David W. Opitz

Publication Activity (10 Years)

Years Active: 1991-2011
Publications (10 Years): 0

University of Wisconsin-Madison, WI, USA (PHD)

Education History

University of Wisconsin-Madison, WI, USA

PHD

Publications

Richard Maclin, David W. Opitz
Popular Ensemble Methods: An Empirical Study CoRR (2011)
Mark Mangrich, David W. Opitz, Shane Mason
Feature Extraction from Digital Imagery: A Hierarchical Method. VIIP (2001)
David W. Opitz, Subhash C. Basak, G. Prabu, Denise R. Mills
Hazard Assessment Modeling: A Hierarchical QSAR Approach. Artificial Intelligence and Soft Computing (2000)
Subhash C. Basak, Gregory D. Grunwald, Brian D. Gute, Krishnan Balasubramanian, David W. Opitz
Use of Statistical and Neural Net Approaches in Predicting Toxicity of Chemicals. J. Chem. Inf. Comput. Sci. 40 (4) (2000)
David W. Opitz, Mark Mangrich, J. Zeiler, S. Blundell
A Comparision of Feature Extraction Techniques in Remotely Sensed Imagery. Artificial Intelligence and Soft Computing (2000)
David W. Opitz, Richard Maclin
Popular Ensemble Methods: An Empirical Study. J. Artif. Intell. Res. 11 (1999)
David W. Opitz
Feature Selection for Ensembles. AAAI/IAAI (1999)
David W. Opitz, Michael D. Sweet
Modeling User Tendencies when Classifying Images. SIP (1999)
William Bain, David W. Opitz
Empirical Comparison of Automated Image Recognition Techniques. SIP (1999)
David W. Opitz
Analyzing the structure of a neural network using principal component analysis. ICNN (1997)
David W. Opitz, Richard Maclin
An empirical evaluation of bagging and boosting for artificial neural networks. ICNN (1997)
David W. Opitz, Jude W. Shavlik
Connectionist Theory Refinement: Genetically Searching the Space of Network Topologies CoRR (1997)
David W. Opitz, Jude W. Shavlik
Connectionist Theory Refinement: Genetically Searching the Space of Network Topologies. J. Artif. Intell. Res. 6 (1997)
David W. Opitz, Mark W. Craven, Jude W. Shavlik
Using neural networks to automatically refine expert system knowledge bases: experiments in the NYNEX MAX domain. ICNN (1997)
Richard Maclin, David W. Opitz
An Empirical Evaluation of Bagging and Boosting. AAAI/IAAI (1997)
David W. Opitz
The Effective Size of a Neural Network: A Principal Component Approach. ICML (1997)
David W. Opitz, Jude W. Shavlik
Actively Searching for an Effective Neural Network Ensemble. Connect. Sci. 8 (3) (1996)
David W. Opitz, Jude W. Shavlik
Dynamically adding symbolically meaningful nodes to knowledge-based neural networks. Knowl. Based Syst. 8 (6) (1995)
David W. Opitz, Jude W. Shavlik
Generating Accurate and Diverse Members of a Neural-Network Ensemble. NIPS (1995)
David W. Opitz, Jude W. Shavlik
Using Genetic Search to Refine Knowledge-based Neural Networks. ICML (1994)
David W. Opitz, Jude W. Shavlik
Heuristically Expanding Knowledge-Based Neural Networks. IJCAI (1993)
David W. Opitz
A Study of Single Bit Spin Waiting Alternatives. ICPP (1) (1991)

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Publication Activity (10 Years)

David W. Opitz