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C. Lee Giles

Papers on DiSC'06


What's there and what's not?: focused crawling for missing documents in digital libraries

Name disambiguation in author citations using a K-way spectral clustering method

Automatic identification of informative sections of Web pages

Publications


Note: Links lead to the DBLP on the Web.

C. Lee Giles

Sandip Debnath , Tracy Mullen , Arun Upneja , C. Lee Giles: Knowledge Discovery in Web-Directories: Finding Term-Relations to Build a Business Ontology. EC-Web 2005 : 188-197

Vaclav Petricek , Ingemar J. Cox , Hui Han , Isaac G. Councill , C. Lee Giles: A Comparison of On-Line Computer Science Citation Databases. ECDL 2005 : 438-449

Sandip Debnath , Prasenjit Mitra , C. Lee Giles: Finding Base Time-Line of a News Article. FLAIRS Conference 2005 : 142-147

Sandip Debnath , Prasenjit Mitra , C. Lee Giles: Identifying Content Blocks from Web Documents. ISMIS 2005 : 285-293

Ziming Zhuang , Rohit Wagle , C. Lee Giles: What's there and what's not?: focused crawling for missing documents in digital libraries. JCDL 2005 : 301-310

Hui Han , Hongyuan Zha , C. Lee Giles: Name disambiguation in author citations using a K-way spectral clustering method. JCDL 2005 : 334-343

Sandip Debnath , C. Lee Giles: A learning based model for headline extraction of news articles to find explanatory sentences for events. K-CAP 2005 : 189-190

Isaac G. Councill , C. Lee Giles, Hui Han , Eren Manavoglu : Automatic acknowledgement indexing: expanding the semantics of contribution in the CiteSeer digital library. K-CAP 2005 : 19-26

Sandip Debnath , Arun Upneja , C. Lee Giles: Learning term-relationships for ontology construction: creating business ontologies for event explanation. K-CAP 2005 : 191-192

Hui Han , Eren Manavoglu , Hongyuan Zha , Kostas Tsioutsiouliklis , C. Lee Giles, Xiangmin Zhang : Rule-based word clustering for document metadata extraction. SAC 2005 : 1049-1053

Hui Han , Wei Xu , Hongyuan Zha , C. Lee Giles: A hierarchical naive Bayes mixture model for name disambiguation in author citations. SAC 2005 : 1065-1069

Sandip Debnath , Prasenjit Mitra , C. Lee Giles: Automatic extraction of informative blocks from webpages. SAC 2005 : 1722-1726

Vaclav Petricek , Ingemar J. Cox , Hui Han , Isaac G. Councill , C. Lee Giles: Modeling the author bias between two on-line computer science citation databases. WWW (Special interest tracks and posters) 2005 : 1062-1063

Sandip Debnath , Prasenjit Mitra , Nirmal Pal , C. Lee Giles: Automatic Identification of Informative Sections of Web Pages. IEEE Trans. Knowl. Data Eng. 17 (9): 1233-1246 (2005)

Arnaud De Bruyn , C. Lee Giles, David M. Pennock : Offering Collaborative-Like Recommendations When Data Is Sparse: The Case of Attraction-Weighted Information Filtering.. AH 2004 : 393-396

C. Lee Giles: CiteSeer: Past, Present, and Future. AWIC 2004 : 2

Yves Petinot , C. Lee Giles, Vivek Bhatnagar , Pradeep B. Teregowda , Hui Han , Isaac G. Councill : CiteSeer-API: towards seamless resource location and interlinking for digital libraries. CIKM 2004 : 553-561

Yves Petinot , C. Lee Giles, Vivek Bhatnagar , Pradeep B. Teregowda , Hui Han , Isaac G. Councill : A service-oriented architecture for digital libraries. ICSOC 2004 : 263-268

Seung-Taek Park , David M. Pennock , C. Lee Giles: Comparing static and dynamic measurements and models of the Internet's AS topology. INFOCOM 2004

Gautam Pant , Kostas Tsioutsiouliklis , Judy Johnson , C. Lee Giles: Panorama: extending digital libraries with topical crawlers. JCDL 2004 : 142-150

Hui Han , C. Lee Giles, Hongyuan Zha , Cheng Li , Kostas Tsioutsiouliklis : Two supervised learning approaches for name disambiguation in author citations. JCDL 2004 : 296-305

Yves Petinot , C. Lee Giles, Vivek Bhatnagar , Pradeep B. Teregowda , Hui Han : Enabling interoperability for autonomous digital libraries: an API to citeseer services. JCDL 2004 : 372-373

Clyde Lee Giles: Next generation CiteSeer. WIDM 2004 : 47-47

Seung-Taek Park , David M. Pennock , C. Lee Giles, Robert Krovetz : Analysis of lexical signatures for improving information persistence on the World Wide Web. ACM Trans. Inf. Syst. 22 (4): 540-572 (2004)

Gary William Flake , Paolo Frasconi , C. Lee Giles, Marco Maggini : Guest editorial: Machine learning for the Internet. ACM Trans. Internet Techn. 4 (2): 125-128 (2004)

Gary William Flake , Paolo Frasconi , C. Lee Giles, Marco Maggini : Guest editorial: Machine learning for the Internet. ACM Trans. Internet Techn. 4 (4): 341-343 (2004)

Dmitry Pavlov , Eren Manavoglu , David M. Pennock , C. Lee Giles: Collaborative Filtering with Maximum Entropy. IEEE Intelligent Systems 19 (6): 40-48 (2004)

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, Deborah 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

Sunho Lim , Seung-Taek Park , Wang-Chien Lee , Guohong Cao , Chita R. Das , C. Lee Giles: A Caching Mechanism for Improving Internet based Mobile Ad Hoc Networks Performance. WWW (Posters) 2003

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 Tiño , 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)

Tsungnan Lin , Bill G. Horne , Clyde Lee Giles: How embedded memory in recurrent neural network architectures helps learning long-term temporal dependencies. Neural Networks 11 (5): 861-868 (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 , Bill G. Horne , C. Lee Giles: Computational capabilities of recurrent NARX neural networks. IEEE Transactions on Systems, Man, and Cybernetics, Part B 27 (2): 208-215 (1997)

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)

Christian W. Omlin , C. Lee Giles: Extraction of rules from discrete-time recurrent neural networks. Neural Networks 9 (1): 41-52 (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 Tiño , 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

Mark W. Goudreau , C. Lee Giles: Using recurrent neural networks to learn the structure of interconnection networks. Neural Networks 8 (5): 793-804 (1995)

C. Lee Giles, Bill G. Horne , Tsungnan Lin : Learning a class of large finite state machines with a recurrent neural network. Neural Networks 8 (9): 1359-1365 (1995)

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

Mark W. Goudreau , C. Lee Giles: Routing in Random Multistage Interconnections Networks: Comparing Exhaustive Search, Greedy and Neural Network Approaches. Int. J. Neural Syst. 3 (2): 125-142 (1992)

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. NIPS 1987 : 301-309

C. Lee Giles, Alan Huang , Fred J. Leonberger , John A. Neff : Future directions in optical computing (panel session). ACM Conference on Computer Science 1986 : 387

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