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Clyde Lee Giles - Publications

Affiliations: 
Pennsylvania State University, State College, PA, United States 
Area:
Information retrieval, knowledge extraction, machine and deep learning
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12 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
2020 Ororbia A, Mali A, Giles CL, Kifer D. Continual Learning of Recurrent Neural Networks by Locally Aligning Distributed Representations. Ieee Transactions On Neural Networks and Learning Systems. PMID 31976910 DOI: 10.1109/Tnnls.2019.2953622  0.434
2018 Wang Q, Zhang K, Ororbia Ii AG, Xing X, Liu X, Giles CL. An Empirical Evaluation of Rule Extraction from Recurrent Neural Networks. Neural Computation. 1-24. PMID 30021081 DOI: 10.1162/neco_a_01111  0.51
2017 Ororbia Ii AG, Kifer D, Giles CL. Unifying Adversarial Training Algorithms with Data Gradient Regularization. Neural Computation. 1-21. PMID 28095194 DOI: 10.1162/Neco_A_00928  0.512
2015 Das Gollapalli S, Caragea C, Mitra P, Giles CL. Improving researcher homepage classification with unlabeled data Acm Transactions On the Web. 9. DOI: 10.1145/2767135  0.445
2011 Ertekin S, Bottou L, Giles CL. Nonconvex online support vector machines. Ieee Transactions On Pattern Analysis and Machine Intelligence. 33: 368-81. PMID 20513924 DOI: 10.1109/TPAMI.2010.109  0.356
1996 Omlin CW, Giles CL. Extraction of rules from discrete-time recurrent neural networks Neural Networks. 9: 41-52. DOI: 10.1016/0893-6080(95)00086-0  0.484
1994 Giles CL, Omlin CW. Pruning recurrent neural networks for improved generalization performance. Ieee Transactions On Neural Networks. 5: 848-51. PMID 18267860 DOI: 10.1109/72.317740  0.452
1994 Giles CL, Omlin CW. Pruning Recurrent Neural Networks for Improved Generalization Performance Ieee Transactions On Neural Networks. 5: 848-851. DOI: 10.1109/72.317740  0.453
1993 MILLER CB, GILES CL. EXPERIMENTAL COMPARISON OF THE EFFECT OF ORDER IN RECURRENT NEURAL NETWORKS International Journal of Pattern Recognition and Artificial Intelligence. 7: 849-872. DOI: 10.1142/S0218001493000431  0.314
1993 Giles CL, Onilin CW. Extraction, Insertion and Refinement of Symbolic Rules in Dynamically Driven Recurrent Neural Networks Connection Science. 5: 307-337. DOI: 10.1080/09540099308915703  0.494
1992 Giles CL, Miller CB, Chen D, Chen HH, Sun GZ, Lee YC. Learning and Extracting Finite State Automata with Second-Order Recurrent Neural Networks Neural Computation. 4: 393-405. DOI: 10.1162/neco.1992.4.3.393  0.505
1982 Gindi GR, Arendt J, Barrett HH, Chiu MY, Ervin A, Giles CL, Kujoory MA, Miller EL, Simpson RG. Imaging with rotating slit apertures and rotating collimators Medical Physics. 9: 324-339. PMID 6981056 DOI: 10.1118/1.595171  0.58
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