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 | 2011 | |
|---|---|---|
| c24 |      | Gautam Kunapuli, Richard Maclin, Jude W. Shavlik: Advice Refinement in Knowledge-Based SVMs. NIPS 2011: 1728-1736 |
| i1 | | Richard Maclin, David W. Opitz: Popular Ensemble Methods: An Empirical Study. CoRR abs/1106.0257 (2011) |
| 2010 | ||
| c23 | | Trevor Walker, Ciaran O'Reilly, Gautam Kunapuli, Sriraam Natarajan, Richard Maclin, David Page, Jude W. Shavlik: Automating the ILP Setup Task: Converting User Advice about Specific Examples into General Background Knowledge. ILP 2010: 253-268 |
| c22 | | Gautam Kunapuli, Kristin P. Bennett, Amina Shabbeer, Richard Maclin, Jude W. Shavlik: Online Knowledge-Based Support Vector Machines. ECML/PKDD (2) 2010: 145-161 |
| p2 | | Lisa Torrey, Jude W. Shavlik, Trevor Walker, Richard Maclin: Transfer Learning via Advice Taking. Advances in Machine Learning I 2010: 147-170 |
| 2008 | ||
| p1 | | Lisa Torrey, Jude W. Shavlik, Trevor Walker, Richard Maclin: Rule Extraction for Transfer Learning. Rule Extraction from Support Vector Machines 2008: 67-82 |
| 2007 | ||
| c21 | | Richard Maclin, Edward W. Wild, Jude W. Shavlik, Lisa Torrey, Trevor Walker: Refining Rules Incorporated into Knowledge-Based Support Vector Learners Via Successive Linear Programming. AAAI 2007: 584-589 |
| c20 | | Lisa Torrey, Jude W. Shavlik, Trevor Walker, Richard Maclin: Relational Macros for Transfer in Reinforcement Learning. ILP 2007: 254-268 |
| c19 | | Trevor Walker, Lisa Torrey, Jude W. Shavlik, Richard Maclin: Building Relational World Models for Reinforcement Learning. ILP 2007: 280-291 |
| 2006 | ||
| c18 | | Richard Maclin, Jude W. Shavlik, Trevor Walker, Lisa Torrey: A Simple and Effective Method for Incorporating Advice into Kernel Methods. AAAI 2006: 427-432 |
| c17 | | Mahesh Joshi, Ted Pedersen, Richard Maclin, Serguei V. S. Pakhomov: Kernel Methods for Word Sense Disambiguation and Acronym Expansion. AAAI 2006: 1879-1880 |
| c16 | | Mahesh Joshi, Serguei V. S. Pakhomov, Ted Pedersen, Richard Maclin, Christopher G. Chute: An End-to-End Supervised Target-Word Sense Disambiguation System. AAAI 2006: 1941-1942 |
| c15 | | Lisa Torrey, Jude W. Shavlik, Trevor Walker, Richard Maclin: Skill Acquisition Via Transfer Learning and Advice Taking. ECML 2006: 425-436 |
| 2005 | ||
| c14 | | Richard Maclin, Jude W. Shavlik, Lisa Torrey, Trevor Walker, Edward W. Wild: Giving Advice about Preferred Actions to Reinforcement Learners Via Knowledge-Based Kernel Regression. AAAI 2005: 819-824 |
| c13 | | Lisa Torrey, Trevor Walker, Jude W. Shavlik, Richard Maclin: Using Advice to Transfer Knowledge Acquired in One Reinforcement Learning Task to Another. ECML 2005: 412-424 |
| c12 |  | Mahesh Joshi, Ted Pedersen, Richard Maclin: A Comparative Study of Support Vector Machines Applied to the Supervised Word Sense Disambiguation Problem in the Medical Domain. IICAI 2005: 3449-3468 |
| c11 | | Lisa Torrey, Trevor Walker, Jude W. Shavlik, Richard Maclin: Knowledge transfer via advice taking. K-CAP 2005: 217-218 |
| 2002 | ||
| c10 | | Kristin P. Bennett, Ayhan Demiriz, Richard Maclin: Exploiting unlabeled data in ensemble methods. KDD 2002: 289-296 |
| 1999 | ||
| j3 | | David W. Opitz, Richard Maclin: Popular Ensemble Methods: An Empirical Study. J. Artif. Intell. Res. (JAIR) 11: 169-198 (1999) |
| 1998 | ||
| c9 | | |
| 1997 | ||
| c8 | | Richard Maclin, David W. Opitz: An Empirical Evaluation of Bagging and Boosting. AAAI/IAAI 1997: 546-551 |
| c7 | | Lars Asker, Richard Maclin: Feature Engineering and Classifier Selection: A Case Study in Venusian Volcano Detection. ICML 1997: 3-11 |
| c6 | | |
| 1996 | ||
| j2 | | Richard Maclin, Jude W. Shavlik: Creating Advice-Taking Reinforcement Learners. Machine Learning 22(1-3): 251-281 (1996) |
| 1995 | ||
| c5 | | Richard Maclin, Jude W. Shavlik: Combining the Predictions of Multiple Classifiers: Using Competitive Learning to Initialize Neural Networks. IJCAI 1995: 524-531 |
| 1994 | ||
| c4 | | Richard Maclin, Jude W. Shavlik: Incorporating Advice into Agents that Learn from Reinforcements. AAAI 1994: 694-699 |
| 1993 | ||
| j1 | | Richard Maclin, Jude W. Shavlik: Using Knowledge-Based Neural Networks to Improve Algorithms: Refining the Chou-Fasman Algorithm for Protein Folding. Machine Learning 11: 195-215 (1993) |
| 1992 | ||
| c3 | | Richard Maclin, Jude W. Shavlik: Using Knowledge-Based Neural Networks to Improve Algorithms: Refining the Chou-Fasman Algorithm for Protein Folding. AAAI 1992: 165-170 |
| 1991 | ||
| c2 | | Richard Maclin, Jude W. Shavlik: Refining Domain Theories Expressed as Finite-State Automata. ML 1991: 524-528 |
| 1989 | ||
| c1 | | Richard Maclin, Jude W. Shavlik: Enriching Vocabularies by Generalizing Explanation Structures. ML 1989: 444-446 |
Colors in the list of coauthors
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