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Note: Links lead to the DBLP on the Web. C. Lee Giles C. Lee Giles: CiteSeer: Past, Present, and Future. AWIC 2004 : 2 Todd M. Bacastow , Brian R. Cook , Kam-Chuen Jim , C. Lee Giles: Don't move: the T-Rex effect in the predator-prey world. AAMAS 2003 : 924-925 Sandip Debnath , David M. Pennock , C. Lee Giles, Steve Lawrence : Information incorporation in online in-Game sports betting markets. ACM Conference on Electronic Commerce 2003 : 258-259 Eren Manavoglu , Dmitry Pavlov , C. Lee Giles: Probabilistic User Behavior Models. ICDM 2003 : 203-210 Judy Johnson , Kostas Tsioutsiouliklis , C. Lee Giles: Evolving Strategies for Focused Web Crawling. ICML 2003 : 298-305 Seung-Taek Park , Alexy Khrabrov , David M. Pennock , Steve Lawrence , C. Lee Giles, Lyle H. Ungar : Static and Dynamic Analysis of the Internet's Susceptibility to Faults and Attacks. INFOCOM 2003 Yves Petinot , Pradeep B. Teregowda , Hui Han , C. Lee Giles, Steve Lawrence , Arvind Rangaswamy , Nirmal Pal : eBizSearch: An OAI-Compliant Digital Library for eBusiness. JCDL 2003 : 199-209 Hui Han , C. Lee Giles, Eren Manavoglu , Hongyuan Zha , Zhenyue Zhang , Edward A. Fox : Automatic Document Metadata Extraction Using Support Vector Machines. JCDL 2003 : 37-48 John A. N. Lee , John Impagliazzo , Lillian N. Cassel , Edward A. Fox , C. Lee Giles, Doborah Knox , Manuel A. Pérez-Quiñones : Enhancing distance learning using quality digital libraries and CITIDEL. Quality Education @ a Distance 2003 : 61-71 C. Lee Giles, Yves Petinot , Pradeep B. Teregowda , Hui Han , Steve Lawrence , Arvind Rangaswamy , Nirmal Pal : eBizSearch: a niche search engine for e-business. SIGIR 2003 : 413-414 Robert Krovetz , Secil Ugurel , C. Lee Giles: Classification of source code archives. SIGIR 2003 : 425-426 Hui Han , Eren Manavoglu , C. Lee Giles, Hongyuan Zha : Rule-based word clustering for text classification. SIGIR 2003 : 445-446 Yashmeet Khopkar , Amanda Spink , C. Lee Giles, Prital Shah , Sandip Debnath : Search engine personalization: An exploratory study. First Monday 8 (7): (2003) Yashmeet Khopkar , Amanda Spink , C. Lee Giles, Prital Shah , Sandip Debnath : Personlization of Search Engine Web Sites: All Bark, Little Bite. International Conference on Internet Computing 2002 : 581-587 Secil Ugurel , Robert Krovetz , C. Lee Giles: What's the code?: automatic classification of source code archives. KDD 2002 : 639-644 Seung-Taek Park , David M. Pennock , C. Lee Giles, Robert Krovetz : Analysis of lexical signatures for finding lost or related documents. SIGIR 2002 : 11-18 David M. Pennock , Sandip Debnath , Eric J. Glover , C. Lee Giles: Modelling Information Incorporation in Markets, with Application to Detecting and Explaining Events. UAI 2002 : 405-413 C. Lee Giles, Kam-Chuen Jim : Learning Communication for Multi-agent Systems. WRAC 2002 : 377-392 Gary William Flake , Eric J. Glover , Steve Lawrence , C. Lee Giles: Extracting query modifications from nonlinear SVMs. WWW 2002 : 317-324 Gary William Flake , Steve Lawrence , C. Lee Giles, Frans Coetzee : Self-Organization and Identification of Web Communities. IEEE Computer 35 (3): 66-71 (2002) David M. Pennock , Gary William Flake , Steve Lawrence , Eric J. Glover , C. Lee Giles: Winners don't take all: Characterizing the competition for links on the web Proc. Natl. Acad. Sci. USA 99(8): 5207-5211 (2002) Ron Sun , C. Lee Giles: Sequence Learning - Paradigms, Algorithms, and Applications Springer 2001 Kam-Chuen Jim , C. Lee Giles: How communication can improve the performance of multi-agent systems. Agents 2001 : 584-591 David M. Pennock , Steve Lawrence , Finn Årup Nielsen , C. Lee Giles: Extracting collective probabilistic forecasts from web games. KDD 2001 : 174-183 Eric J. Glover , Gary William Flake , Steve Lawrence , William P. Birmingham , Andries Kruger , C. Lee Giles, David M. Pennock : Improving Category Specific Web Search by Learning Query Modifications. SAINT 2001 : 23- Frans Coetzee , Eric J. Glover , Steve Lawrence , C. Lee Giles: Feature Selection in Web Applications by ROC Inflections and Powerset Pruning. SAINT 2001 : 5-14 Eric J. Glover , Steve Lawrence , Michael D. Gordon , William P. Birmingham , C. Lee Giles: Web Search - Your Way. Commun. ACM 44 (12): 97-102 (2001) Steve Lawrence , David M. Pennock , Gary William Flake , Robert Krovetz , Frans Coetzee , Eric J. Glover , Finn Nielsen , Andries Kruger , C. Lee Giles: Persistence of Web References in Scientific Research. IEEE Computer 34 (2): 26-31 (2001) Ron Sun , C. Lee Giles: Sequence Learning: From Recognition and Prediction to Sequential Decision Making. IEEE Intelligent Systems 16 (4): 67-70 (2001) Abby Goodrum , Katherine W. McCain , Steve Lawrence , C. Lee Giles: Scholarly publishing in the Internet age: a citation analysis of computer science literature. Inf. Process. Manage. 37 (5): 661-675 (2001) C. Lee Giles, Steve Lawrence , Ah Chung Tsoi : Noisy Time Series Prediction using Recurrent Neural Networks and Grammatical Inference. Machine Learning 44 (1/2): 161-183 (2001) Peter Tino , Bill G. Horne , C. Lee Giles: Attractive Periodic Sets in Discrete-Time Recurrent Networks (with Emphasis on Fixed-Point Stability and Bifurcations in Two-Neuron Networks). Neural Computation 13 (6): 1379-1414 (2001) David M. Pennock , Eric Horvitz , C. Lee Giles: Social Choice Theory and Recommender Systems: Analysis of the Axiomatic Foundations of Collaborative Filtering. AAAI/IAAI 2000 : 729-734 Alexandrin Popescul , Gary William Flake , Steve Lawrence , Lyle H. Ungar , C. Lee Giles: Clustering and Identifying Temporal Trends in Document Databases. ADL 2000 : 173-182 Steve Lawrence , Frans Coetzee , Gary William Flake , David M. Pennock , Robert Krovetz , Finn Nielsen , Andries Kruger , C. Lee Giles: Persistence of information on the web: Analyzing citations contained in research articles. CIKM 2000 : 235-242 Andries Kruger , C. Lee Giles, Frans Coetzee , Eric J. Glover , Gary William Flake , Steve Lawrence , Christian W. Omlin : DEADLINER: Building a New Niche Search Engine. CIKM 2000 : 272-281 Ugur Çetintemel , Michael J. Franklin , C. Lee Giles: Self-Adaptive User Profiles for Large-Scale Data Delivery. ICDE 2000 : 622-633 David M. Pennock , Pedrito Maynard-Reid II , C. Lee Giles, Eric Horvitz : A Normative Examination of Ensemble Learning Algorithms. ICML 2000 : 735-742 Steve Lawrence , C. Lee Giles: Overfitting and Neural Networks: Conjugate Gradient and Backpropagation. IJCNN (1) 2000 : 114-119 Gary William Flake , Steve Lawrence , C. Lee Giles: Efficient identification of Web communities. KDD 2000 : 150-160 Rich Caruana , Steve Lawrence , C. Lee Giles: Overfitting in Neural Nets: Backpropagation, Conjugate Gradient, and Early Stopping. NIPS 2000 : 402-408 David M. Pennock , Eric Horvitz , Steve Lawrence , C. Lee Giles: Collaborative Filtering by Personality Diagnosis: A Hybrid Memory and Model-Based Approach. UAI 2000 : 473-480 Frans Coetzee , Steve Lawrence , C. Lee Giles: Bayesian Classification and Feature Selection from Finite Data Sets. UAI 2000 : 89-97 Michelangelo Diligenti , Frans Coetzee , Steve Lawrence , C. Lee Giles, Marco Gori : Focused Crawling Using Context Graphs. VLDB 2000 : 527-534 Amanda Spink , C. Lee Giles, Steve Lawrence : Inquirus Web Meta-Search Tool: A User Evlaution Study. WebNet 2000 : 819-820 Kam-Chuen Jim , C. Lee Giles: Talking Helps: Evolving Communicating Agents for the Predator-Prey Pursuit Problem. Artificial Life 6 (3): 237-254 (2000) Kurt D. Bollacker , Steve Lawrence , C. Lee Giles: Discovering Relevant Scientific Literature on the Web. IEEE Intelligent Systems 15 (2): 42-47 (2000) Steve Lawrence , C. Lee Giles, Sandiway Fong : Natural Language Grammatical Inference with Recurrent Neural Networks. IEEE Trans. Knowl. Data Eng. 12 (1): 126-140 (2000) Steve Lawrence , C. Lee Giles: Accessibility of information on the Web. Intelligence 11 (1): 32-39 (2000) Rembrandt Bakker , Jaap C. Schouten , C. Lee Giles, Floris Takens , Cor M. van den Bleek : Learning Chaotic Attractors by Neural Networks. Neural Computation 12 (10): 2355-2383 (2000) Kurt D. Bollacker , Steve Lawrence , C. Lee Giles: A System for Automatic Personalized Tracking of Scientific Literature on the Web. ACM DL 1999 : 105-113 Steve Lawrence , Kurt D. Bollacker , C. Lee Giles: Distributed Error Correction. ACM DL 1999 : 232 Steve Lawrence , C. Lee Giles, Kurt D. Bollacker : Autonomous Citation Matching. Agents 1999 : 392-393 C. Lee Giles: Searching the Web: Can You Find What You Want? CIKM 1999 : 1-2 Steve Lawrence , Kurt D. Bollacker , C. Lee Giles: Indexing and Retrieval of Scientific Literature. CIKM 1999 : 139-146 Eric J. Glover , Steve Lawrence , William P. Birmingham , C. Lee Giles: Architecture of a Metasearch Engine That Supports User Information Needs. CIKM 1999 : 210-216 Rembrandt Bakker , Jaap C. Schouten , Marc-Olivier Coppens , Floris Takens , C. Lee Giles, Cor M. van den Bleek : Robust Learning of Chaotic Attractors. NIPS 1999 : 879-885 Steve Lawrence , C. Lee Giles: Text and Image Metasearch on the Web. PDPTA 1999 : 829-835 Steve Lawrence , C. Lee Giles, Kurt D. Bollacker : Digital Libraries and Autonomous Citation Indexing. IEEE Computer 32 (6): 67-71 (1999) C. Lee Giles, Marco Gori : Adaptive Processing of Sequences and Data Structures, International Summer School on Neural Networks, "E.R. Caianiello", Vietri sul Mare, Salerno, Italy, September 6-13, 1997, Tutorial Lectures Springer 1998 C. Lee Giles, Kurt D. Bollacker , Steve Lawrence : CiteSeer: An Automatic Citation Indexing System. ACM DL 1998 : 89-98 Kurt D. Bollacker , Steve Lawrence , C. Lee Giles: CiteSeer: An Autonous Web Agent for Automatic Retrieval and Identification of Interesting Publications. Agents 1998 : 116-123 M. F. Sakr , Steven P. Levitan , C. Lee Giles, Donald M. Chiarulli : Reconfigurable Processor Architectures Exploiting High Bandwidth Optical Channels. FCCM 1998 : 275- Christian W. Omlin , C. Lee Giles, Karvel K. Thornber : Fuzzy Knowledge and Recurrent Neural Networks: A Dynamical Systems Perspective. Hybrid Neural Systems 1998 : 123-143 Ugur Çetintemel , Björn Þór Jónsson , Michael J. Franklin , C. Lee Giles, Divesh Srivastava : Evaluating Answer Quality/Efficiency Tradeoffs. KRDB 1998 : 19.1-19.4 Steve Lawrence , C. Lee Giles: Inquirus, the NECI Meta Search Engine. Computer Networks 30 (1-7): 95-105 (1998) Steve Lawrence , C. Lee Giles: Context and Page Analysis for Improved Web Search. IEEE Internet Computing 2 (4): 38-46 (1998) C. Lee Giles, Steve Lawrence : Presenting and Analyzing the Results of AI Experiments: Data Averaging and Data Snooping. AAAI/IAAI 1997 : 362-367 Leo Kuvayev , C. Lee Giles, James Philbin , Henry Cejtin : Intelligent Methods for File System Optimization. AAAI/IAAI 1997 : 528-533 Steve Lawrence , C. Lee Giles, Ah Chung Tsoi : Lessons in Neural Network Training: Overfitting May be Harder than Expected. AAAI/IAAI 1997 : 540-545 M. F. Sakr , Steven P. Levitan , Donald M. Chiarulli , Bill G. Horne , C. Lee Giles: Predicting Multiprocessor Memory Access Patterns with Learning Models. ICML 1997 : 305-312 Guo-Zheng Sun , C. Lee Giles, H. H. Chen : The Neural Network Pushdown Automaton: Architecture, Dynamics and Training. Summer School on Neural Networks 1997 : 296-345 Hava T. Siegelmann , C. Lee Giles: The complexity of language recognition by neural networks. Neurocomputing 15 (3-4): 327-345 (1997) Steve Lawrence , C. Lee Giles, Ah Chung Tsoi : Convolutional Neural Networks for Face Recognition. CVPR 1996 : 217-222 Daniel S. Clouse , C. Lee Giles, Bill G. Horne , Garrison W. Cottrell : Representation and Induction of Finite State Machines using Time-Delay Neural Networks. NIPS 1996 : 403-409 Steve Lawrence , Ian Burns , Andrew D. Back , Ah Chung Tsoi , C. Lee Giles: Neural Network Classification and Prior Class Probabilities. Neural Networks: Tricks of the Trade 1996 : 299-313 Christian W. Omlin , C. Lee Giles: Rule Revision With Recurrent Neural Networks. IEEE Trans. Knowl. Data Eng. 8 (1): 183-188 (1996) Christian W. Omlin , C. Lee Giles: Constructing Deterministic Finite-State Automata in Recurrent Neural Networks. J. ACM 43 (6): 937-972 (1996) Christian W. Omlin , C. Lee Giles: Stable encoding of large finite-state automata in recurrent neural networks with sigmoid discriminants. Neural Computation 8 (4): 675-696 (1996) Steve Lawrence , Sandiway Fong , C. Lee Giles: Natural language grammatical inference: a comparison of recurrent neural networks and machine learning methods. Learning for Natural Language Processing 1995 : 33-47 Tsungnan Lin , Bill G. Horne , Peter Tino , C. Lee Giles: Learning long-term dependencies is not as difficult with NARX networks. NIPS 1995 : 577-583 Bill G. Horne , Hava T. Siegelmann , C. Lee Giles: What NARX Networks Can Compute. SOFSEM 1995 : 95-102 Laurens R. Leerink , C. Lee Giles, Bill G. Horne , Marwan A. Jabri : Learning with Product Units. NIPS 1994 : 537-544 Kam-Chuen Jim , Bill G. Horne , C. Lee Giles: Effects of Noise on Convergence and Generalization in Recurrent Networks. NIPS 1994 : 649-656 Bill G. Horne , C. Lee Giles: An experimental comparison of recurrent neural networks. NIPS 1994 : 697-704 Stephen Jose Hanson , Jack D. Cowan , C. Lee Giles: Advances in Neural Information Processing Systems 5, [NIPS Conference, Denver, Colorado, USA, November 30 - December 3, 1992] Morgan Kaufmann 1993 Clifford B. Miller , C. Lee Giles: Experimental Comparison of the Effect of Order in Recurrent Neural Networks. IJPRAI 7 (4): 849-872 (1993) Hava T. Siegelmann , Eduardo D. Sontag , C. Lee Giles: The Complexity of Language Recognition by Neural Networks. IFIP Congress (1) 1992 : 329-335 Christian W. Omlin , C. Lee Giles: Training Second-Order Recurrent Neural Networks using Hints. ML 1992 : 361-366 Sreerupa Das , C. Lee Giles, Guo-Zheng Sun : Using Prior Knowledge in a {NNPDA} to Learn Context-Free Languages. NIPS 1992 : 65-72 C. Lee Giles, Clifford B. Miller , D. Chen , Guo-Zheng Sun , H. H. Chen , Y. C. Lee : Extracting and Learning an Unknown Grammar with Recurrent Neural Networks. NIPS 1991 : 317-324 Mark W. Goudreau , C. Lee Giles: Neural Network Routing for Random Multistage Interconnection Networks. NIPS 1991 : 722-729 C. Lee Giles, Guo-Zheng Sun , H. H. Chen , Y. C. Lee , D. Chen : Higher Order Recurrent Networks and Grammatical Inference. NIPS 1989 : 380-387 C. Lee Giles, R. D. Griffin , T. Maxwell : Encoding Geometric Invariances in Higher-Order Neural Networks. 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