Natural language grammatical inference: a comparison of recurrent neural networks and machine learning methods. - Steve Lawrence; Sandiway Fong; C. Lee Giles (Learning for Natural Language Processing, 1995)

The Gamma MLP for Speech Phoneme Recognition. - Steve Lawrence; Ah Chung Tsoi; Andrew D. Back (NIPS, 1995)

Convolutional Neural Networks for Face Recognition. - Steve Lawrence; C. Lee Giles; Ah Chung Tsoi (CVPR, 1996)

Can recurrent neural networks learn natural language grammars? - Steve Lawrence; C. Lee Giles; Sandiway Fong (ICNN, 1996)

Local minima and generalization. - Steve Lawrence; Ah Chung Tsoi; C. Lee Giles (ICNN, 1996)

Correctness, efficiency, extendability and maintainability in neural network simulation. - Steve Lawrence; Ah Chung Tsoi; C. Lee Giles (ICNN, 1996)

Neural Network Classification and Prior Class Probabilities. - Steve Lawrence; Ian Burns; Andrew D. Back; Ah Chung Tsoi; C. Lee Giles (Neural Networks: Tricks of the Trade, 1996)

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

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

Rule inference for financial prediction using recurrent neural networks. - C. Lee Giles; Steve Lawrence; Ah Chung Tsoi (CIFEr, 1997)

On the distribution of performance from multiple neural-network trials. - Steve Lawrence; Andrew D. Back; Ah Chung Tsoi; C. Lee Giles (IEEE Trans. Neural Networks, 1997)

Face recognition: a convolutional neural-network approach. - Steve Lawrence; C. Lee Giles; Ah Chung Tsoi; Andrew D. Back (IEEE Trans. Neural Networks, 1997)

CiteSeer: An Autonous Web Agent for Automatic Retrieval and Identification of Interesting Publications. - Kurt D. Bollacker; Steve Lawrence; C. Lee Giles (Agents, 1998)

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

Inquirus, the NECI Meta Search Engine. - Steve Lawrence; C. Lee Giles (Comput. Networks, 1998)

Context and Page Analysis for Improved Web Search. - Steve Lawrence; C. Lee Giles (IEEE Internet Comput., 1998)

Autonomous Citation Matching. - Steve Lawrence; C. Lee Giles; Kurt D. Bollacker (Agents, 1999)

Architecture of a Metasearch Engine That Supports User Information Needs. - Eric J. Glover; Steve Lawrence; William P. Birmingham; C. Lee Giles (CIKM, 1999)

Indexing and Retrieval of Scientific Literature. - Steve Lawrence; Kurt D. Bollacker; C. Lee Giles (CIKM, 1999)

A System for Automatic Personalized Tracking of Scientific Literature on the Web. - Kurt D. Bollacker; Steve Lawrence; C. Lee Giles (ACM DL, 1999)

Distributed Error Correction. - Steve Lawrence; Kurt D. Bollacker; C. Lee Giles (ACM DL, 1999)

Text and Image Metasearch on the Web. - Steve Lawrence; C. Lee Giles (PDPTA, 1999)

Searching the Web: general and scientific information access. - Steve Lawrence; C. Lee Giles (IEEE Commun. Mag., 1999)

Digital Libraries and Autonomous Citation Indexing. - Steve Lawrence; C. Lee Giles; Kurt D. Bollacker (Computer, 1999)

Clustering and Identifying Temporal Trends in Document Databases. - Alexandrin Popescul; Gary William Flake; Steve Lawrence; Lyle H. Ungar; C. Lee Giles (ADL, 2000)

DEADLINER: Building a New Niche Search Engine. - Andries Kruger; C. Lee Giles; Frans Coetzee; Eric J. Glover; Gary William Flake; Steve Lawrence; Christian W. Omlin (CIKM, 2000)

Persistence of information on the web: Analyzing citations contained in research articles. - Steve Lawrence; Frans Coetzee; Gary William Flake; David M. Pennock; Robert Krovetz; Finn Årup Nielsen; Andries Kruger; C. Lee Giles (CIKM, 2000)

Overfitting and Neural Networks: Conjugate Gradient and Backpropagation. - Steve Lawrence; C. Lee Giles (IJCNN (1), 2000)

Efficient identification of Web communities. - Gary William Flake; Steve Lawrence; C. Lee Giles (KDD, 2000)

Overfitting in Neural Nets: Backpropagation, Conjugate Gradient, and Early Stopping. - Rich Caruana; Steve Lawrence; C. Lee Giles (NIPS, 2000)

Bayesian Classification and Feature Selection from Finite Data Sets. - Frans Coetzee; Steve Lawrence; C. Lee Giles (UAI, 2000)

Collaborative Filtering by Personality Diagnosis: A Hybrid Memory and Model-Based Approach. - David M. Pennock; Eric Horvitz; Steve Lawrence; C. Lee Giles (UAI, 2000)

Focused Crawling Using Context Graphs. - Michelangelo Diligenti; Frans Coetzee; Steve Lawrence; C. Lee Giles; Marco Gori (VLDB, 2000)

Inquirus Web Meta-Search Tool: A User Evlaution Study. - Amanda Spink; C. Lee Giles; Steve Lawrence (WebNet, 2000)

Context in Web Search. - Steve Lawrence (IEEE Data Eng. Bull., 2000)

Discovering Relevant Scientific Literature on the Web. - Kurt D. Bollacker; Steve Lawrence; C. Lee Giles (IEEE Intell. Syst., 2000)

Accessibility of information on the Web. - Steve Lawrence; C. Lee Giles (Intell., 2000)

Natural Language Grammatical Inference with Recurrent Neural Networks. - Steve Lawrence; C. Lee Giles; Sandiway Fong (IEEE Trans. Knowl. Data Eng., 2000)

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

Extracting collective probabilistic forecasts from web games. - David M. Pennock; Steve Lawrence; Finn Årup Nielsen; C. Lee Giles (KDD, 2001)

Feature Selection in Web Applications by ROC Inflections and Powerset Pruning. - Frans Coetzee; Eric J. Glover; Steve Lawrence; C. Lee Giles (SAINT, 2001)

Improving Category Specific Web Search by Learning Query Modifications. - Eric J. Glover; Gary William Flake; Steve Lawrence; William P. Birmingham; Andries Kruger; C. Lee Giles; David M. Pennock (SAINT, 2001)

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

Learning search engine specific query transformations for question answering. - Eugene Agichtein; Steve Lawrence; Luis Gravano (WWW, 2001)

Web Search - Your Way. - Eric J. Glover; Steve Lawrence; Michael D. Gordon; William P. Birmingham; C. Lee Giles (Commun. ACM, 2001)

Persistence of Web References in Scientific Research. - Steve Lawrence; David M. Pennock; Gary William Flake; Robert Krovetz; Frans Coetzee; Eric J. Glover; Finn Årup Nielsen; Andries Kruger; C. Lee Giles (Computer, 2001)

Scholarly publishing in the Internet age: a citation analysis of computer science literature. - Abby Goodrum; Katherine W. McCain; Steve Lawrence; C. Lee Giles (Inf. Process. Manag., 2001)

Noisy Time Series Prediction using Recurrent Neural Networks and Grammatical Inference. - C. Lee Giles; Steve Lawrence; Ah Chung Tsoi (Mach. Learn., 2001)

Inferring hierarchical descriptions. - Eric J. Glover; David M. Pennock; Steve Lawrence; Robert Krovetz (CIKM, 2002)

Inferring Descriptions and Similarity for Music from Community Metadata. - Brian Whitman; Steve Lawrence (ICMC, 2002)

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

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

Improving access to scientific literature. - Steve Lawrence (WIDM, 2002)

Extracting query modifications from nonlinear SVMs. - Gary William Flake; Eric J. Glover; Steve Lawrence; C. Lee Giles (WWW, 2002)

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

Self-Organization and Identification of Web Communities. - Gary William Flake; Steve Lawrence; C. Lee Giles; Frans Coetzee (Computer, 2002)

Efficient SVM Regression Training with SMO. - Gary William Flake; Steve Lawrence (Mach. Learn., 2002)

Winners don't take all: Characterizing the competition for links on the web - David M. Pennock; Gary William Flake; Steve Lawrence; Eric J. Glover; C. Lee Giles (Proc. Natl. Acad. Sci. USA, 2002)

Statistical Relational Learning for Document Mining. - Alexandrin Popescul; Lyle H. Ungar; Steve Lawrence; David M. Pennock (ICDM, 2003)

Anchor space for classification and similarity measurement of music. - Adam Berenzweig; Daniel P. W. Ellis; Steve Lawrence (ICME, 2003)

Static and Dynamic Analysis of the Internet's Susceptibility to Faults and Attacks. - Seung-Taek Park; Alexy Khrabrov; David M. Pennock; Steve Lawrence; C. Lee Giles; Lyle H. Ungar (INFOCOM, 2003)

eBizSearch: An OAI-Compliant Digital Library for eBusiness. - Yves Petinot; Pradeep B. Teregowda; Hui Han 001; C. Lee Giles; Steve Lawrence; Arvind Rangaswamy; Nirmal Pal (JCDL, 2003)

Information incorporation in online in-Game sports betting markets. - Sandip Debnath; David M. Pennock; C. Lee Giles; Steve Lawrence (EC, 2003)

eBizSearch: a niche search engine for e-business. - C. Lee Giles; Yves Petinot; Pradeep B. Teregowda; Hui Han 001; Steve Lawrence; Arvind Rangaswamy; Nirmal Pal (SIGIR, 2003)

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

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

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

Neural Network Classification and Prior Class Probabilities. - Steve Lawrence; Ian Burns; Andrew D. Back; Ah Chung Tsoi; C. Lee Giles (Neural Networks: Tricks of the Trade (2nd ed.), 2012)