Michael Georgiopoulos

	2011
78		Talitha Rubio, Tiantian Zhang, Michael Georgiopoulos, Assem Kaylani: Multi-objective evolutionary optimization of exemplar-based classifiers: A PNN test case. IJCNN 2011: 1722-1731
77		Cong Li, Michael Georgiopoulos, Georgios C. Anagnostopoulos: Kernel principal subspace Mahalanobis distances for outlier detection. IJCNN 2011: 2528-2535
76		Yinjie Huang, Michael Georgiopoulos, Georgios C. Anagnostopoulos: Accelerated learning of Generalized Sammon Mappings. IJCNN 2011: 2952-2960
75		Christopher Sentelle, Georgios C. Anagnostopoulos, Michael Georgiopoulos: Efficient Revised Simplex Method for SVM Training. IEEE Transactions on Neural Networks 22(10): 1650-1661 (2011)
74		Anna Koufakou, Jimmy Secretan, Michael Georgiopoulos: Non-derivable itemsets for fast outlier detection in large high-dimensional categorical data. Knowl. Inf. Syst. 29(3): 697-725 (2011)
73		Michael Georgiopoulos, Cong Li, Taskin Koçak: Learning in the feed-forward random neural network: A critical review. Perform. Eval. 68(4): 361-384 (2011)
	2010
72		Cassondra Puklavage, Alexander R. Pirela, Avelino J. Gonzalez, Michael Georgiopoulos: Imitating Personalized Expressions in an Avatar through Machine Learning. FLAIRS Conference 2010
71		Ruben Ramirez-Padron, David Foregger, Julie Manuel, Michael Georgiopoulos, Boris Mederos: Similarity Kernels for Nearest Neighbor-Based Outlier Detection. IDA 2010: 159-170
70		Michael Georgiopoulos, Cong Li, Taskin Koçak: Learning in the feed-forward Random Neural Network: A Critical Review. ISCIS 2010: 155-160
69		Anna Koufakou, Michael Georgiopoulos: A fast outlier detection strategy for distributed high-dimensional data sets with mixed attributes. Data Min. Knowl. Discov. 20(2): 259-289 (2010)
68		Jimmy Secretan, Michael Georgiopoulos, Anna Koufakou, Kelvin Cardona: APHID: An architecture for private, high-performance integrated data mining. Future Generation Comp. Syst. 26(7): 891-904 (2010)
67		Assem Kaylani, Michael Georgiopoulos, Mansooreh Mollaghasemi, Georgios C. Anagnostopoulos, Christopher Sentelle, Mingyu Zhong: An adaptive multiobjective approach to evolving ART architectures. IEEE Transactions on Neural Networks 21(4): 529-550 (2010)
	2009
66		Jimmy Secretan, Anna Koufakou, Michael Georgiopoulos: APHID: A Practical Architecture for High-Performance, Privacy-Preserving Data Mining. DMIN 2009: 410-416
65		Anna Koufakou, Jimmy Secretan, Michelle Fox, Gary Gramajo, Georgios C. Anagnostopoulos, Michael Georgiopoulos: Outlier Detection for Large High-Dimensional Categorical Data using Non-Derivable and Non-Almost-Derivable Sets. DMIN 2009: 505-511
64		Christopher Sentelle, Georgios C. Anagnostopoulos, Michael Georgiopoulos: An efficient active set method for SVM training without singular inner problems. IJCNN 2009: 2875-2882
63		Michael Georgiopoulos, Ronald F. DeMara, Avelino J. Gonzalez, Annie S. Wu, Mansooreh Mollaghasemi, Erol Gelenbe, Marcella K. Kysilka, Jimmy Secretan, Carthik A. Sharma, Ayman J. Alnsour: A Sustainable Model for Integrating Current Topics in Machine Learning Research Into the Undergraduate Curriculum. IEEE Trans. Education 52(4): 503-512 (2009)
62		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
61		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
60		John Reeder, Gita Sukthankar, Michael Georgiopoulos, Georgios C. Anagnostopoulos: Intelligent Trading Agents for Massively Multi-player Game Economies. AIIDE 2008
59		John Reeder, Roberto Miguez, Jessica Sparks, Michael Georgiopoulos, Georgios C. Anagnostopoulos: Interactively evolved modular neural networks for game agent control. CIG 2008: 167-174
58		Anna Koufakou, Michael Georgiopoulos, Georgios C. Anagnostopoulos: Detecting Outliers in High-Dimensional Datasets with Mixed Attributes. DMIN 2008: 427-433
57		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
56		Christopher Sentelle, Georgios C. Anagnostopoulos, Michael Georgiopoulos: A fast revised simplex method for SVM training. ICPR 2008: 1-4
55		Mingyu Zhong, Michael Georgiopoulos, Georgios C. Anagnostopoulos: Properties of the k-norm pruning algorithm for decision tree classifiers. ICPR 2008: 1-4
54		Assem Kaylani, Michael Georgiopoulos, Mansooreh Mollaghasemi, Georgios C. Anagnostopoulos: MO-GART: Multiobjective genetic ART architectures. IEEE Congress on Evolutionary Computation 2008: 1425-1432
53		Assem Kaylani, Michael Georgiopoulos, Mansooreh Mollaghasemi, Georgios C. Anagnostopoulos: Efficient evolution of ART neural networks. IEEE Congress on Evolutionary Computation 2008: 3456-3463
52		Anna Koufakou, Jimmy Secretan, John Reeder, Kelvin Cardona, Michael Georgiopoulos: Fast parallel outlier detection for categorical datasets using MapReduce. IJCNN 2008: 3298-3304
51		Olcay Kursun, Michael Georgiopoulos, Kenneth M. Reynolds: Name Matching in Law Enforcement Database. Intelligence and Security Informatics 2008: 151-172
50		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
49		Mingyu Zhong, Michael Georgiopoulos, Georgios C. Anagnostopoulos: Experiments with an innovative tree pruning algorithm. Artificial Intelligence and Applications 2007: 385-390
48		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
47		Jimmy Secretan, Michael Georgiopoulos, José Castro: A Privacy Preserving Probabilistic Neural Network for Horizontally Partitioned Databases. IJCNN 2007: 1554-1559
46		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
45		José Castro, Michael Georgiopoulos, Jimmy Secretan: Analyzing the Fuzzy ARTMAP Matchtracking mechanism with Co-Objective Optimization Theory. IJCNN 2007: 743-748
44		Christopher Sentelle, Michael Georgiopoulos, Georgios C. Anagnostopoulos, Cynthia Young: On Extending the SMO Algorithm Sub-Problem. IJCNN 2007: 886-891
43		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
42		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)
41		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)
40		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)
39		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
38		Mingyu Zhong, Michael Georgiopoulos, Georgios C. Anagnostopoulos, Mansooreh Mollaghasemi: Generalized Entropy for Splitting on Numerical Attributes in Decision Trees. FLAIRS Conference 2006: 604-609
37		Ahmad Al-Daraiseh, Michael Georgiopoulos, Annie S. Wu, Georgios C. Anagnostopoulos, Mansooreh Mollaghasemi: GFAM: Evolving Fuzzy ARTMAP Neural Networks. FLAIRS Conference 2006: 694-699
36		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
35		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
34		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
33		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
32		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)
31		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)
30		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
29		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
28		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
27		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
26		Michael Georgiopoulos, Georgios C. Anagnostopoulos, Madan Bharadwaj: Experimental Comparisons of Semi-Supervised and Supervised ART Classifiers (Invited Talk). FLAIRS Conference 2003: 433
25		Michael Georgiopoulos, José Castro, Annie S. Wu, Ronald F. DeMara, Erol Gelenbe, Avelino J. Gonzalez, Marcella K. Kysilka, Mansooreh Mollaghasemi: CRCD in machine learning at the University of Central Florida preliminary experiences. ITiCSE 2003: 249
24		Georgios C. Anagnostopoulos, Michael Georgiopoulos: Putting the Utility of Match Tracking in Fuzzy ARTMAP Training to the Test. KES 2003: 1-6
	2002
23		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
22		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
21		Dimitrios Charalampidis, Takis Kasparis, Michael Georgiopoulos: Classification of noisy signals using fuzzy ARTMAP neural networks. IEEE Transactions on Neural Networks 12(5): 1023-1036 (2001)
20		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		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		Stephen J. Verzi, Gregory L. Heileman, Michael Georgiopoulos, Michael J. Healy: Hierarchical ARTMAP. IJCNN (6) 2000: 41-46
17		Dimitrios Charalampidis, Michael Georgiopoulos, Takis Kasparis: Classification of Noisy Signals Using Fuzzy ARTMAP Neural Networks. IJCNN (6) 2000: 53-58
16		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		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		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		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		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		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		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		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		George Bebis, Michael Georgiopoulos, Niels da Vitoria Lobo: Learning Geometric Hashing Functions for Model-Based Object Recognition. ICCV 1995: 543-548
5		Juxin Huang, Michael Georgiopoulos, Gregory L. Heileman: Fuzzy ART properties. Neural Networks 8(2): 203-213 (1995)
	1994
4		Michael Georgiopoulos, Juxin Huang, Gregory L. Heileman: Properties of learning in ARTMAP. Neural Networks 7(3): 495-506 (1994)
	1992
3		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		Michael Georgiopoulos, Gregory L. Heileman, Juxin Huang: The N-N-N conjecture in ART1. Neural Networks 5(5): 745-753 (1992)
	1991
1		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	[37] [39] [43] [46]
2	Ayman J. Alnsour	[63]
3	Georgios C. Anagnostopoulos	[16] [20] [23] [24] [26] [34] [36] [37] [38] [39] [40] [41] [42] [43] [44] [46] [48] [49] [50] [53] [54] [55] [56] [57] [58] [59] [60] [61] [62] [64] [65] [67] [75] [76] [77]
4	George Bebis	[6] [7] [8] [9] [10] [11] [12] [13] [14] [15]
5	Jason R. Beck	[57]
6	Madan Bharadwaj	[26]
7	Kelvin Cardona	[52] [68]
8	José Castro	[25] [28] [29] [41] [45] [47]
9	Dimitrios Charalampidis	[17] [19] [21]
10	Bing Chen	[33]
11	Dave Coggeshall	[36] [42]
12	Dayana Cope	[27]
13	Issam Dagher	[13] [14]
14	Ronald F. DeMara	[22] [25] [28] [29] [32] [41] [63]
15	Anne Donnelly	[27]
16	Ronald Eaglin	[31] [33]
17	H. K. G. Fernlund	[32]
18	Hans Fernlund	[7]
19	David Foregger	[71]
20	Michelle Fox	[65]
21	Maria Garcia	[57]
22	Erol Gelenbe	[25] [63]
23	Ehsan Ghaneie	[36] [42]
24	Avelino J. Gonzalez	[22] [25] [28] [29] [32] [41] [63] [72]
25	Gary Gramajo	[65]
26	Michael J. Healy	[18]
27	Joshua Hecker	[35]
28	Gregory L. Heileman	[1] [2] [3] [4] [5] [7] [13] [14] [18] [30]
29	Amy E. Henninger	[22]
30	Juxin Huang	[1] [2] [4] [5]
31	Yinjie Huang	[76]
32	Takis Kasparis	[8] [17] [19] [20] [21] [61]
33	Assem Kaylani	[39] [43] [46] [53] [54] [62] [67] [78]
34	Taskin Koçak	[70] [73]
35	Anna Koufakou	[20] [31] [33] [48] [52] [58] [65] [66] [68] [69] [74]
36	Olcay Kursun	[31] [33] [51]
37	James Tin-Yau Kwok (James T. Kwok)	[61]
38	Marcella K. Kysilka	[25] [63]
39	Cong Li	[70] [73] [77]
40	Niels da Vitoria Lobo	[6] [9] [10] [11] [12] [61]
41	Marco Loog	[61]
42	Ian Maidhof	[35]
43	Julie Manuel	[71]
44	Boris Mederos	[71]
45	Roberto Miguez	[59]
46	Mansooreh Mollaghasemi	[25] [27] [34] [36] [37] [38] [39] [40] [42] [43] [46] [53] [54] [62] [63] [67]
47	Enrique G. Ortiz	[48]
48	Alexander R. Pirela	[72]
49	Thomas Pope	[36] [42]
50	Cassondra Puklavage	[72]
51	Ruben Ramirez-Padron	[71]
52	John Reeder	[52] [59] [60]
53	Kenneth M. Reynolds	[31] [33] [48] [51]
54	Samuel Richie	[34] [36] [40] [42]
55	Mark Rivera	[36] [42]
56	Fabio Roli	[61]
57	Jannick P. Rolland	[19]
58	William D. Roome	[3]
59	Bryan Rosander	[34] [40]
60	Talitha Rubio	[78]
61	Jimmy Secretan	[35] [41] [45] [47] [52] [63] [65] [66] [68] [74]
62	Christopher Sentelle	[44] [56] [64] [67] [75]
63	Mubarak Shah	[10] [11] [12]
64	Carthik A. Sharma	[63]
65	Philip Shibly	[35]
66	Jessica Sparks	[59]
67	Martin J. Steele	[27]
68	Gita Reese Sukthankar (Gita Sukthankar)	[60]
69	Satish Uthiram	[15]
70	Stephen J. Verzi	[18] [30]
71	Abhijit Wakchaure	[31]
72	Annie S. Wu	[25] [37] [39] [43] [46] [63]
73	Cynthia Young	[44]
74	Tiantian Zhang	[78]
75	Mingyu Zhong	[34] [36] [38] [40] [42] [49] [50] [55] [57] [67]

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