Year |
Citation |
Score |
2019 |
Sedghi M, Atia G, Georgiopoulos M. Robust Manifold Learning via Conformity Pursuit Ieee Signal Processing Letters. 26: 425-429. DOI: 10.1109/Lsp.2019.2893064 |
0.351 |
|
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 |
0.625 |
|
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 |
0.64 |
|
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 |
0.628 |
|
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 |
0.635 |
|
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 |
0.624 |
|
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 |
0.603 |
|
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 |
0.586 |
|
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 |
0.593 |
|
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 |
0.629 |
|
2014 |
Reeder J, Georgiopoulos M. Generative neural networks for multi-task life-long learning Computer Journal. 57: 427-450. DOI: 10.1093/Comjnl/Bxt120 |
0.413 |
|
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 |
0.592 |
|
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 |
0.558 |
|
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 |
0.626 |
|
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 |
0.644 |
|
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 |
0.624 |
|
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 |
0.591 |
|
2011 |
Georgiopoulos M, Li C, Kocak T. Learning in the feed-forward random neural network: A critical review Performance Evaluation. 68: 361-384. DOI: 10.1016/J.Peva.2010.07.006 |
0.402 |
|
2011 |
Koufakou A, Secretan J, Georgiopoulos M. Non-derivable itemsets for fast outlier detection in large high-dimensional categorical data Knowledge and Information Systems. 29: 697-725. DOI: 10.1007/S10115-010-0343-7 |
0.794 |
|
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 |
0.683 |
|
2010 |
Miguez R, Georgiopoulos M, Kaylani A. G-PNN: A genetically engineered probabilistic neural network Nonlinear Analysis, Theory, Methods and Applications. 73: 1783-1791. DOI: 10.1016/J.Na.2010.04.080 |
0.44 |
|
2010 |
Secretan J, Georgiopoulos M, Koufakou A, Cardona K. APHID: An architecture for private, high-performance integrated data mining Future Generation Computer Systems. 26: 891-904. DOI: 10.1016/J.Future.2010.02.017 |
0.783 |
|
2010 |
Koufakou A, Georgiopoulos M. A fast outlier detection strategy for distributed high-dimensional data sets with mixed attributes Data Mining and Knowledge Discovery. 20: 259-289. DOI: 10.1007/S10618-009-0148-Z |
0.787 |
|
2009 |
Georgiopoulos M, Demara RF, Gonzalez AJ, Wu AS, Mollaghasemi M, Gelenbe E, Kysilka M, Secretan J, Sharma CA, Alnsour AJ. A sustainable model for integrating current topics in machine learning research into the undergraduate curriculum Ieee Transactions On Education. 52: 503-512. DOI: 10.1109/Te.2008.930511 |
0.659 |
|
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 |
0.593 |
|
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 |
0.643 |
|
2009 |
Georgiopoulos M, Young C, Geiger C, Hagen S, Parkinson C, Morrison-Shetlar A, Crouse T, Krist P, Lancey P, Dagley-Falls M, Ramsey P, Forde D, Koufakou A. Progress of the EXCEL program at the University of Central Florida: An NSF STEP funded project Asee Annual Conference and Exposition, Conference Proceedings. |
0.711 |
|
2008 |
Koufakou A, Secretan J, Reeder J, Cardona K, Georgiopoulos M. Fast parallel outlier detection for categorical datasets using MapReduce Proceedings of the International Joint Conference On Neural Networks. 3298-3304. DOI: 10.1109/IJCNN.2008.4634266 |
0.792 |
|
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 |
0.575 |
|
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 |
0.625 |
|
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 |
0.642 |
|
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 |
0.7 |
|
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. |
0.796 |
|
2008 |
Zhong M, Georgiopoulos M, Anagnostopoulos GC. Properties of the k-norm pruning algorithm for decision tree classifiers Proceedings - International Conference On Pattern Recognition. |
0.691 |
|
2008 |
Sentelle C, Anagnostopoulos GC, Georgiopoulos M. A fast revised simplex method for SVM training Proceedings - International Conference On Pattern Recognition. |
0.589 |
|
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. |
0.569 |
|
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. |
0.503 |
|
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. |
0.519 |
|
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 |
0.813 |
|
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 |
0.707 |
|
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 |
0.751 |
|
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 |
0.821 |
|
2007 |
Gonzalez AJ, Georgiopoulos M, DeMara RF. Using Context-Based Neural Networks to Maintain Coherence Among Entities' States in a Distributed Simulation The Journal of Defense Modeling and Simulation: Applications, Methodology, Technology. 4: 147-172. DOI: 10.1177/154851290700400205 |
0.369 |
|
2007 |
Secretan J, Georgiopoulos M, Castro J. A privacy preserving probabilistic neural network for horizontally partitioned databases Ieee International Conference On Neural Networks - Conference Proceedings. 1554-1559. DOI: 10.1109/IJCNN.2007.4371189 |
0.73 |
|
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 |
0.626 |
|
2007 |
Castro J, Georgiopoulos M, Secretan J. Analyzing the fuzzy ARTMAP matchtracking mechanism with co-objective optimization theory Ieee International Conference On Neural Networks - Conference Proceedings. 743-748. DOI: 10.1109/IJCNN.2007.4371050 |
0.747 |
|
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 |
0.621 |
|
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 |
0.796 |
|
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 |
0.605 |
|
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. |
0.566 |
|
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. |
0.565 |
|
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. |
0.607 |
|
2006 |
Verzi SJ, Heileman GL, Georgiopoulos M. Boosted ARTMAP: modifications to fuzzy ARTMAP motivated by boosting theory. Neural Networks : the Official Journal of the International Neural Network Society. 19: 446-68. PMID 16343845 DOI: 10.1016/J.Neunet.2005.08.013 |
0.487 |
|
2006 |
Kursun O, Koufakou A, Wakchaure A, Georgiopoulos M, Reynolds K, Eaglin R. Answer: Approximate name search with errors in large databases by a novel approach based on prefix-dictionary International Journal On Artificial Intelligence Tools. 15: 839-848. DOI: 10.1142/S0218213006002977 |
0.782 |
|
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 |
0.671 |
|
2006 |
Kursun O, Koufakou A, Chen B, Georgiopoulos M, Reynolds KM, Eaglin R. A dictionary-based approach to fast and accurate name matching in large law enforcement databases Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3975: 72-82. DOI: 10.1007/11760146_7 |
0.763 |
|
2006 |
Secretan J, Georgiopoulos M, Maidhof I, Shibly P, Hecker J. Methods for parallelizing the probabilistic neural network on a beowulf cluster computer Ieee International Conference On Neural Networks - Conference Proceedings. 2378-2385. |
0.659 |
|
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. |
0.718 |
|
2006 |
Georgiopoulos M, Gelenbe E, DeMara R, Gonzalez A, Kysilka M, Mollaghasemi M, Wu A, Anagnostopoulos G, Russell I, Secretan J. Assessing and evaluating our CRCD experiences at the University of Central Florida: An NSF project Asee Annual Conference and Exposition, Conference Proceedings. |
0.637 |
|
2005 |
Castro J, Georgiopoulos M, Demara R, Gonzalez A. Data-partitioning using the Hilbert space filling curves: effect on the speed of convergence of Fuzzy ARTMAP for large database problems. Neural Networks : the Official Journal of the International Neural Network Society. 18: 967-84. PMID 15922562 DOI: 10.1016/J.Neunet.2005.01.007 |
0.626 |
|
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 |
0.636 |
|
2005 |
Secretan J, Castro J, Georgiopoulos M, Tapia J, Chadha A, Huber B, Anagnostopoulos G, Richie S. Parallelizing the fuzzy ARTMAP algorithm on a beowulf cluster Proceedings of the International Joint Conference On Neural Networks. 1: 475-480. DOI: 10.1109/IJCNN.2005.1555877 |
0.663 |
|
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 |
0.664 |
|
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 |
0.807 |
|
2005 |
Georgiopoulos M, Gelenbe E, Demara R, Gonzalez A, Kysilka M, Mollaghasemi M, Wu A, Anagnostopoulos G, Russell I, Secretan J. Progress on the CRCD experiences at the university of central florida: An NSF project Asee Annual Conference and Exposition, Conference Proceedings. 11699-11729. |
0.634 |
|
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. |
0.54 |
|
2004 |
Klodzinski J, Ai-Daraiseh A, Georgiopoulos M, Ai-Deek HM. Development of a java applet for generating truck trips from freight data Transportation Research Record. 10-17. DOI: 10.3141/1870-02 |
0.312 |
|
2004 |
Gonzalez AJ, Gerber WJ, DeMara RF, Georgiopoulos M. Context-driven Near-term Intention Recognition The Journal of Defense Modeling and Simulation: Applications, Methodology, Technology. 1: 153-170. DOI: 10.1177/875647930400100303 |
0.367 |
|
2004 |
Meyer-Bäse A, Jancke K, Wismüller A, Georgiopoulos M. Fast K-dimensional tree-structured vector quantization encoding method for image compression Optical Engineering. 43: 1012-1013. DOI: 10.1117/1.1683885 |
0.348 |
|
2004 |
Castro J, Georgiopoulos M, Demara R. A data parititioning approach to speed up the Fuzzy ARTMAP algorithm using the Hubert space-filling curve Ieee International Conference On Neural Networks - Conference Proceedings. 3: 2367-2372. DOI: 10.1109/IJCNN.2004.1380997 |
0.371 |
|
2004 |
Castro J, Georgiopoulos M, Demara R, Gonzalez A. A partitioned Fuzzy ARTMAP implementation for fast processing of large databases on sequential machines Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, Flairs 2004. 2: 623-628. |
0.393 |
|
2003 |
Watkins RC, Reynolds KM, Demara R, Georgiopoulos M, Gonzalez A, Eaglin R. Tracking dirty proceeds: Exploring data mining technologies as tools to investigate money laundering Police Practice and Research. 4: 163-178. DOI: 10.1080/15614260308020 |
0.331 |
|
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. |
0.599 |
|
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. |
0.612 |
|
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. |
0.648 |
|
2003 |
Georgiopoulos M, Castro J, Wu A, DeMara R, Gelenbe E, Gonzalez A, Kysilka M, Mollaghasemi M. CRCD in Machine Learning at the University of Central Florida Preliminary Experiences Proceedings of the Annual Sigcse Conference On Innovation and Technology in Computer Science Education (Itisce). 8: 249. |
0.412 |
|
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 |
0.396 |
|
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 |
0.643 |
|
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 |
0.616 |
|
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 |
0.583 |
|
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. |
0.601 |
|
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. |
0.546 |
|
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 |
0.802 |
|
2001 |
Christodoulou CG, Georgiopoulos M. Smart adaptive array antennas for wireless communications Proceedings of Spie - the International Society For Optical Engineering. 4395: 75-83. DOI: 10.1117/12.438297 |
0.36 |
|
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 |
0.678 |
|
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 |
0.652 |
|
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 |
0.807 |
|
2001 |
Charalampidis D, Kasparis T, Georgiopoulos M. Classification of noisy signals using fuzzy ARTMAP neural networks Ieee Transactions On Neural Networks. 12: 1023-1036. DOI: 10.1109/72.950132 |
0.463 |
|
2001 |
Henninger AE, Gonzalez AJ, Georgiopoulos M, DeMara RF. A connectionist-symbolic approach to modeling agent behavior: Neural networks grouped by contexts Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2116: 198-209. DOI: 10.1007/3-540-44607-9_15 |
0.406 |
|
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. |
0.614 |
|
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. |
0.621 |
|
2001 |
Verzi SJ, Heileman GL, Georgiopoulos M, Healy MJ. Rademacher penalization applied to Fuzzy ARTMAP and Boosted ARTMAP Proceedings of the International Joint Conference On Neural Networks. 2: 1191-1196. |
0.368 |
|
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. |
0.803 |
|
2000 |
El Zooghby AH, Christodoulou CG, Georgiopoulos M. A neural network-based smart antenna for multiple source tracking Ieee Transactions On Antennas and Propagation. 48: 768-776. DOI: 10.1109/8.855496 |
0.369 |
|
1999 |
Dagher I, Georgiopoulos M, Heileman GL, Bebis G. An ordering algorithm for pattern presentation in fuzzy ARTMAP that tends to improve generalization performance Ieee Transactions On Neural Networks. 10: 768-778. DOI: 10.1109/72.774217 |
0.421 |
|
1999 |
Georgiopoulos M, Dagher I, Heileman GL, Bebis G. Properties of learning of a Fuzzy ART Variant Neural Networks. 12: 837-850. DOI: 10.1016/S0893-6080(99)00031-3 |
0.43 |
|
1999 |
Bebis G, Georgiopoulos M, da Vitoria Lobo N, Shah M. Learning affine transformations Pattern Recognition. 32: 1783-1799. DOI: 10.1016/S0031-3203(98)00178-2 |
0.413 |
|
1999 |
Zooghby AHE, Christodoulou CG, Georgiopoulos M. Adaptive interference cancellation with neural networks Wireless Personal Communications. 247-258. DOI: 10.1007/0-306-47046-2_23 |
0.365 |
|
1998 |
Charalampidis D, Kasparis T, Georgiopoulos M. Texture classification using ART-based neural networks and fractals Proceedings of Spie - the International Society For Optical Engineering. 3374: 212-222. DOI: 10.1117/12.327099 |
0.402 |
|
1998 |
Zooghby AHE, Christodoulou CG, Georgiopoulos M. Neural-network-based beamforming for interference cancellation Proceedings of Spie. 3390: 420-429. DOI: 10.1117/12.304832 |
0.381 |
|
1998 |
Skarman SE, Georgiopoulos M, Gonzalez AJ. Short-term electrical load forecasting using a fuzzy ARTMAP neural network Proceedings of Spie. 3390: 181-191. DOI: 10.1117/12.304804 |
0.387 |
|
1998 |
El Zooghby AH, Christodoulou CG, Georgiopoulos M. Neural network-based adaptive beamforming for one- and two-dimensional antenna arrays Ieee Transactions On Antennas and Propagation. 46: 1891-1893. DOI: 10.1109/8.743843 |
0.352 |
|
1998 |
Bebis G, Georgiopoulos M, Da Vitoria Lobo N. Using self-organizing maps to learn geometric hash functions for model-based object recognition Ieee Transactions On Neural Networks. 9: 560-570. DOI: 10.1109/72.668897 |
0.394 |
|
1998 |
Dagher I, Georgiopoulos M, Heileman GL, Bebis G. Ordered Fuzzy ARTMAP: A Fuzzy ARTMAP algorithm with a fixed order of pattern presentation Ieee International Conference On Neural Networks - Conference Proceedings. 3: 1717-1721. |
0.331 |
|
1998 |
Dagher I, Georgiopoulos M, Heileman GL, Bebis G. Fuzzy ARTVar: An improved fuzzy ARTMAP algorithm Ieee International Conference On Neural Networks - Conference Proceedings. 3: 1688-1693. |
0.33 |
|
1997 |
El Zooghby A, Christodoulou C, Georgiopoulos M. Performance of radial-basis function networks for direction of arrival estimation with antenna arrays Ieee Transactions On Antennas and Propagation. 45: 1611-1617. DOI: 10.1109/8.650072 |
0.406 |
|
1997 |
Bebis G, Georgiopoulos M, Kasparis T. Coupling weight elimination with genetic algorithms to reduce network size and preserve generalization Neurocomputing. 17: 167-194. DOI: 10.1016/S0925-2312(97)00050-7 |
0.4 |
|
1997 |
El Zooghby AH, Christodoulou CG, Georgiopoulos M. Antenna array signal processing with neural networks for direction of arrival estimation Ieee Antennas and Propagation Society, Ap-S International Symposium (Digest). 4: 2274-2277. |
0.305 |
|
1996 |
Heileman GL, Bebis G, Fernlund H, Georgiopoulos M. Order of Search in Fuzzy ART and Fuzzy ARTMAP: Effect of the Choice Parameter. Neural Networks : the Official Journal of the International Neural Network Society. 9: 1541-1559. PMID 12662552 DOI: 10.1016/S0893-6080(96)00018-4 |
0.426 |
|
1995 |
Christodoulou CG, Huang J, Georgiopoulos M, Liou JJ. Design of gratings and frequency selective surfaces using Fuzzy ARTMAP neural networks Journal of Electromagnetic Waves and Applications. 9: 17-36. DOI: 10.1163/156939395X00235 |
0.432 |
|
1995 |
KASPARIS T, GEORGIOPOULOS M, MEMON Q. DIRECT-SEQUENCE SPREAD-SPECTRUM WITH TRANSFORM DOMAIN INTERFERENCE SUPPRESSION Journal of Circuits, Systems and Computers. 5: 167-179. DOI: 10.1142/S0218126695000138 |
0.3 |
|
1995 |
Huang J, Georgiopoulos M, Heileman GL. Fuzzy ART properties Neural Networks. 8: 203-213. DOI: 10.1016/0893-6080(94)00073-U |
0.414 |
|
1995 |
Christodoulou CG, Huang J, Georgiopoulos M, Liou JJ. On the application of a neural network in the design of cascaded gratings Microwave and Optical Technology Letters. 8: 171-175. DOI: 10.1002/Mop.4650080402 |
0.404 |
|
1994 |
Bebis G, Georgiopoulos M. Why network size is so important Ieee Potentials. 13: 27-31. DOI: 10.1109/45.329294 |
0.382 |
|
1994 |
Ho CS, Liou JJ, Georgiopoulos M, Heileman GL, Christodoulou C. Analogue circuit design and implementation of an adaptive resonance theory (ART) neural network architecture International Journal of Electronics. 76: 271-291. DOI: 10.1080/00207219408925926 |
0.336 |
|
1994 |
Georgiopoulos M, Huang J, Heileman GL. Properties of learning in ARTMAP Neural Networks. 7: 495-506. DOI: 10.1016/0893-6080(94)90083-3 |
0.312 |
|
1993 |
Ho CS, Liou JJ, Georgiopoulos M, Heileman GL, Christodoulou CG. Analog circuit design and implementation of an adaptive resonance theory (ART) neural network architecture Proceedings of Spie. 1965: 244-255. DOI: 10.1117/12.152540 |
0.35 |
|
1993 |
Wuerz D, Llou JJ, Georgiopoulos M. Circuit simulation of adaptive resonance theory (ART) neural network using Pspice International Journal of Electronics. 74: 101-110. DOI: 10.1080/00207219308925817 |
0.317 |
|
1992 |
Bebis GN, Georgiopoulos M, Papadourakis GM, Heileman GL. Increasing classification accuracy using multiple-neural-network schemes Proceedings of Spie. 1709: 221-231. DOI: 10.1117/12.140001 |
0.407 |
|
1992 |
Heileman GL, Georgiopoulos M, Roome WD. A General Framework for Concurrent Simulation Of Neural Network Models Ieee Transactions On Software Engineering. 18: 551-562. DOI: 10.1109/32.148474 |
0.364 |
|
1991 |
Georgiopoulos M, Heileman GL, Huang J. Properties of learning related to pattern diversity in ART1 Neural Networks. 4: 751-757. DOI: 10.1016/0893-6080(91)90055-A |
0.359 |
|
1990 |
Georgiopoulos M, Heileman GL, Huang J. Convergence Properties of Learning in ART1 Neural Computation. 2: 502-509. DOI: 10.1162/Neco.1990.2.4.502 |
0.344 |
|
1990 |
Heileman GL, Papadourakis GM, Georgiopoulos M. A Neural Net Associative Memory for Real-Time Applications Neural Computation. 2: 107-115. DOI: 10.1162/Neco.1990.2.1.107 |
0.338 |
|
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