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Richard Maclin Vis

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*2008
25EELisa 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
23EELisa Torrey, Jude W. Shavlik, Trevor Walker, Richard Maclin: Relational Macros for Transfer in Reinforcement Learning. ILP 2007: 254-268
22EETrevor 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
18EELisa 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
16EELisa 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
14EELisa Torrey, Trevor Walker, Jude W. Shavlik, Richard Maclin: Knowledge transfer via advice taking. K-CAP 2005: 217-218
2002
13EEKristin P. Bennett, Ayhan Demiriz, Richard Maclin: Exploiting unlabeled data in ensemble methods. KDD 2002: 289-296
1999
12EEDavid 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

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

Colors in the list of coauthors

Copyright © Tue Nov 3 08:52:44 2009 by Michael Ley (ley@uni-trier.de)