Jude Shavlik
Jude Shavlik
Professor of Computer Science and of Biostatistics & Medical Informatics, University of Wisconsin
Geverifieerd e-mailadres voor cs.wisc.edu - Homepage
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Introduction to statistical relational learning
D Koller, N Friedman, S Džeroski, C Sutton, A McCallum, A Pfeffer, ...
MIT press, 2007
18432007
Transfer learning
L Torrey, J Shavlik
Handbook of research on machine learning applications and trends: algorithms …, 2010
13792010
Extracting refined rules from knowledge-based neural networks
GG Towell, JW Shavlik
Machine learning 13 (1), 71-101, 1993
11501993
Knowledge-based artificial neural networks
GG Towell, JW Shavlik
Artificial intelligence 70 (1-2), 119-165, 1994
10281994
Extracting tree-structured representations of trained networks
MW Craven, JW Shavlik
Advances in neural information processing systems, 24-30, 1996
8111996
Refinement of approximate domain theories by knowledge-based neural networks
GG Towell, JW Shavlik, MO Noordewier
Proceedings of the eighth National conference on Artificial intelligence 861866, 1990
6521990
Symbolic and neural learning algorithms: An experimental comparison
JW Shavlik, RJ Mooney, GG Towell
Machine learning 6 (2), 111-143, 1991
5041991
Readings in machine learning
JW Shavlik, T Dietterich, TG Dietterich
Morgan Kaufmann, 1990
4911990
Actively searching for an effective neural network ensemble
DW Opitz, JW Shavlik
Connection Science 8 (3-4), 337-354, 1996
4431996
Generating accurate and diverse members of a neural-network ensemble
DW Opitz, JW Shavlik
Advances in neural information processing systems, 535-541, 1996
4161996
Using sampling and queries to extract rules from trained neural networks, in machine learning
MW Craven, JW Shavlik
Proceedings of the Eleventh International Conference on Machine Learning, 73-80, 1994
415*1994
Using sampling and queries to extract rules from trained neural networks
MW Craven, JW Shavlik
Proceedings of the 11th International Conference on Machine Learning, 37-45, 1994
4151994
Using neural networks for data mining
MW Craven, JW Shavlik
Future generation computer systems 13 (2-3), 211-229, 1997
3971997
Tuffy: Scaling up statistical inference in markov logic networks using an rdbms
F Niu, C Ré, AH Doan, J Shavlik
arXiv preprint arXiv:1104.3216, 2011
3452011
Learning users' interests by unobtrusively observing their normal behavior
J Goecks, J Shavlik
Proceedings of the 5th international conference on Intelligent user …, 2000
2902000
Creating advice-taking reinforcement learners
R Maclin, JW Shavlik
Machine Learning 22 (1), 251-281, 1996
2651996
Corleone: Hands-off crowdsourcing for entity matching
C Gokhale, S Das, AH Doan, JF Naughton, N Rampalli, J Shavlik, X Zhu
Proceedings of the 2014 ACM SIGMOD international conference on Management of …, 2014
2422014
Knowledge-based support vector machine classifiers
G Fung, OL Mangasarian, J Shavlik
Advances in neural information processing systems 15, 521-528, 2002
2382002
DeepDive: Web-scale Knowledge-base Construction using Statistical Learning and Inference.
F Niu, C Zhang, C Ré, JW Shavlik
VLDS 12, 25-28, 2012
2252012
Training knowledge-based neural networks to recognize genes in DNA sequences
MO Noordewier, GG Towell, JW Shavlik
Advances in neural information processing systems, 530-536, 1991
2211991
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Artikelen 1–20