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Cardona</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">APHID: An architecture for private, high-performance integrated data-mining</style></title><secondary-title><style face="normal" font="default" size="100%">Journal of Future Generation Computer Systems</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2010</style></year><pub-dates><date><style  face="normal" font="default" size="100%">July 2010</style></date></pub-dates></dates><volume><style face="normal" font="default" size="100%">26</style></volume><pages><style face="normal" font="default" size="100%">891-904</style></pages><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">A. Koufakou</style></author><author><style face="normal" font="default" size="100%">M. Georgiopoulos</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">A fast outlier detection strategy for distributed high dimensional datasets with mixed attributes</style></title><secondary-title><style face="normal" font="default" size="100%">Data Mining and Knowledge Discovery</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2010</style></year><pub-dates><date><style  face="normal" font="default" size="100%">March 2010</style></date></pub-dates></dates><volume><style face="normal" font="default" size="100%">20</style></volume><pages><style face="normal" font="default" size="100%">259-289</style></pages><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">A. Koufakou</style></author><author><style face="normal" font="default" size="100%">J. Secretan</style></author><author><style face="normal" font="default" size="100%">M. Georgiopoulos</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Non-derivable itemsets for fast outlier detection in large high dimensional categorical data</style></title><secondary-title><style face="normal" font="default" size="100%">Knowledge and Information Systems</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2010</style></year><pub-dates><date><style  face="normal" font="default" size="100%">Dec. 2010</style></date></pub-dates></dates><urls><web-urls><url><style face="normal" font="default" size="100%">http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/252.pdf</style></url></web-urls></urls><pages><style face="normal" font="default" size="100%">1-29</style></pages><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>47</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">J. Secretan</style></author><author><style face="normal" font="default" size="100%">A. Koufakou</style></author><author><style face="normal" font="default" size="100%">M. Georgiopoulos</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">APHID: A practical architecture for high-performance, privacy preserving, data-mining</style></title><secondary-title><style face="normal" font="default" size="100%">DMIN 2009</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2009</style></year><pub-dates><date><style  face="normal" font="default" size="100%">July 13-16, 2009</style></date></pub-dates></dates><urls><web-urls><url><style face="normal" font="default" size="100%">http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/3165.pdf</style></url></web-urls></urls><pub-location><style face="normal" font="default" size="100%">Las Vegas,NV</style></pub-location><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">A. Koufakou</style></author><author><style face="normal" font="default" size="100%">M. Georgiopoulos</style></author><author><style face="normal" font="default" size="100%">G.C. Anagnostopoulos</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Detecting Outliers in High-Dimensional Datasets with Mixed Attributes</style></title><secondary-title><style face="normal" font="default" size="100%">International Conference on Data Mining (DMIN 2008)</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2008</style></year><pub-dates><date><style  face="normal" font="default" size="100%">July</style></date></pub-dates></dates><urls><web-urls><url><style face="normal" font="default" size="100%">http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/246.pdf</style></url></web-urls></urls><pub-location><style face="normal" font="default" size="100%">L. Vegas,NV</style></pub-location><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">A. Koufakou</style></author><author><style face="normal" font="default" size="100%">J. Secretan</style></author><author><style face="normal" font="default" size="100%">J. Reeder</style></author><author><style face="normal" font="default" size="100%">K. Cardona</style></author><author><style face="normal" font="default" size="100%">M. Georgiopoulos</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Fast Parallel Outlier Detection for Categorical Datasets using MapReduce</style></title><secondary-title><style face="normal" font="default" size="100%">IEEE World Congress on Computational Intelligence (WCCI)</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2008</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/247.pdf</style></url></web-urls></urls><pub-location><style face="normal" font="default" size="100%">Hong Kong</style></pub-location><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>47</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">A. Koufakou</style></author><author><style face="normal" font="default" size="100%">E. Ortiz</style></author><author><style face="normal" font="default" size="100%">M. Georgiopoulos</style></author><author><style face="normal" font="default" size="100%">G.C. Anagnostopoulos</style></author><author><style face="normal" font="default" size="100%">M. K. Reynolds</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">A scalable and efficient otlier detection strategy for categorical data</style></title><secondary-title><style face="normal" font="default" size="100%">Annual IEE International Conference on Tools with Artificial Intelligence, 2007 (ICTAI 2007),</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2007</style></year><pub-dates><date><style  face="normal" font="default" size="100%">Oct29-31, 2007</style></date></pub-dates></dates><urls><web-urls><url><style face="normal" font="default" size="100%">http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/3159.pdf</style></url></web-urls></urls><pub-location><style face="normal" font="default" size="100%">Patras, Greece</style></pub-location><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">A. Koufakou</style></author><author><style face="normal" font="default" size="100%">E. Ortiz</style></author><author><style face="normal" font="default" size="100%">M. Georgiopoulos</style></author><author><style face="normal" font="default" size="100%">G.C. Anagnostopoulos</style></author><author><style face="normal" font="default" size="100%">K. Reynolds</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">A Scalable and Efficient Outlier Detection Strategy for Categorical Data</style></title><secondary-title><style face="normal" font="default" size="100%">International Conference on Tools with Artificial Intelligence (ICTAI)</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2007</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/26.pdf</style></url></web-urls></urls><pub-location><style face="normal" font="default" size="100%">Patras,Greece</style></pub-location><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">O. Kursun</style></author><author><style face="normal" font="default" size="100%">A. Koufakou</style></author><author><style face="normal" font="default" size="100%">A. Wakchaure</style></author><author><style face="normal" font="default" size="100%">M. Georgiopoulos</style></author><author><style face="normal" font="default" size="100%">K. Reynolds</style></author><author><style face="normal" font="default" size="100%">R. Eaglin</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Answer: approximate Name Search with Errors in Large Databases by a Novel Approach Based on Prefix-dictionary</style></title><secondary-title><style face="normal" font="default" size="100%">International Journal on Artificial Intelligence Tools</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2006</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/29.pdf</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">15.5</style></volume><pages><style face="normal" font="default" size="100%">839–848</style></pages><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">A. Koufakou</style></author><author><style face="normal" font="default" size="100%">N. Weihs</style></author><author><style face="normal" font="default" size="100%">M. Georgiopoulos</style></author><author><style face="normal" font="default" size="100%">A. Al-Daraiseh</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Comparisons of Gaussian ARTMAP and Distributed Gaussian ARTMAP Classifiers - The Category Proliferation Problem</style></title><secondary-title><style face="normal" font="default" size="100%">Evolutionary Programming,Complex Systems and Artificial Life also presented at the 2006 Artificial Neural Networks in Engineering (ANNIE)</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2006</style></year><pub-dates><date><style  face="normal" font="default" size="100%">November</style></date></pub-dates></dates><urls><web-urls><url><style face="normal" font="default" size="100%">http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/92.pdf</style></url></web-urls></urls><pub-location><style face="normal" font="default" size="100%">St. Louis,Missouri</style></pub-location><volume><style face="normal" font="default" size="100%">16</style></volume><pages><style face="normal" font="default" size="100%">695–704</style></pages><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>47</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">A. Koufakou</style></author><author><style face="normal" font="default" size="100%">N. Weihs</style></author><author><style face="normal" font="default" size="100%">M. Georgiopoulos</style></author><author><style face="normal" font="default" size="100%">A. Al-Daraiseh</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Comparisons of Gaussian ARTMAP and Distributed Gaussian ARTMAP: The Category Proliferation problem</style></title><secondary-title><style face="normal" font="default" size="100%">ANNIE 2006</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2006</style></year><pub-dates><date><style  face="normal" font="default" size="100%">November 2006</style></date></pub-dates></dates><urls><web-urls><url><style face="normal" font="default" size="100%">http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/3148.pdf</style></url></web-urls></urls><pub-location><style face="normal" font="default" size="100%">St. Louis, Missouri</style></pub-location><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">O. Kursun</style></author><author><style face="normal" font="default" size="100%">A. Koufakou</style></author><author><style face="normal" font="default" size="100%">B. Chen</style></author><author><style face="normal" font="default" size="100%">M. Georgiopoulos</style></author><author><style face="normal" font="default" size="100%">K. Reynolds</style></author><author><style face="normal" font="default" size="100%">R. Eaglin</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">A Dictionary-Based Approach to Fast and Accurate Name Matching in Large Law Enforcement Databases</style></title><secondary-title><style face="normal" font="default" size="100%">IEEE Intelligence and Security Informatics (ISI) Conference</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2006</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/30.pdf</style></url></web-urls></urls><pub-location><style face="normal" font="default" size="100%">San Diego,California</style></pub-location><pages><style face="normal" font="default" size="100%">72–82</style></pages><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>47</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">A. Koufakou</style></author><author><style face="normal" font="default" size="100%">A. Wakchaure</style></author><author><style face="normal" font="default" size="100%">O. Kursun</style></author><author><style face="normal" font="default" size="100%">M. Georgiopoulos</style></author><author><style face="normal" font="default" size="100%">K. Reynolds</style></author><author><style face="normal" font="default" size="100%">R. Eaglin</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Burglary data mining – A three tiered approach: Local satte and nation-wide</style></title><secondary-title><style face="normal" font="default" size="100%">the 2nd Annual GIS Symposium at TU</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2005</style></year><pub-dates><date><style  face="normal" font="default" size="100%">May 10-11, 2005</style></date></pub-dates></dates><urls><web-urls><url><style face="normal" font="default" size="100%">http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/3129.pdf</style></url></web-urls></urls><pub-location><style face="normal" font="default" size="100%">Troy, Alabama</style></pub-location><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">A. Koufakou</style></author><author><style face="normal" font="default" size="100%">M. Georgiopoulos</style></author><author><style face="normal" font="default" size="100%">G.C. Anagnostopoulos</style></author><author><style face="normal" font="default" size="100%">T. Kasparis</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Cross-validation in Fuzzy ARTMAP for large databases</style></title><secondary-title><style face="normal" font="default" size="100%">Neural Networks</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2001</style></year><pub-dates><date><style  face="normal" font="default" size="100%">November</style></date></pub-dates></dates><urls><web-urls><url><style face="normal" font="default" size="100%">http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/193.pdf</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">14.9</style></volume><pages><style face="normal" font="default" size="100%">1279-1291</style></pages><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">M. Georgiopoulos</style></author><author><style face="normal" font="default" size="100%">A. Koufakou</style></author><author><style face="normal" font="default" size="100%">G.C. Anagnostopoulos</style></author><author><style face="normal" font="default" size="100%">T. Kasparis</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Cross-Validation in Fuzzy ARTMAP Neural Networks for Large Sample Classification Problems</style></title><secondary-title><style face="normal" font="default" size="100%">Proceedings of SPIE; Applications and Science of Computational Intelligence IV</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2001</style></year><pub-dates><date><style  face="normal" font="default" size="100%">April</style></date></pub-dates></dates><urls><web-urls><url><style face="normal" font="default" size="100%">http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/237.pdf</style></url></web-urls></urls><pub-location><style face="normal" font="default" size="100%">Orlando,FL</style></pub-location><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">M. Georgiopoulos</style></author><author><style face="normal" font="default" size="100%">A. Koufakou</style></author><author><style face="normal" font="default" size="100%">G.C. Anagnostopoulos</style></author><author><style face="normal" font="default" size="100%">T. Kasparis</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Over-training in Fuzzy ARTMAP: Myth or Reality?</style></title><secondary-title><style face="normal" font="default" size="100%">Proceedings of the International Joint Conference on Neural Networks</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2001</style></year><pub-dates><date><style  face="normal" font="default" size="100%">July</style></date></pub-dates></dates><urls><web-urls><url><style face="normal" font="default" size="100%">http://www.eecs.ucf.edu/georgiopoulos/sites/default/files/166.pdf</style></url></web-urls></urls><pub-location><style face="normal" font="default" size="100%">Washington,DC</style></pub-location><pages><style face="normal" font="default" size="100%">1186–1190</style></pages><language><style face="normal" font="default" size="100%">eng</style></language></record></records></xml>