APHID: An architecture for private, high-performance integrated data-mining - J. Secretan; A. Koufakou; M. Georgiopoulos; K. Cardona (Journal of Future Generation Computer Systems, 2010)

A fast outlier detection strategy for distributed high dimensional datasets with mixed attributes - A. Koufakou; M. Georgiopoulos (Data Mining and Knowledge Discovery, 2010)

Non-derivable itemsets for fast outlier detection in large high dimensional categorical data - A. Koufakou; J. Secretan; M. Georgiopoulos (Knowledge and Information Systems, 2010)

APHID: A practical architecture for high-performance, privacy preserving, data-mining - J. Secretan; A. Koufakou; M. Georgiopoulos (DMIN 2009, 2009)

Detecting Outliers in High-Dimensional Datasets with Mixed Attributes - A. Koufakou; M. Georgiopoulos; G.C. Anagnostopoulos (International Conference on Data Mining (DMIN 2008), 2008)

Fast Parallel Outlier Detection for Categorical Datasets using MapReduce - A. Koufakou; J. Secretan; J. Reeder; K. Cardona; M. Georgiopoulos (IEEE World Congress on Computational Intelligence (WCCI), 2008)

A scalable and efficient otlier detection strategy for categorical data - A. Koufakou; E. Ortiz; M. Georgiopoulos; G.C. Anagnostopoulos; M. K. Reynolds (Annual IEE International Conference on Tools with Artificial Intelligence, 2007 (ICTAI 2007), 2007)

A Scalable and Efficient Outlier Detection Strategy for Categorical Data - A. Koufakou; E. Ortiz; M. Georgiopoulos; G.C. Anagnostopoulos; K. Reynolds (International Conference on Tools with Artificial Intelligence (ICTAI), 2007)

Answer: approximate Name Search with Errors in Large Databases by a Novel Approach Based on Prefix-dictionary - O. Kursun; A. Koufakou; A. Wakchaure; M. Georgiopoulos; K. Reynolds; R. Eaglin (International Journal on Artificial Intelligence Tools, 2006)

Comparisons of Gaussian ARTMAP and Distributed Gaussian ARTMAP Classifiers - The Category Proliferation Problem - A. Koufakou; N. Weihs; M. Georgiopoulos; A. Al-Daraiseh (Evolutionary Programming,Complex Systems and Artificial Life also presented at the 2006 Artificial Neural Networks in Engineering (ANNIE), 2006)

Comparisons of Gaussian ARTMAP and Distributed Gaussian ARTMAP: The Category Proliferation problem - A. Koufakou; N. Weihs; M. Georgiopoulos; A. Al-Daraiseh (ANNIE 2006, 2006)

A Dictionary-Based Approach to Fast and Accurate Name Matching in Large Law Enforcement Databases - O. Kursun; A. Koufakou; B. Chen; M. Georgiopoulos; K. Reynolds; R. Eaglin (IEEE Intelligence and Security Informatics (ISI) Conference, 2006)

Burglary data mining – A three tiered approach: Local satte and nation-wide - A. Koufakou; A. Wakchaure; O. Kursun; M. Georgiopoulos; K. Reynolds; R. Eaglin (the 2nd Annual GIS Symposium at TU, 2005)

Cross-validation in Fuzzy ARTMAP for large databases - A. Koufakou; M. Georgiopoulos; G.C. Anagnostopoulos; T. Kasparis (Neural Networks, 2001)

Cross-Validation in Fuzzy ARTMAP Neural Networks for Large Sample Classification Problems - M. Georgiopoulos; A. Koufakou; G.C. Anagnostopoulos; T. Kasparis (Proceedings of SPIE; Applications and Science of Computational Intelligence IV, 2001)

Over-training in Fuzzy ARTMAP: Myth or Reality? - M. Georgiopoulos; A. Koufakou; G.C. Anagnostopoulos; T. Kasparis (Proceedings of the International Joint Conference on Neural Networks, 2001)