J. Secretan, M. Lawson and L. Boloni, “Efficient Allocation and Composition of Distributed Storage,” Journal of Supercomputing, Vol. 47, pp. 286-310, 2009.   pdf

M. Georgiopoulos, R.F. DeMara, A.J. Gonzalez, A.S. Wu, M. Mollaghasemi, E.Gelenbe, M. Kysilka, J. Secretan, C.A. Sharma, A.J. Alnsour, “Combined Research and Curriculum Development in Machine Learning,” IEEE Transactions on Education (To Appear).  doc

J. Secretan, N. Beato, D.B. D’Ambrosio, A. Rodriguez, A. Campbell, K.O. Stanley, “Picbreeder: Collaborative Interactive Evolution of Images,” Leonardo (Transactions Section), Vol. 41, No.1, pp. 98-99, 2008.   pdf

J. Castro, J. Secretan, M. Georgiopoulos, R.F. Demara, G. Anagnostopoulos, A. Gonzalez, “Pipelining of Fuzzy ARTMAP without Matchtracking: Correctness, Performance Bound, and Beowulf Evaluation,” Neural Networks, Vol. 20, No. 1, pp 109-128, January 2007.   pdf

J. Castro, M. Georgiopoulos, J. Secretan, Demara, R.F., Anagnostopoulos, A. and Gonzalez, A., “Parallelization of Fuzzy ARTMAP to Improve its Convergence Speed: The Network Partitioning Approach and the Data Partitioning Approach,”; Nonlinear Analysis: Theory, Methods and Applications, Vol. 63, pp e877-e889.  November 2005.   pdf

Selected Conference Papers

J. Secretan, A. Koufakou and M. Georgiopoulos, “APHID: A Practical Architecture for High-Performance, Privacy-Preserving Data Mining,” International Conference on Data Mining (DMIN), Las Vegas, NV, July 13-16, 2009.   pdf

A. Koufakou, J. Secretan and M. Georgiopoulos, “Outlier Detection for Large High-Dimensional Data Using Non-Derivable and Non-Almost-Derivable Sets,” International Conference on Data Mining (DMIN), Las Vegas, NV, July 13-16, 2009.

A. Koufakou, J. Secretan, J. Reeder, Kel Cardona, M. Georgiopoulos, G. Anagnostopoulos, “Fast Parallel Outlier Detection for Categorical Datasets Using MapReduce,” World Congress on Computational Intelligence (WCCI), Hong Kong, China, June 1-6, 2008.   pdf

J. Secretan, N. Beato, D.B. D’Ambrosio, A. Rodriguez, A. Campbell, K.O. Stanley, “Picbreeder: Evolving Pictures Collaboratively Online,” Human Factors in Computing Systems (CHI) Conference, Florence, Italy, April 5-10, 2008.   pdf

J. Secretan, M. Georgiopoulos, J. Castro, “A Privacy Preserving Probabilistic Neural Network for Horizontally Partitioned Databases,” International Joint Conference on Neural Networks, Orlando, FL, August 12-17, 2007.   pdf

J. Castro, M. Georgiopoulos, J. Secretan, “Analyzing the Fuzzy ARTMAP Matchtracking mechanism with co-objetive Optimization Theory,” International Joint Conference on Neural Networks, Orlando, FL, August 12-17, 2007.   pdf

J. Secretan,  M. Lawson, L. Boloni, “Brokering Algorithms for Composing Low Cost Distributed Storage Resources,” Workshop on Scalable Data Management Applications and Systems (SDMAS), in the International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA’07), Las Vegas, NV, June 25-28, 2007.   pdf

J. Secretan, E. Turner, D. Turgut, “PREDATOR: A Protocol for Ad-hoc and Brokered Dynamic Spectrum Management,” Wireless Communication and Networking Conference, March 11-15, 2007, pp. 2553-2558.   pdf

J. Secretan, M. Georgiopoulos, I. Maidhof, P. Shibly, J. Hecker, “Methods for Parallelizing the Probabilistic Neural Network on a Beowulf Cluster Computer,” WCCI, Vancouver, B.C., Canada, July 16-21, 2006, pp. 2378-2385.   pdf

J. Secretan, J. Castro,  A. Chadha, B. Huber, J. Tapia,  M. Georgiopoulos, G. Anagnostopoulos, S. Richie, “Pipelining of ART Architectures (FAM, GAM, EAM) Without Match Tracking,” Artificial Neural Networks In Engineering Proceedings, St. Louis, MO, November 6-9, 2005.   pdf

J. Secretan, J. Castro,  M. Georgiopoulos,  J. Tapia,  A. Chadha, B. Huber, G. Anagnostopoulos, S. Richie, “Parallelizing the Fuzzy ARTMAP Algorithm on a Beowulf Cluster,” International Joint Conference on Neural Networks Proceedings, Montreal, Quebec, Canada, July 31-August 4, 2005.   pdf

J. Secretan and G. Schiavone, “Genetic Algorithm and Neural Network Hybrids for Controlling Mobile Robots,” 26th  Inter-Service/Industry Training, Simulation, and Education Conference Proceedings, Orlando, FL, December 6-9, 2004.   pdf

J. Castro, J. Secretan, M. Georgiopoulos, R.F. Demara, G. Anagnostopoulos, A. Gonzalez, “Pipelining of Fuzzy ARTMAP (FAM) Without Match Tracking,” Artificial Neural Networks In Engineering (ANNIE) Proceedings, St. Louis, MO, November 7-10, 2004.   pdf

J. Castro, M. Georgiopoulos, J. Secretan, R.F. Demara, G. Anagnostopoulos and A. Gonzalez, “Parallelization of Fuzzy ARTMAP to Improve its Convergence Speed: The Network Partitioning Approach and the Data Partitioning Approach,” World Congress of Nonlinear Analysis (WCNA) Proceedings, Orlando, FL, June 30-July 7, 2004.   pdf

G. Schiavone, M. Dolezal, J. Tracy, J. Secretan and L. Mangold, “Beowulf Supercomputing for Mobile Applications,” 25th  Inter-Service/Industry Training, Simulation, and Education Conference Proceedings, Orlando, FL, December 1-4, 2003.