Automatic Generation of Expert Systems from Examples. - Stephen I. Gallant (CAIA, 1985)

Fuzziness and expert system generation. - Mark Frydenberg; Stephen I. Gallant (IPMU, 1986)

Connectionist Expert Systems. - Stephen I. Gallant (Commun. ACM, 1988)

Automated generation of connectionist expert systems for problems involving noise and redundancy. - Stephen I. Gallant (Int. J. Approx. Reason., 1988)

A neural network model for sequential tasks. - Stephen I. Gallant (Neural Networks, 1988)

A Neural Network Expert System with Confidence Measurements. - Stephen I. Gallant; Yoichi Hayashi (IPMU, 1990)

A connectionist learning algorithm with provable generalization and scaling bounds. - Stephen I. Gallant (Neural Networks, 1990)

Perceptron-based learning algorithms. - Stephen I. Gallant (IEEE Trans. Neural Networks, 1990)

A Practical Approach for Representing Context and for Performing Word Sense Disambiguation Using Neural Networks. - Stephen I. Gallant (Neural Comput., 1991)

TIPSTER Panel - HNC's MatchPlus System. - Stephen I. Gallant; Robert Hecht-Nielsen; William R. Caid; Kent Pu Qing; Joel Carleton; David Sudbeck (TREC, 1992)

HNC's MatchPlus System. - Stephen I. Gallant; Robert Hecht-Nielsen; William R. Caid; Kent Pu Qing; Joel Carleton; David Sudbeck (SIGIR Forum, 1992)

Neural network learning and expert systems. - Stephen I. Gallant (MIT Press, 1993)

MatchPlus: a Context Vector System for Document Retrieval. - Stephen I. Gallant; William R. Caid (HLT, 1993)

TIPSTER Phase I Final Report. - William R. Caid; Stephen I. Gallant; Joel Carleton; David Sudbeck (TIPSTER, 1993)

Feedback and Mixing Experiments with MatchPlus. - Stephen I. Gallant; William R. Caid; Joel Carleton; T. Gutschow; Robert Hecht-Nielsen; Kent Pu Qing; David Sudbeck (TREC, 1993)

Image Retrieval Using Image Context Vectors: First Results. - Stephen I. Gallant; Michael F. Johnston (Storage and Retrieval for Image and Video Databases (SPIE), 1995)

Learned Vector-Space Models for Document Retrieval. - William R. Caid; Susan T. Dumais; Stephen I. Gallant (Inf. Process. Manag., 1995)

Context Vectors: A Step Toward a "Grand Unified Representation". - Stephen I. Gallant (Hybrid Neural Systems, 1998)

Bayesian Assessment of a Connectionist Model for Fault Detection - Stephen I. Gallant (CoRR, 2013)

Representing Objects, Relations, and Sequences. - Stephen I. Gallant; T. Wendy Okaywe (Neural Comput., 2013)

Predicting Severe Sepsis Using Text from the Electronic Health Record. - Phil Culliton; Michael Levinson; Alice Ehresman; Joshua Wherry; Jay S. Steingrub; Stephen I. Gallant (CoRR, 2017)

DataWords: Getting Contrarian with Text, Structured Data and Explanations. - Stephen I. Gallant; Mirza Nasir Hossain (IntelliSys (3), 2022)

Orthogonal Matrices for MBAT Vector Symbolic Architectures, and a "Soft" VSA Representation for JSON. - Stephen I. Gallant (CoRR, 2022)