Michael Georgiopoulos

2009
60	EE	Assem Kaylani, Michael Georgiopoulos, Mansooreh Mollaghasemi, Georgios C. Anagnostopoulos: AG-ART: An adaptive approach to evolving ART architectures. Neurocomputing 72(10-12): 2079-2092 (2009)
2008
59		Niels da Vitoria Lobo, Takis Kasparis, Fabio Roli, James Tin-Yau Kwok, Michael Georgiopoulos, Georgios C. Anagnostopoulos, Marco Loog: Structural, Syntactic, and Statistical Pattern Recognition, Joint IAPR International Workshop, SSPR & SPR 2008, Orlando, USA, December 4-6, 2008. Proceedings Springer 2008
58		John Reeder, Gita Sukthankar, Michael Georgiopoulos, Georgios C. Anagnostopoulos: Intelligent Trading Agents for Massively Multi-player Game Economies. AIIDE 2008
57		Anna Koufakou, Michael Georgiopoulos, Georgios C. Anagnostopoulos: Detecting Outliers in High-Dimensional Datasets with Mixed Attributes. DMIN 2008: 427-433
56		Jason R. Beck, Maria Garcia, Mingyu Zhong, Michael Georgiopoulos, Georgios C. Anagnostopoulos: A Backward Adjusting Strategy and Optimization of the C4.5 Parameters to Improve C4.5's Performance. FLAIRS Conference 2008: 35-40
55	EE	Christopher Sentelle, Georgios C. Anagnostopoulos, Michael Georgiopoulos: A fast revised simplex method for SVM training. ICPR 2008: 1-4
54	EE	Mingyu Zhong, Michael Georgiopoulos, Georgios C. Anagnostopoulos: Properties of the k-norm pruning algorithm for decision tree classifiers. ICPR 2008: 1-4
53	EE	Assem Kaylani, Michael Georgiopoulos, Mansooreh Mollaghasemi, Georgios C. Anagnostopoulos: MO-GART: Multiobjective genetic ART architectures. IEEE Congress on Evolutionary Computation 2008: 1425-1432
52	EE	Assem Kaylani, Michael Georgiopoulos, Mansooreh Mollaghasemi, Georgios C. Anagnostopoulos: Efficient evolution of ART neural networks. IEEE Congress on Evolutionary Computation 2008: 3456-3463
51	EE	Anna Koufakou, Jimmy Secretan, John Reeder, Kelvin Cardona, Michael Georgiopoulos: Fast parallel outlier detection for categorical datasets using MapReduce. IJCNN 2008: 3298-3304
50	EE	Olcay Kursun, Michael Georgiopoulos, Kenneth M. Reynolds: Name Matching in Law Enforcement Database. Intelligence and Security Informatics 2008: 151-172
49	EE	Mingyu Zhong, Michael Georgiopoulos, Georgios C. Anagnostopoulos: A k -norm pruning algorithm for decision tree classifiers based on error rate estimation. Machine Learning 71(1): 55-88 (2008)
2007
48		Mingyu Zhong, Michael Georgiopoulos, Georgios C. Anagnostopoulos: Experiments with an innovative tree pruning algorithm. Artificial Intelligence and Applications 2007: 385-390
47	EE	Anna Koufakou, Enrique G. Ortiz, Michael Georgiopoulos, Georgios C. Anagnostopoulos, Kenneth M. Reynolds: A Scalable and Efficient Outlier Detection Strategy for Categorical Data. ICTAI (2) 2007: 210-217
46	EE	Jimmy Secretan, Michael Georgiopoulos, José Castro: A Privacy Preserving Probabilistic Neural Network for Horizontally Partitioned Databases. IJCNN 2007: 1554-1559
45	EE	Assem Kaylani, Ahmad Al-Daraiseh, Michael Georgiopoulos, Mansooreh Mollaghasemi, Georgios C. Anagnostopoulos, Annie S. Wu: Genetic Optimization of ART Neural Network Architectures. IJCNN 2007: 379-384
44	EE	José Castro, Michael Georgiopoulos, Jimmy Secretan: Analyzing the Fuzzy ARTMAP Matchtracking mechanism with Co-Objective Optimization Theory. IJCNN 2007: 743-748
43	EE	Christopher Sentelle, Michael Georgiopoulos, Georgios C. Anagnostopoulos, Cynthia Young: On Extending the SMO Algorithm Sub-Problem. IJCNN 2007: 886-891
42	EE	Ahmad Al-Daraiseh, Assem Kaylani, Michael Georgiopoulos, Mansooreh Mollaghasemi, Annie S. Wu, Georgios C. Anagnostopoulos: Genetically Engineered ART Architectures. Computational Intelligence Based on Lattice Theory 2007: 233-262
41	EE	Mingyu Zhong, Dave Coggeshall, Ehsan Ghaneie, Thomas Pope, Mark Rivera, Michael Georgiopoulos, Georgios C. Anagnostopoulos, Mansooreh Mollaghasemi, Samuel Richie: Gap-Based Estimation: Choosing the Smoothing Parameters for Probabilistic and General Regression Neural Networks. Neural Computation 19(10): 2840-2864 (2007)
40	EE	José Castro, Jimmy Secretan, Michael Georgiopoulos, Ronald F. DeMara, Georgios C. Anagnostopoulos, Avelino J. Gonzalez: Pipelining of Fuzzy ARTMAP without matchtracking: Correctness, performance bound, and Beowulf evaluation. Neural Networks 20(1): 109-128 (2007)
39	EE	Mingyu Zhong, Bryan Rosander, Michael Georgiopoulos, Georgios C. Anagnostopoulos, Mansooreh Mollaghasemi, Samuel Richie: Experiments with Safe muARTMAP : Effect of the network parameters on the network performance. Neural Networks 20(2): 245-259 (2007)
38	EE	Ahmad Al-Daraiseh, Assem Kaylani, Michael Georgiopoulos, Mansooreh Mollaghasemi, Annie S. Wu, Georgios C. Anagnostopoulos: GFAM: Evolving Fuzzy ARTMAP neural networks. Neural Networks 20(8): 874-892 (2007)
2006
37		Mingyu Zhong, Michael Georgiopoulos, Georgios C. Anagnostopoulos, Mansooreh Mollaghasemi: Generalized Entropy for Splitting on Numerical Attributes in Decision Trees. FLAIRS Conference 2006: 604-609
36		Ahmad Al-Daraiseh, Michael Georgiopoulos, Annie S. Wu, Georgios C. Anagnostopoulos, Mansooreh Mollaghasemi: GFAM: Evolving Fuzzy ARTMAP Neural Networks. FLAIRS Conference 2006: 694-699
35	EE	Mingyu Zhong, Dave Coggeshall, Ehsan Ghaneie, Thomas Pope, Mark Rivera, Michael Georgiopoulos, Georgios C. Anagnostopoulos, Mansooreh Mollaghasemi, Samuel Richie: Gap-Based Estimation: Choosing the Smoothing Parameters for Probabilistic and General Regression Neural Networks. IJCNN 2006: 1870-1877
34	EE	Jimmy Secretan, Michael Georgiopoulos, Ian Maidhof, Philip Shibly, Joshua Hecker: Methods for Parallelizing the Probabilistic Neural Network on a Beowulf Cluster Computer. IJCNN 2006: 2378-2385
33	EE	Mingyu Zhong, Bryan Rosander, Michael Georgiopoulos, Georgios C. Anagnostopoulos, Mansooreh Mollaghasemi, Samuel Richie: Experiments with Safe ARTMAP and Comparisons to Other ART Networks. IJCNN 2006: 720-727
32	EE	Olcay Kursun, Anna Koufakou, Bing Chen, Michael Georgiopoulos, Kenneth M. Reynolds, Ronald Eaglin: A Dictionary-Based Approach to Fast and Accurate Name Matching in Large Law Enforcement Databases. ISI 2006: 72-82
31	EE	H. K. G. Fernlund, Avelino J. Gonzalez, Michael Georgiopoulos, Ronald F. DeMara: Learning tactical human behavior through observation of human performance. IEEE Transactions on Systems, Man, and Cybernetics, Part B 36(1): 128-140 (2006)
30	EE	Olcay Kursun, Anna Koufakou, Abhijit Wakchaure, Michael Georgiopoulos, Kenneth M. Reynolds, Ronald Eaglin: Answer: approximate Name Search with Errors in Large Databases by a Novel Approach Based on Prefix-dictionary. International Journal on Artificial Intelligence Tools 15(5): 839-848 (2006)
29	EE	Stephen J. Verzi, Gregory L. Heileman, Michael Georgiopoulos: Boosted ARTMAP: Modifications to fuzzy ARTMAP motivated by boosting theory. Neural Networks 19(4): 446-468 (2006)
2005
28	EE	José Castro, Michael Georgiopoulos, Ronald F. DeMara, Avelino J. Gonzalez: Data-partitioning using the Hilbert space filling curves: Effect on the speed of convergence of Fuzzy ARTMAP for large database problems. Neural Networks 18(7): 967-984 (2005)
2004
27		José Castro, Michael Georgiopoulos, Ronald F. DeMara, Avelino J. Gonzalez: A Partitioned Fuzzy ARTMAP Implementation for Fast Processing of Large Databases on Sequential Machines. FLAIRS Conference 2004
26	EE	Mansooreh Mollaghasemi, Michael Georgiopoulos, Anne Donnelly, Dayana Cope, Martin J. Steele: Educating Middle and High School Students in Space Operations: The Simulation Approach. Winter Simulation Conference 2004: 2075-
2003
25		Michael Georgiopoulos, Georgios C. Anagnostopoulos, Madan Bharadwaj: Experimental Comparisons of Semi-Supervised and Supervised ART Classifiers (Invited Talk). FLAIRS Conference 2003: 433
24	EE	Michael Georgiopoulos, José Castro, Annie S. Wu, Ronald F. DeMara, E. Gelenbe, Avelino J. Gonzalez, M. Kysilka, Mansooreh Mollaghasemi: CRCD in machine learning at the University of Central Florida preliminary experiences. ITiCSE 2003: 249
23	EE	Georgios C. Anagnostopoulos, Michael Georgiopoulos: Putting the Utility of Match Tracking in Fuzzy ARTMAP Training to the Test. KES 2003: 1-6
2002
22	EE	Georgios C. Anagnostopoulos, Michael Georgiopoulos: Category regions as new geometrical concepts in Fuzzy-ART and Fuzzy-ARTMAP. Neural Networks 15(10): 1205-1221 (2002)
2001
21	EE	Amy E. Henninger, Avelino J. Gonzalez, Michael Georgiopoulos, Ronald F. DeMara: A Connectionist-Symbolic Approach to Modeling Agent Behavior: Neural Networks Grouped by Contexts. CONTEXT 2001: 198-209
20	EE	Anna Koufakou, Michael Georgiopoulos, Georgios C. Anagnostopoulos, Takis Kasparis: Cross-validation in Fuzzy ARTMAP for large databases. Neural Networks 14(9): 1279-1291 (2001)
19	EE	Takis Kasparis, Dimitrios Charalampidis, Michael Georgiopoulos, Jannick P. Rolland: Segmentation of textured images based on fractals and image filtering. Pattern Recognition 34(10): 1963-1973 (2001)
2000
18	EE	Stephen J. Verzi, Gregory L. Heileman, Michael Georgiopoulos, Michael J. Healy: Hierarchical ARTMAP. IJCNN (6) 2000: 41-46
17	EE	Dimitrios Charalampidis, Michael Georgiopoulos, Takis Kasparis: Classification of Noisy Signals Using Fuzzy ARTMAP Neural Networks. IJCNN (6) 2000: 53-58
16	EE	Georgios C. Anagnostopoulos, Michael Georgiopoulos: Hypersphere ART and ARTMAP for Unsupervised and Supervised, Incremental Learning. IJCNN (6) 2000: 59-66
15		George Bebis, Satish Uthiram, Michael Georgiopoulos: Face Detection and Verification Using Genetic Search. International Journal on Artificial Intelligence Tools 9(2): 225-246 (2000)
1999
14	EE	Issam Dagher, Michael Georgiopoulos, Gregory L. Heileman, George Bebis: An ordering algorithm for pattern presentation in fuzzy ARTMAP that tends to improve generalization performance. IEEE Transactions on Neural Networks 10(4): 768-778 (1999)
13	EE	Michael Georgiopoulos, Issam Dagher, Gregory L. Heileman, George Bebis: Properties of learning of a Fuzzy ART Variant. Neural Networks 12(6): 837-850 (1999)
12	EE	George Bebis, Michael Georgiopoulos, Niels da Vitoria Lobo, Mubarak Shah: Learning affine transformations. Pattern Recognition 32(10): 1783-1799 (1999)
1998
11		George Bebis, Michael Georgiopoulos, Mubarak Shah, Niels da Vitoria Lobo: Using Algebraic Functions of Views for Indexing-Based Object Recognition. ICCV 1998: 634-639
10	EE	George Bebis, Michael Georgiopoulos, Mubarak Shah, Niels da Vitoria Lobo: Indexing Based on Algebraic Functions of Views. Computer Vision and Image Understanding 72(3): 360-378 (1998)
9	EE	George Bebis, Michael Georgiopoulos, Niels da Vitoria Lobo: Using self-organizing maps to learn geometric hash functions for model-based object recognition. IEEE Transactions on Neural Networks 9(3): 560-570 (1998)
1997
8	EE	George Bebis, Michael Georgiopoulos, Takis Kasparis: Coupling weight elimination with genetic algorithms to reduce network size and preserve generalization. Neurocomputing 17(3-4): 167-194 (1997)
1996
7	EE	Michael Georgiopoulos, Hans Fernlund, George Bebis, Gregory L. Heileman: Order of Search in Fuzzy ART and Fuzzy ARTMAP: Effect of the Choice Parameter. Neural Networks 9(9): 1541-1559 (1996)
1995
6	EE	George Bebis, Michael Georgiopoulos, Niels da Vitoria Lobo: Learning Geometric Hashing Functions for Model-Based Object Recognition. ICCV 1995: 543-548
5	EE	Juxin Huang, Michael Georgiopoulos, Gregory L. Heileman: Fuzzy ART properties. Neural Networks 8(2): 203-213 (1995)
1994
4	EE	Michael Georgiopoulos, Juxin Huang, Gregory L. Heileman: Properties of learning in ARTMAP. Neural Networks 7(3): 495-506 (1994)
1992
3	EE	Gregory L. Heileman, Michael Georgiopoulos, William D. Roome: A General Framework for Concurrent Simulation of Neural Network Models. IEEE Trans. Software Eng. 18(7): 551-562 (1992)
2	EE	Michael Georgiopoulos, Gregory L. Heileman, Juxin Huang: The N-N-N conjecture in ART1. Neural Networks 5(5): 745-753 (1992)
1991
1	EE	Michael Georgiopoulos, Gregory L. Heileman, Juxin Huang: Properties of learning related to pattern diversity in ART1. Neural Networks 4(6): 751-757 (1991)

Coauthor Index

1	Ahmad Al-Daraiseh	[36] [38] [42] [45]
2	Georgios C. Anagnostopoulos	[16] [20] [22] [23] [25] [33] [35] [36] [37] [38] [39] [40] [41] [42] [43] [45] [47] [48] [49] [52] [53] [54] [55] [56] [57] [58] [59] [60]
3	George Bebis	[6] [7] [8] [9] [10] [11] [12] [13] [14] [15]
4	Jason R. Beck	[56]
5	Madan Bharadwaj	[25]
6	Kelvin Cardona	[51]
7	José Castro	[24] [27] [28] [40] [44] [46]
8	Dimitrios Charalampidis	[17] [19]
9	Bing Chen	[32]
10	Dave Coggeshall	[35] [41]
11	Dayana Cope	[26]
12	Issam Dagher	[13] [14]
13	Ronald F. DeMara	[21] [24] [27] [28] [31] [40]
14	Anne Donnelly	[26]
15	Ronald Eaglin	[30] [32]
16	H. K. G. Fernlund	[31]
17	Hans Fernlund	[7]
18	Maria Garcia	[56]
19	E. Gelenbe	[24]
20	Ehsan Ghaneie	[35] [41]
21	Avelino J. Gonzalez	[21] [24] [27] [28] [31] [40]
22	Michael J. Healy	[18]
23	Joshua Hecker	[34]
24	Gregory L. Heileman	[1] [2] [3] [4] [5] [7] [13] [14] [18] [29]
25	Amy E. Henninger	[21]
26	Juxin Huang	[1] [2] [4] [5]
27	Takis Kasparis	[8] [17] [19] [20] [59]
28	Assem Kaylani	[38] [42] [45] [52] [53] [60]
29	Anna Koufakou	[20] [30] [32] [47] [51] [57]
30	Olcay Kursun	[30] [32] [50]
31	James Tin-Yau Kwok (James T. Kwok)	[59]
32	M. Kysilka	[24]
33	Niels da Vitoria Lobo	[6] [9] [10] [11] [12] [59]
34	Marco Loog	[59]
35	Ian Maidhof	[34]
36	Mansooreh Mollaghasemi	[24] [26] [33] [35] [36] [37] [38] [39] [41] [42] [45] [52] [53] [60]
37	Enrique G. Ortiz	[47]
38	Thomas Pope	[35] [41]
39	John Reeder	[51] [58]
40	Kenneth M. Reynolds	[30] [32] [47] [50]
41	Samuel Richie	[33] [35] [39] [41]
42	Mark Rivera	[35] [41]
43	Fabio Roli	[59]
44	Jannick P. Rolland	[19]
45	William D. Roome	[3]
46	Bryan Rosander	[33] [39]
47	Jimmy Secretan	[34] [40] [44] [46] [51]
48	Christopher Sentelle	[43] [55]
49	Mubarak Shah	[10] [11] [12]
50	Philip Shibly	[34]
51	Martin J. Steele	[26]
52	Gita Sukthankar	[58]
53	Satish Uthiram	[15]
54	Stephen J. Verzi	[18] [29]
55	Abhijit Wakchaure	[30]
56	Annie S. Wu	[24] [36] [38] [42] [45]
57	Cynthia Young	[43]
58	Mingyu Zhong	[33] [35] [37] [39] [41] [48] [49] [54] [56]