Stephen J. Verzi, Ph.D. - Publications

Affiliations: 
2003 University of New Mexico, Albuquerque, NM, United States 
Area:
Computer Science

16 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
2019 Severa W, Vineyard CM, Dellana R, Verzi SJ, Aimone JB. Training deep neural networks for binary communication with the Whetstone method Nature Machine Intelligence. 1: 86-94. DOI: 10.1038/S42256-018-0015-Y  0.427
2018 Verzi SJ, Rothganger F, Parekh OD, Quach TT, Miner NE, Vineyard CM, James CD, Aimone JB. Computing with Spikes: The Advantage of Fine-Grained Timing. Neural Computation. 1-31. PMID 30021083 DOI: 10.1162/Neco_A_01113  0.555
2015 Vineyard CM, Verzi SJ, James CD, Aimone JB, Heileman GL. Repeated play of the SVM game as a means of adaptive classification Proceedings of the International Joint Conference On Neural Networks. 2015. DOI: 10.1109/IJCNN.2015.7280729  0.587
2015 Vineyard CM, Verzi SJ, James CD, Aimone JB, Heileman GL. MapReduce SVM game Procedia Computer Science. 53: 298-307. DOI: 10.1016/J.Procs.2015.07.307  0.665
2013 Vineyard CM, Emmanuel GR, Verzi SJ, Heileman GL. A game theoretic model of neurocomputation Advances in Intelligent Systems and Computing. 196: 373-374. DOI: 10.1007/978-3-642-34274-5_66  0.579
2012 Vineyard CM, Verzi SJ, Bernard ML, Taylor SE, Dubicka I, Caudell TP. A multi-modal network architecture for knowledge discovery Security Informatics. 1. DOI: 10.1186/2190-8532-1-20  0.439
2012 Vineyard CM, Heileman GL, Verzi SJ, Jordan R. Game theoretic mechanism design applied to machine learning classification 2012 3rd International Workshop On Cognitive Information Processing, Cip 2012. DOI: 10.1109/CIP.2012.6232916  0.684
2011 Chew PA, Bader BW, Helmreich S, Abdelali A, Verzi SJ. An information-theoretic, vector-space-model approach to cross-language information retrieval Natural Language Engineering. 17: 37-70. DOI: 10.1017/S1351324910000185  0.302
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  0.717
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.  0.659
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.  0.686
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  0.693
2002 Verzi SJ, Heileman GL. Generalization performance of ARTMAP-based networks in structural risk minimization framework Proceedings of the International Joint Conference On Neural Networks. 3: 2644-2649.  0.689
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.  0.672
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.  0.59
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.  0.689
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