booktitle = {Proceedings of the 21st Annual Pittsburgh Conference}, year = {1990}, month = {May 1990}, address = {University of Pittsburgh, School of Engineering, Pittsburgh, Pasadena}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/Analytical and simulation models for real time networks.pdf}, author = {M. Bassiouni and M. Georgiopoulos and J. Thompson} } @article {421, title = {Convergence properties of learning in ART1}, journal = {Neural Computation}, volume = {2}, number = {4}, year = {1990}, pages = {502-510}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/Convergence properties of learning in ART1.pdf}, author = {M. Georgiopoulos and G.L. Heileman and J. Huang} } @article {419, title = {On the error probability of coded frequency hopped spread spectrum multiple access systems with more than one code symbols per dwell interval}, journal = {IEEE Trans. on Comm.}, volume = {38}, number = {9}, year = {1990}, pages = {1321-1324}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/On the error probability of coded frequency-hopped spread-spectrum multiple-access systems with more than one code symbol per dwell interval.pdf}, author = {M. Georgiopoulos} } @article {1006, title = {A neural network associative memory for real-time applications}, journal = {Neural Computation}, volume = {2}, number = {1}, year = {1990}, month = {Spring 1990}, pages = {107-115}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/419.pdf}, author = {G.L. Heileman and G. M. Papadourakis and M. Georgiopoulos} } @article {420, title = {Packet error probabilities in direct sequence spread spectrum packet radio networks}, journal = {IEEE Trans. on Comm.}, volume = {38}, number = {9}, year = {1990}, pages = {1599-1606}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/Packet error probabilities in direct-sequence spread-spectrum packet radio networks.pdf}, author = {M. Georgiopoulos} } @article {418, title = {Back-Propagation: Increasing rate of convergence by predictable pattern loading}, volume = {1}, number = {3}, year = {1989}, pages = {14-30}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/Back-Propagation Increasing rate of convergence by predictable pattern loading.pdf}, author = {G. Bebis and G. M. Papadourakis and M. Georgiopoulos} } @conference {446, title = {On the error probability of coded frequency-hopped spread-spectrum multiple-access systems with more than one code symbol per dwell interval Conference}, booktitle = {MILCOM 89}, year = {1989}, month = {October 1989}, address = {Boston, Massachusetts}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/On the error probability of coded frequency-hopped spread-spectrum multiple-access systems with more than one code symbol per dwell interval Conference.pdf}, author = {M. Georgiopoulos} } @conference {444, title = {A parallel implementation of the Hopfield network on GAPP processors}, booktitle = {Proceedings of the International Joint Conference on Neural Networks}, year = {1989}, month = {June 1989}, address = {Washington, DC}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/A parallel implementation of the Hopfield network on GAPP processors.pdf}, author = {G. M. Papadourakis and G.L. Heileman and M. Georgiopoulos} } @conference {443, title = {Performance evaluation of frequency hopped receiver oriented spread spectrum packet radio networks}, booktitle = {Proceedings of the International Conference on Communications}, year = {1989}, month = {June 1989}, address = {Boston, Massachusetts}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/Performance evaluation of frequency hopped receiver oriented spread spectrum packet radio networks.pdf}, author = {M. Georgiopoulos} } @conference {447, title = {Performance of BCH and convolutional codes in direct sequence spread spectrum packet radio networks}, booktitle = {MILCOM 89}, year = {1989}, month = {October 1989}, address = {Boston, Massachusetts}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/Performance of BCH and convolutional codes in direct sequence spread spectrum packet radio networks.pdf}, author = {H. T. Owens and M. Georgiopoulos and M. Belkerdid} } @conference {445, title = {Real time simulation networking Network modeling and protocol alternatives}, booktitle = {11th Interservice / Industry Training Systems Conference}, year = {1989}, month = {November 1989}, address = {Fort Worth, Texas}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/Real time simulation networking Network modeling and protocol alternatives.pdf}, author = {M. Bassiouni and M. Georgiopoulos and J. Thompson} } @conference {442, title = {Packet error probabilities in direct sequence spread spectrum packet radio networks with BCH codes}, booktitle = {MILCOM 88}, year = {1988}, month = {October 1988}, address = {San Diego, California}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/Packet error probabilities in direct sequence spread spectrum packet radio networks with BCH codes.pdf}, author = {M. Georgiopoulos} } @article {417, title = {Packet error probabilities in frequency hopped spread spectrum packet radio networks{\textendash}Memoryless frequency hopping patterns considered}, journal = {IEEE Trans. on Comm.}, volume = {36}, number = {6}, year = {1988}, pages = {720-724}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/Packet error probabilities in frequency hopped spread spectrum packet radio networks{\textendash}Memoryless frequency hopping patterns considered.pdf}, author = {M. Georgiopoulos} } @conference {441, title = {A simulation study of a limited sensing random access algorithm for a local area network with voice users}, booktitle = {Proceedings Southeastcon}, year = {1988}, month = {April 1988}, address = {Knoxville, Tennessee}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/A simulation study of a limited sensing random access algorithm for a local area network with voice users.pdf}, author = {M. Georgiopoulos and R. M. Spillers} } @conference {515, title = {Analysis of a multi-hop CDMA packet radio network}, booktitle = {the 26th IEEE Conference on Decision and Control}, year = {1987}, month = {December 1987}, address = {Los Angeles, California}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/3I2.pdf}, author = {L. Merakos and M. Georgiopoulos} } @conference {514, title = {Packet error probabilities in frequency hopped spread spectrum packet radio networks{\textendash}Memoryless frequency hopping patterns considered}, booktitle = {the 26th IEEE Conference on Decision and Control}, year = {1987}, month = {December 1987}, address = {Los Angeles, California}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/3I1.pdf}, author = {M. Georgiopoulos} } @article {416, title = {Collision resolution algorithms utilizing absorptions and collision multiplicities}, journal = {IEEE Trans. on Comm.}, volume = {33}, year = {1985}, month = {July 1985}, pages = {pp. 401-404}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/Collision Resolution Protocols Utilizing Absorptions and Collision Multiplicities.pdf}, author = {M. Georgiopoulos and P. Papantoni-Kazakos} } @conference {1009, title = {Collision resolution protocols utilizing absorptions and collision multiplicities}, booktitle = {Abstracts of the 1983 International Symposium on Information Theory}, year = {1983}, month = {September 1983}, address = {St. Jovite, Canada}, url = {http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/422.pdf}, author = {M. Georgiopoulos and P. Papantoni-Kazakos} }