Georgios C. Anagnostopoulos, Ph.D. - Publications

Affiliations: 
2001 University of Central Florida, Orlando, FL, United States 
Area:
Computer Science, Electronics and Electrical Engineering, Artificial Intelligence

77 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2017 Zhang T, Georgiopoulos M, Anagnostopoulos GC. Pareto-Optimal Model Selection via SPRINT-Race. Ieee Transactions On Cybernetics. PMID 28166512 DOI: 10.1109/TCYB.2017.2647821  1
2016 Sentelle CG, Anagnostopoulos GC, Georgiopoulos M. A Simple Method for Solving the SVM Regularization Path for Semidefinite Kernels. Ieee Transactions On Neural Networks and Learning Systems. 27: 709-22. PMID 26011894 DOI: 10.1109/TNNLS.2015.2427333  1
2015 Zhang T, Georgiopoulos M, Anagnostopoulos GC. Multi-Objective Model Selection via Racing. Ieee Transactions On Cybernetics. PMID 26277013 DOI: 10.1109/TCYB.2015.2456187  1
2015 Li C, Georgiopoulos M, Anagnostopoulos GC. Pareto-path multitask multiple kernel learning. Ieee Transactions On Neural Networks and Learning Systems. 26: 51-61. PMID 25532155 DOI: 10.1109/TNNLS.2014.2309939  1
2015 Li C, Georgiopoulos M, Anagnostopoulos GC. Multitask Classification Hypothesis Space With Improved Generalization Bounds. Ieee Transactions On Neural Networks and Learning Systems. 26: 1468-79. PMID 25167558 DOI: 10.1109/TNNLS.2014.2347054  1
2015 Zhang T, Georgiopoulos M, Anagnostopoulos GC. SPRINT multi-objective model racing Gecco 2015 - Proceedings of the 2015 Genetic and Evolutionary Computation Conference. 1383-1390. DOI: 10.1145/2739480.2754791  1
2015 Yousefi N, Georgiopoulos M, Anagnostopoulos GC. Multi-task learning with group-specific feature space sharing Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9285: 120-136. DOI: 10.1007/978-3-319-23525-7_8  1
2014 Khayrattee A, Anagnostopoulos GC. Derivative free optimization using a population-based stochastic gradient estimator Gecco 2014 - Proceedings of the 2014 Genetic and Evolutionary Computation Conference. 983-990. DOI: 10.1145/2576768.2598365  1
2014 Zhang T, Georgiopoulos M, Anagnostopoulos GC. Online model racing based on extreme performance Gecco 2014 - Proceedings of the 2014 Genetic and Evolutionary Computation Conference. 1351-1358. DOI: 10.1145/2576768.2598336  1
2014 Li C, Georgiopoulos M, Anagnostopoulos GC. A unifying framework for typical multitask multiple kernel learning problems Ieee Transactions On Neural Networks and Learning Systems. 25: 1287-1297. DOI: 10.1109/TNNLS.2013.2291772  1
2014 Li C, Georgiopoulos M, Anagnostopoulos GC. Conic multi-task classification Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8725: 193-208. DOI: 10.1007/978-3-662-44851-9_13  1
2013 Zhang T, Georgiopoulos M, Georgios C. S-Race: A multi-objective racing algorithm Gecco 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference. 1565-1572. DOI: 10.1145/2463372.2463561  0.56
2013 Li C, Georgiopoulos M, Anagnostopoulos GC. Kernel-based distance metric learning in the output space Proceedings of the International Joint Conference On Neural Networks. DOI: 10.1109/IJCNN.2013.6706862  1
2013 Huang Y, Li C, Georgiopoulos M, Anagnostopoulos GC. Reduced-rank local distance metric learning Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8190: 224-239. DOI: 10.1007/978-3-642-40994-3_15  1
2011 Sentelle C, Anagnostopoulos GC, Georgiopoulos M. Efficient revised simplex method for SVM training. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 22: 1650-61. PMID 21900073 DOI: 10.1109/TNN.2011.2165081  1
2011 Iqbal NH, Anagnostopoulos GC. Multinomial Squared Direction Cosines Regression Proceedings of the International Joint Conference On Neural Networks. 3028-3035. DOI: 10.1109/IJCNN.2011.6033620  1
2011 Huang Y, Georgiopoulos M, Anagnostopoulos GC. Accelerated learning of Generalized Sammon Mappings Proceedings of the International Joint Conference On Neural Networks. 2952-2960. DOI: 10.1109/IJCNN.2011.6033609  1
2011 Li C, Georgiopoulos M, Anagnostopoulos GC. Kernel principal subspace Mahalanobis distances for outlier detection Proceedings of the International Joint Conference On Neural Networks. 2528-2535. DOI: 10.1109/IJCNN.2011.6033548  1
2010 Kaylani A, Georgiopoulos M, Mollaghasemi M, Anagnostopoulos GC, Sentelle C. An adaptive multiobjective approach to evolving ART architectures. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 21: 529-50. PMID 20172827 DOI: 10.1109/TNN.2009.2037813  1
2010 Ma M, Gonet R, Yu R, Anagnostopoulos GC. Metric representations of data via the Kernel-based Sammon mapping Proceedings of the International Joint Conference On Neural Networks. DOI: 10.1109/IJCNN.2010.5596662  1
2010 Li R, Mersch TR, Wen OX, Kaylani A, Anagnostopoulos GC. Multi-objective memetic evolution of ART-based classifiers 2010 Ieee World Congress On Computational Intelligence, Wcci 2010 - 2010 Ieee Congress On Evolutionary Computation, Cec 2010. DOI: 10.1109/CEC.2010.5586385  1
2009 Sentelle C, Anagnostopoulos GC, Georgiopoulos M. An efficient active set method for SVM training without singular inner problems Proceedings of the International Joint Conference On Neural Networks. 2875-2882. DOI: 10.1109/IJCNN.2009.5178948  1
2009 Kaylani A, Georgiopoulos M, Mollaghasemi M, Anagnostopoulos GC. AG-ART: An adaptive approach to evolving ART architectures Neurocomputing. 72: 2079-2092. DOI: 10.1016/j.neucom.2008.09.016  1
2009 Anagnostopoulos GC. SVM-based target recognition from synthetic aperture radar images using target region outline descriptors Nonlinear Analysis, Theory, Methods and Applications. 71. DOI: 10.1016/j.na.2009.07.030  1
2009 Alexander TC, Ahmed HS, Anagnostopoulos GC. An open source framework for real-time, incremental, static and dynamic hand gesture learning and recognition Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5611: 123-130. DOI: 10.1007/978-3-642-02577-8_14  1
2008 Nicoli LP, Anagnostopoulos GC. Shape-based recognition of targets in synthetic aperture radar images using elliptical fourier descriptors Proceedings of Spie - the International Society For Optical Engineering. 6967. DOI: 10.1117/12.777806  1
2008 Reeder J, Miguez R, Sparks J, Georgiopoulos M, Anagnostopoulos G. Interactively evolved modular neural networks for game agent control 2008 Ieee Symposium On Computational Intelligence and Games, Cig 2008. 167-174. DOI: 10.1109/CIG.2008.5035636  1
2008 Kaylani A, Georgiopoulos M, Mollaghasemi M, Anagnostopoulos GC. Efficient evolution of ART neural networks 2008 Ieee Congress On Evolutionary Computation, Cec 2008. 3456-3463. DOI: 10.1109/CEC.2008.4631265  1
2008 Kaylani A, Georgiopoulos M, Mollaghasemi M, Anagnostopoulos GC. MO-GART: Multiobjective genetic ART architectures 2008 Ieee Congress On Evolutionary Computation, Cec 2008. 1425-1432. DOI: 10.1109/CEC.2008.4630981  1
2008 Zhong M, Georgiopoulos M, Anagnostopoulos GC. A k-norm pruning algorithm for decision tree classifiers based on error rate estimation Machine Learning. 71: 55-88. DOI: 10.1007/s10994-007-5044-4  1
2008 Koufakou A, Georgiopoulos M, Anagnostopoulos GC. Detecting outliers in high-dimensional datasets with mixed attributes Proceedings of the 2008 International Conference On Data Mining, Dmin 2008. 427-433.  1
2008 Sentelle C, Anagnostopoulos GC, Georgiopoulos M. A fast revised simplex method for SVM training Proceedings - International Conference On Pattern Recognition 1
2008 Zhong M, Georgiopoulos M, Anagnostopoulos GC. Properties of the k-norm pruning algorithm for decision tree classifiers Proceedings - International Conference On Pattern Recognition 1
2008 Shorter NS, Kasparis T, Georgiopoulos M, Anagnostopoulos GC. Clustering irregular spaced lidar TINs for 3D reconstruction Imeti 2008 - International Multi-Conference On Engineering and Technological Innovation, Proceedings. 1: 209-214.  1
2008 Beck JR, Garcia M, Zhong M, Georgiopoulos M, Anagnostopoulos GC. A backward adjusting strategy and optimization of the C4.5 parameters to improve C4.5's performance Proceedings of the 21th International Florida Artificial Intelligence Research Society Conference, Flairs-21. 35-40.  1
2008 Da Vitoria Lobo N, Kasparis T, Kwok JT, Roli F, Georgiopoulos M, Anagnostopoulos GC, Loog M. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5342.  1
2007 Al-Daraiseh A, Kaylani A, Georgiopoulos M, Mollaghasemi M, Wu AS, Anagnostopoulos G. GFAM: evolving Fuzzy ARTMAP neural networks. Neural Networks : the Official Journal of the International Neural Network Society. 20: 874-92. PMID 17851035 DOI: 10.1016/j.neunet.2007.05.006  1
2007 Zhong M, Coggeshall D, Ghaneie E, Pope T, Rivera M, Georgiopoulos M, Anagnostopoulos GC, Mollaghasemi M, Richie S. Gap-based estimation: choosing the smoothing parameters for probabilistic and general regression neural networks. Neural Computation. 19: 2840-64. PMID 17716014 DOI: 10.1162/neco.2007.19.10.2840  1
2007 Xu R, Anagnostopoulos GC, Wunsch DC. Multiclass cancer classification using semisupervised ellipsoid ARTMAP and particle swarm optimization with gene expression data. Ieee/Acm Transactions On Computational Biology and Bioinformatics / Ieee, Acm. 4: 65-77. PMID 17277414 DOI: 10.1109/TCBB.2007.1009  1
2007 Zhong M, Rosander B, Georgiopoulos M, Anagnostopoulos GC, Mollaghasemi M, Richie S. Experiments with Safe muARTMAP : effect of the network parameters on the network performance. Neural Networks : the Official Journal of the International Neural Network Society. 20: 245-59. PMID 17239559 DOI: 10.1016/j.neunet.2006.11.008  1
2007 Castro J, Secretan J, Georgiopoulos M, DeMara R, Anagnostopoulos G, Gonzalez A. Pipelining of Fuzzy ARTMAP without matchtracking: correctness, performance bound, and Beowulf evaluation. Neural Networks : the Official Journal of the International Neural Network Society. 20: 109-28. PMID 17145166 DOI: 10.1016/j.neunet.2006.10.003  1
2007 Sentelle C, Georgiopoulos M, Anagnostopoulos GC, Young C. On extending the SMO algorithm sub-problem Ieee International Conference On Neural Networks - Conference Proceedings. 886-891. DOI: 10.1109/IJCNN.2007.4371075  1
2007 Kaylani A, Georgiopoulos M, Anagnostopoulos G, Mollaghasemi M. Genetic optimization of art neural network architectures Proceedings of the 11th Iasted International Conference On Artificial Intelligence and Soft Computing, Asc 2007. 225-230. DOI: 10.1109/IJCNN.2007.4370986  1
2007 Koufakou A, Ortiz EG, Georgiopoulos M, Anagnostopoulos GC, Reynolds KM. A scalable and efficient outlier detection strategy for categorical data Proceedings - International Conference On Tools With Artificial Intelligence, Ictai. 2: 210-217. DOI: 10.1109/ICTAI.2007.125  1
2007 Rabadi G, Anagnostopoulos GC, Mollaghasemi M. A heuristic algorithm for the just-in-time single machine scheduling problem with setups: A comparison with simulated annealing International Journal of Advanced Manufacturing Technology. 32: 326-335. DOI: 10.1007/s00170-005-0333-1  1
2007 Al-Daraiseh A, Kaylani A, Georgiopoulos M, Mollaghasemi M, Wu AS, Anagnostopoulos G. Genetically engineered ART architectures Studies in Computational Intelligence. 67: 233-262. DOI: 10.1007/978-3-540-72687-6_12  1
2007 Zhong M, Georgiopoulos M, Anagnostopoulos GC. Experiments with an innovative tree pruning algorithm Proceedings of the Iasted International Conference On Artificial Intelligence and Applications, Aia 2007. 353-358.  1
2007 Zhong M, Georgiopoulos M, Anagnostopoulos GC. K-norm misclassification rate estimation for decision trees Proceedings of the 11th Iasted International Conference On Artificial Intelligence and Soft Computing, Asc 2007. 163-168.  1
2007 Sentelle C, Hong SL, Georgiopoulos M, Anagnostopoulos GC. A fuzzy gap statistic for Fuzzy C-Means Proceedings of the 11th Iasted International Conference On Artificial Intelligence and Soft Computing, Asc 2007. 68-73.  1
2006 Al-Daraiseh A, Georgiopoulos M, Anagnostopoulos G, Wu AS, Mollaghasemi M. GFAM: A genetic algorithm optimization of Fuzzy ARTMAP Ieee International Conference On Fuzzy Systems. 315-322. DOI: 10.1109/FUZZY.2006.1681731  1
2006 Zhong M, Rosander B, Georgiopoulos M, Anagnostopoulos GC, Mollaghasemi M, Richie S. Experiments with safe μARTMAP and comparisons to other ART networks Ieee International Conference On Neural Networks - Conference Proceedings. 720-727.  1
2005 Le Q, Anagnostopoulos GC, Georgiopoulos M, Ports K. An experimental comparison of semi-supervised ARTMAP architectures, GCS and GNG classifiers Proceedings of the International Joint Conference On Neural Networks. 5: 3121-3126. DOI: 10.1109/IJCNN.2005.1556426  1
2005 Peralta R, Anagnostopoulos GC, Gomez-Sanchez E, Richie S. On the design of an ellipsoid ARTMAP classifier within the fuzzy adaptive system ART framework Proceedings of the International Joint Conference On Neural Networks. 1: 469-474. DOI: 10.1109/IJCNN.2005.1555876  1
2005 Vartak AA, Georgiopoulos M, Anagnostopoulos GC. On-line Gauss-Newton-based learning for fully recurrent neural networks Nonlinear Analysis, Theory, Methods and Applications. 63. DOI: 10.1016/j.na.2005.02.015  1
2005 Castro J, Georgiopoulos M, Secretan J, Demara RF, Anagnostopoulos G, 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. 63. DOI: 10.1016/j.na.2005.02.013  1
2005 Anagnostopoulos GC, Georgiopoulos M, Ports K, Richie S, Cardinale N, White M, Kepuska V, Chan PK, Wu A, Kysilka M. Project EMD-MLR: Educational material development and research in machine learning for undergraduate students Asee Annual Conference and Exposition, Conference Proceedings. 11749-11757.  1
2004 Xu R, Anagnostopoulos GC, Wunsch DC. Multi-class cancer classification by semi-supervised ellipsoid ARTMAP with gene expression data. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 1: 188-91. PMID 17271637 DOI: 10.1109/IEMBS.2004.1403123  1
2004 Rabadi G, Mollaghasemi M, Anagnostopoulos GC. A branch-and-bound algorithm for the early/tardy machine scheduling problem with a common due-date and sequence-dependent setup time Computers and Operations Research. 31: 1727-1751. DOI: 10.1016/S0305-0548(03)00117-5  1
2003 Anagnostopoulos GC, Georgiopoulos M. Putting the utility of match tracking in fuzzy ARTMAP training to the test Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science). 2774: 1-6.  1
2003 Anagnostopoulos GC, Bharadwaj M, Georgiopoulos M, Verzi SJ, Heileman GL. Exemplar-based Pattern Recognition via Semi-Supervised Learning Proceedings of the International Joint Conference On Neural Networks. 4: 2782-2787.  1
2003 Verzi SJ, Heileman GL, Georgiopoulos M, Anagnostopoulos GC. Universal Approximation with Fuzzy ART and Fuzzy ARTMAP Proceedings of the International Joint Conference On Neural Networks. 3: 1987-1992.  1
2002 Anagnostopoulo GC, Georgiopoulos M. Category regions as new geometrical concepts in Fuzzy-ART and Fuzzy-ARTMAP. Neural Networks : the Official Journal of the International Neural Network Society. 15: 1205-21. PMID 12425439 DOI: 10.1016/S0893-6080(02)00063-1  1
2002 Charalampidis D, Anagnostopoulos GC, Georgiopoulos M, Kasparis T. Fuzzy ART and fuzzy ARTMAP with adaptively weighted distances Proceedings of Spie - the International Society For Optical Engineering. 4739: 86-97. DOI: 10.1117/12.458723  1
2002 Anagnostopoulos GC, Georgiopoulos M, Verzi SJ, Heileman GL. Boosted ellipsoid ARTMAP Proceedings of Spie - the International Society For Optical Engineering. 4739: 74-85. DOI: 10.1117/12.458722  1
2002 Anagnostopoulos GC, Georgiopoulos M. Ellipsoid ART/ARTMAP category regions for the choice-by-difference category choice function Proceedings of Spie - the International Society For Optical Engineering. 4739: 62-73. DOI: 10.1117/12.458721  1
2002 Anagnostopoulos GC, Rabadi G. A simulated annealing algorithm for the unrelated parallel machine scheduling problem Robotics, Automation, Control and Manufacturing: Trends, Principles and Applications - Proceedings of the 5th Biannual World Automation Congress, Wac 2002, Isora 2002, Isiac 2002 and Isoma 2002. 14: 115-120.  1
2002 Xu R, Anagnostopoulos GC, Wunsch DC. Tissue classification through analysis of gene expression data using a new family of ART architectures Proceedings of the International Joint Conference On Neural Networks. 1: 300-304.  1
2002 Anagnostopoulos GC, Georgiopoulos M, Verzi SJ, Heileman GL. Reducing generalization error and category proliferation in ellipsoid ARTMAP via tunable misclassification error tolerance: Boosted ellipsoid ARTMAP Proceedings of the International Joint Conference On Neural Networks. 3: 2650-2655.  1
2002 Verzi SJ, Heileman GL, Georgiopoulos M, Anagnostopoulos G. Off-line structural risk minimization and BARTMAP-S Proceedings of the International Joint Conference On Neural Networks. 3: 2533-2538.  1
2001 Koufakou A, Georgiopoulos M, Anagnostopoulos G, Kasparis T. Cross-validation in fuzzy ARTMAP for large databases. Neural Networks : the Official Journal of the International Neural Network Society. 14: 1279-91. PMID 11718426 DOI: 10.1016/S0893-6080(01)00090-9  1
2001 Anagnostopoulos GC, Georgiopoulos M. Ellipsoid ART and ARTMAP for incremental unsupervised and supervised learning Proceedings of Spie - the International Society For Optical Engineering. 4390: 293-304. DOI: 10.1117/12.421180  1
2001 Anagnostopoulos GC, Georgiopoulos M. New geometrical perspective of Fuzzy ART and Fuzzy ARTMAP learning Proceedings of Spie - the International Society For Optical Engineering. 4390: 22-32. DOI: 10.1117/12.421172  1
2001 Georgiopoulos M, Koufakou A, Anagnostopoulos G, Kasparis T. Cross-validation in Fuzzy ARTMAP neural networks for large sample classification problems Proceedings of Spie - the International Society For Optical Engineering. 4390: 1-11. DOI: 10.1117/12.421155  1
2001 Anagnostopoulos GC, Georgiopoulos M. Ellipsoid ART and ARTMAP for incremental clustering and classification Proceedings of the International Joint Conference On Neural Networks. 2: 1221-1226.  1
2001 Anagnostopoulos GC, Georgiopoulos M. New geometrical concepts in Fuzzy-ART and Fuzzy-ARTMAP: Category regions Proceedings of the International Joint Conference On Neural Networks. 1: 32-37.  1
2001 Georgiopoulos M, Koufakou A, Anagnostopoulos GC, Kasparis T. Overtraining in Fuzzy ARTMAP: Myth or reality? Proceedings of the International Joint Conference On Neural Networks. 2: 1186-1190.  1
1994 Economou GPK, Anagnostopoulos GC, Theodosiou DT, Stouraitis T, Goutis CE. Non-linear optimization: Artificial neural network solution techniques applied to the optimum linear feedback control of linear discrete-time dynamic systems Conference Proceedings of the Euromicro. 637-643. DOI: 10.1109/EURMIC.1994.390348  1
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