Maclin, Richard

21 publications

NeurIPS 2011 Advice Refinement in Knowledge-Based SVMs Gautam Kunapuli, Richard Maclin, Jude W. Shavlik

ECML-PKDD 2010 Online Knowledge-Based Support Vector Machines Gautam Kunapuli, Kristin P. Bennett, Amina Shabbeer, Richard Maclin, Jude W. Shavlik

AAAI 2007 Refining Rules Incorporated into Knowledge-Based Support Vector Learners via Successive Linear Programming Richard Maclin, Edward W. Wild, Jude W. Shavlik, Lisa Torrey, Trevor Walker

AAAI 2006 A Simple and Effective Method for Incorporating Advice into Kernel Methods Richard Maclin, Jude W. Shavlik, Trevor Walker, Lisa Torrey

AAAI 2006 An End-to-End Supervised Target-Word Sense Disambiguation System Mahesh Joshi, Serguei V. S. Pakhomov, Ted Pedersen, Richard Maclin, Christopher G. Chute

AAAI 2006 Kernel Methods for Word Sense Disambiguation and Acronym Expansion Mahesh Joshi, Ted Pedersen, Richard Maclin, Serguei V. S. Pakhomov

ECML-PKDD 2006 Skill Acquisition via Transfer Learning and Advice Taking Lisa Torrey, Jude W. Shavlik, Trevor Walker, Richard Maclin

AAAI 2005 Giving Advice About Preferred Actions to Reinforcement Learners via Knowledge-Based Kernel Regression Richard Maclin, Jude W. Shavlik, Lisa Torrey, Trevor Walker, Edward W. Wild

ECML-PKDD 2005 Using Advice to Transfer Knowledge Acquired in One Reinforcement Learning Task to Another Lisa Torrey, Trevor Walker, Jude W. Shavlik, Richard Maclin

JAIR 1999 Popular Ensemble Methods: An Empirical Study David W. Opitz, Richard Maclin

AAAI 1998 Boosting Classifiers Regionally Richard Maclin

AAAI 1997 An Empirical Evaluation of Bagging and Boosting Richard Maclin, David W. Opitz

IJCAI 1997 Ensembles as a Sequence of Classifiers Lars Asker, Richard Maclin

ICML 1997 Feature Engineering and Classifier Selection: A Case Study in Venusian Volcano Detection Lars Asker, Richard Maclin

MLJ 1996 Creating Advice-Taking Reinforcement Learners Richard Maclin, Jude W. Shavlik

IJCAI 1995 Combining the Predictions of Multiple Classifiers: Using Competitive Learning to Initialize Neural Networks Richard Maclin, Jude W. Shavlik

AAAI 1994 Incorporating Advice into Agents That Learn from Reinforcements Richard Maclin, Jude W. Shavlik

MLJ 1993 Using Knowledge-Based Neural Networks to Improve Algorithms: Refining the Chou-Fasman Algorithm for Protein Folding Richard Maclin, Jude W. Shavlik

AAAI 1992 Using Knowledge-Based Neural Networks to Improve Algorithms: Refining the Chou-Fasman Algorithm for Protein Folding Richard Maclin, Jude W. Shavlik

ICML 1991 Refining Domain Theories Expressed as Finite-State Automata Richard Maclin, Jude W. Shavlik

ICML 1989 Enriching Vocabularies by Generalizing Explanation Structures Richard Maclin, Jude W. Shavlik