Enriching Vocabularies by Generalizing Explanation Structures. - Richard Maclin; Jude W. Shavlik (ML, 1989)

Refining Domain Theories Expressed as Finite-State Automata. - Richard Maclin; Jude W. Shavlik (ML, 1991)

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

Incorporating Advice into Agents that Learn from Reinforcements. - Richard Maclin; Jude W. Shavlik (AAAI, 1994)

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

Creating Advice-Taking Reinforcement Learners. - Richard Maclin; Jude W. Shavlik (Mach. Learn., 1996)

An Empirical Evaluation of Bagging and Boosting. - Richard Maclin; David W. Opitz (AAAI/IAAI, 1997)

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

An empirical evaluation of bagging and boosting for artificial neural networks. - David W. Opitz; Richard Maclin (ICNN, 1997)

Ensembles as a Sequence of Classifiers. - Lars Asker; Richard Maclin (IJCAI (2), 1997)

Creating Advice-Taking Reinforcement Learners. - Richard Maclin; Jude W. Shavlik (Learning to Learn, 1998)

Boosting Classifiers Regionally. - Richard Maclin (AAAI/IAAI, 1998)

Popular Ensemble Methods: An Empirical Study. - David W. Opitz; Richard Maclin (J. Artif. Intell. Res., 1999)

Exploiting unlabeled data in ensemble methods. - Kristin P. Bennett; Ayhan Demiriz; Richard Maclin (KDD, 2002)

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 (AAAI, 2005)

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

A Comparative Study of Support Vector Machines Applied to the Supervised Word Sense Disambiguation Problem in the Medical Domain. - Mahesh Joshi; Ted Pedersen; Richard Maclin (IICAI, 2005)

Knowledge transfer via advice taking. - Lisa Torrey; Trevor Walker; Jude W. Shavlik; Richard Maclin (K-CAP, 2005)

Kernel Methods for Word Sense Disambiguation and Acronym Expansion. - Mahesh Joshi; Ted Pedersen; Richard Maclin; Serguei V. S. Pakhomov (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)

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

Skill Acquisition Via Transfer Learning and Advice Taking. - Lisa Torrey; Jude W. Shavlik; Trevor Walker; Richard Maclin (ECML, 2006)

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, 2007)

Relational Macros for Transfer in Reinforcement Learning. - Lisa Torrey; Jude W. Shavlik; Trevor Walker; Richard Maclin (ILP, 2007)

Building Relational World Models for Reinforcement Learning. - Trevor Walker; Lisa Torrey; Jude W. Shavlik; Richard Maclin (ILP, 2007)

Advice Taking and Transfer Learning: Naturally Inspired Extensions to Reinforcement Learning. - Lisa Torrey; Trevor Walker; Richard Maclin; Jude W. Shavlik (AAAI Fall Symposium: Naturally-Inspired Artificial Intelligence, 2008)

Rule Extraction for Transfer Learning. - Lisa Torrey; Jude W. Shavlik; Trevor Walker; Richard Maclin (Rule Extraction from Support Vector Machines, 2008)

Automating the ILP Setup Task: Converting User Advice about Specific Examples into General Background Knowledge. - Trevor Walker; Ciaran O'Reilly; Gautam Kunapuli; Sriraam Natarajan; Richard Maclin; David Page; Jude W. Shavlik (ILP, 2010)

Online Knowledge-Based Support Vector Machines. - Gautam Kunapuli; Kristin P. Bennett; Amina Shabbeer; Richard Maclin; Jude W. Shavlik (ECML/PKDD (2), 2010)

Transfer Learning via Advice Taking. - Lisa Torrey; Jude W. Shavlik; Trevor Walker; Richard Maclin (Advances in Machine Learning I, 2010)

Advice Refinement in Knowledge-Based SVMs. - Gautam Kunapuli; Richard Maclin; Jude W. Shavlik (NIPS, 2011)

Pharmacovigilance via Baseline Regularization with Large-Scale Longitudinal Observational Data. - Zhaobin Kuang; Peggy L. Peissig; Vítor Santos Costa; Richard Maclin; David Page (KDD, 2017)