Richard Maclin

2008
25	EE	Lisa Torrey, Jude W. Shavlik, Trevor Walker, Richard Maclin: Rule Extraction for Transfer Learning. Rule Extraction from Support Vector Machines 2008: 67-82
2007
24		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
23	EE	Lisa Torrey, Jude W. Shavlik, Trevor Walker, Richard Maclin: Relational Macros for Transfer in Reinforcement Learning. ILP 2007: 254-268
22	EE	Trevor Walker, Lisa Torrey, Jude W. Shavlik, Richard Maclin: Building Relational World Models for Reinforcement Learning. ILP 2007: 280-291
2006
21		Richard Maclin, Jude W. Shavlik, Trevor Walker, Lisa Torrey: A Simple and Effective Method for Incorporating Advice into Kernel Methods. AAAI 2006
20		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
19		Mahesh Joshi, Ted Pedersen, Richard Maclin, Serguei V. S. Pakhomov: Kernel Methods for Word Sense Disambiguation and Acronym Expansion. AAAI 2006
18	EE	Lisa Torrey, Jude W. Shavlik, Trevor Walker, Richard Maclin: Skill Acquisition Via Transfer Learning and Advice Taking. ECML 2006: 425-436
2005
17		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
16	EE	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
15		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
14	EE	Lisa Torrey, Trevor Walker, Jude W. Shavlik, Richard Maclin: Knowledge transfer via advice taking. K-CAP 2005: 217-218
2002
13	EE	Kristin P. Bennett, Ayhan Demiriz, Richard Maclin: Exploiting unlabeled data in ensemble methods. KDD 2002: 289-296
1999
12	EE	David W. Opitz, Richard Maclin: Popular Ensemble Methods: An Empirical Study. J. Artif. Intell. Res. (JAIR) 11: 169-198 (1999)
1998
11		Richard Maclin: Boosting Classifiers Regionally. AAAI/IAAI 1998: 700-705
1997
10		Richard Maclin, David W. Opitz: An Empirical Evaluation of Bagging and Boosting. AAAI/IAAI 1997: 546-551
9		Lars Asker, Richard Maclin: Feature Engineering and Classifier Selection: A Case Study in Venusian Volcano Detection. ICML 1997: 3-11
8		Lars Asker, Richard Maclin: Ensembles as a Sequence of Classifiers. IJCAI (2) 1997: 860-865
1996
7		Richard Maclin, Jude W. Shavlik: Creating Advice-Taking Reinforcement Learners. Machine Learning 22(1-3): 251-281 (1996)
1995
6		Richard Maclin, Jude W. Shavlik: Combining the Predictions of Multiple Classifiers: Using Competitive Learning to Initialize Neural Networks. IJCAI 1995: 524-531
1994
5		Richard Maclin, Jude W. Shavlik: Incorporating Advice into Agents that Learn from Reinforcements. AAAI 1994: 694-699
1993
4		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
3		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
2		Richard Maclin, Jude W. Shavlik: Refining Domain Theories Expressed as Finite-State Automata. ML 1991: 524-528
1989
1		Richard Maclin, Jude W. Shavlik: Enriching Vocabularies by Generalizing Explanation Structures. ML 1989: 444-446

Coauthor Index

1	Lars Asker	[8] [9]
2	Kristin P. Bennett	[13]
3	Christopher G. Chute	[20]
4	Ayhan Demiriz	[13]
5	Mahesh Joshi	[15] [19] [20]
6	David W. Opitz	[10] [12]
7	Serguei V. S. Pakhomov	[19] [20]
8	Ted Pedersen	[15] [19] [20]
9	Jude W. Shavlik	[1] [2] [3] [4] [5] [6] [7] [14] [16] [17] [18] [21] [22] [23] [24] [25]
10	Lisa Torrey	[14] [16] [17] [18] [21] [22] [23] [24] [25]
11	Trevor Walker	[14] [16] [17] [18] [21] [22] [23] [24] [25]
12	Edward W. Wild	[17] [24]

Colors in the list of coauthors