@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 {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}
}
@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}
}
@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}
}
@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}
}
@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 {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}
}
@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}
}
@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}
}
@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 {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}
}
