Steve Lawrence

Alexandrin Popescul, Lyle H. Ungar, David M. Pennock, Steve Lawrence: Probabilistic Models for Unified Collaborative and Content-Based Recommendation in Sparse-Data Environments. CoRR abs/1301.2303 (2013)

Frans Coetzee, Steve Lawrence, C. Lee Giles: Bayesian Classification and Feature Selection from Finite Data Sets. CoRR abs/1301.3843 (2013)

David M. Pennock, Eric Horvitz, Steve Lawrence, C. Lee Giles: Collaborative Filtering by Personality Diagnosis: A Hybrid Memory- and Model-Based Approach. CoRR abs/1301.3885 (2013)

Shyong K. Lam, David M. Pennock, Dan Cosley, Steve Lawrence: 1 Billion Pages = 1 Million Dollars? Mining the Web to Play "Who Wants to be a Millionaire?". CoRR abs/1212.2477 (2012)

Eugene Agichtein, Steve Lawrence, Luis Gravano: Learning to find answers to questions on the Web. ACM Trans. Internet Techn. 4(2): 129-162 (2004)

Alexandrin Popescul, Lyle H. Ungar, Steve Lawrence, David M. Pennock: Statistical Relational Learning for Document Mining. ICDM 2003: 275-282

Adam Berenzweig, Daniel P. W. Ellis, Steve Lawrence: Anchor space for classification and similarity measurement of music. ICME 2003: 29-32

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

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

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

Shyong K. Lam, David M. Pennock, Dan Cosley, Steve Lawrence: 1 Billion Pages = 1 Million Dollars? Mining the Web to Play "Who Wants to be a Millionaire?". UAI 2003: 337-345

Kushal Dave, Steve Lawrence, David M. Pennock: Mining the peanut gallery: opinion extraction and semantic classification of product reviews. WWW 2003: 519-528

Gary William Flake, Steve Lawrence, C. Lee Giles, Frans Coetzee: Self-Organization and Identification of Web Communities. IEEE Computer 35(3): 66-71 (2002)

Gary William Flake, Steve Lawrence: Efficient SVM Regression Training with SMO. Machine Learning 46(1-3): 271-290 (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)

Eric J. Glover, David M. Pennock, Steve Lawrence, Robert Krovetz: Inferring hierarchical descriptions. CIKM 2002: 507-514

Daniel P. W. Ellis, Brian Whitman, Adam Berenzweig, Steve Lawrence: The Quest for Ground Truth in Musical Artist Similarity. ISMIR 2002

Dan Cosley, Steve Lawrence, David M. Pennock: REFEREE: An Open Framework for Practical Testing of Recommender Systems using ResearchIndex. VLDB 2002: 35-46

Steve Lawrence: Improving access to scientific literature. WIDM 2002: 55

Gary William Flake, Eric J. Glover, Steve Lawrence, C. Lee Giles: Extracting query modifications from nonlinear SVMs. WWW 2002: 317-324

Eric J. Glover, Kostas Tsioutsiouliklis, Steve Lawrence, David M. Pennock, Gary William Flake: Using web structure for classifying and describing web pages. WWW 2002: 562-569

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 Årup Nielsen, Andries Kruger, C. Lee Giles: Persistence of Web References in Scientific Research. IEEE Computer 34(2): 26-31 (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)

Steve Lawrence: ResearchIndex: inside the world's largest free full-text index of scientific literature. K-CAP 2001: 3-3

David M. Pennock, Steve Lawrence, Finn Årup Nielsen, C. Lee Giles: Extracting collective probabilistic forecasts from web games. KDD 2001: 174-183

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, 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-

Alexandrin Popescul, Lyle H. Ungar, David M. Pennock, Steve Lawrence: Probabilistic Models for Unified Collaborative and Content-Based Recommendation in Sparse-Data Environments. UAI 2001: 437-444

Eugene Agichtein, Steve Lawrence, Luis Gravano: Learning search engine specific query transformations for question answering. WWW 2001: 169-178

Steve Lawrence: Context in Web Search. IEEE Data Eng. Bull. 23(3): 25-32 (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: Accessibility of information on the Web. Intelligence 11(1): 32-39 (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)

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 Årup 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

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

Frans Coetzee, Steve Lawrence, C. Lee Giles: Bayesian Classification and Feature Selection from Finite Data Sets. UAI 2000: 89-97

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

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

Steve Lawrence, C. Lee Giles, Kurt D. Bollacker: Digital Libraries and Autonomous Citation Indexing. IEEE Computer 32(6): 67-71 (1999)

Steve Lawrence, C. Lee Giles, Kurt D. Bollacker: Autonomous Citation Matching. Agents 1999: 392-393

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

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: Text and Image Metasearch on the Web. PDPTA 1999: 829-835

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)

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

C. Lee Giles, Kurt D. Bollacker, Steve Lawrence: CiteSeer: An Automatic Citation Indexing System. ACM DL 1998: 89-98

Steve Lawrence, C. Lee Giles, Ah Chung Tsoi, Andrew D. Back: Face recognition: a convolutional neural-network approach. IEEE Trans. Neural Netw. Learning Syst. 8(1): 98-113 (1997)

Steve Lawrence, Andrew D. Back, Ah Chung Tsoi, C. Lee Giles: On the distribution of performance from multiple neural-network trials. IEEE Trans. Neural Netw. Learning Syst. 8(6): 1507-1517 (1997)

C. Lee Giles, Steve Lawrence: Presenting and Analyzing the Results of AI Experiments: Data Averaging and Data Snooping. AAAI/IAAI 1997: 362-367

Steve Lawrence, C. Lee Giles, Ah Chung Tsoi: Lessons in Neural Network Training: Overfitting May be Harder than Expected. AAAI/IAAI 1997: 540-545

Steve Lawrence, C. Lee Giles, Ah Chung Tsoi: Convolutional Neural Networks for Face Recognition. CVPR 1996: 217-222

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

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

Steve Lawrence, Ah Chung Tsoi, Andrew D. Back: The Gamma MLP for Speech Phoneme Recognition. NIPS 1995: 785-791