Suivre
Jude Shavlik
Jude Shavlik
Professor of Computer Science and of Biostatistics & Medical Informatics, University of Wisconsin
Adresse e-mail validée de cs.wisc.edu - Page d'accueil
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Transfer learning
L Torrey, J Shavlik
Handbook of research on machine learning applications and trends: algorithms …, 2010
31392010
Extracting refined rules from knowledge-based neural networks
GG Towell, JW Shavlik
Machine learning 13 (1), 71-101, 1993
12511993
Knowledge-based artificial neural networks
GG Towell, JW Shavlik
Artificial intelligence 70 (1-2), 119-165, 1994
12231994
Extracting tree-structured representations of trained networks
MW Craven, JW Shavlik
Advances in neural information processing systems, 24-30, 1996
11701996
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 …, 1990
6931990
Readings in machine learning
JW Shavlik, TG Dietterich
Morgan Kaufmann, 1990
5781990
Symbolic and neural learning algorithms: An experimental comparison
JW Shavlik, RJ Mooney, GG Towell
Machine learning 6 (2), 111-143, 1991
5081991
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
498*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
4911994
Actively searching for an effective neural network ensemble
DW Opitz, JW Shavlik
Connection Science 8 (3-4), 337-354, 1996
4721996
Generating accurate and diverse members of a neural-network ensemble
D Opitz, J Shavlik
Advances in neural information processing systems 8, 1995
4611995
Using neural networks for data mining
MW Craven, JW Shavlik
Future generation computer systems 13 (2-3), 211-229, 1997
4481997
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
3652011
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
3312014
Learning users' interests by unobtrusively observing their normal behavior
J Goecks, J Shavlik
Proceedings of the 5th international conference on Intelligent user …, 2000
2952000
Creating advice-taking reinforcement learners
R Maclin, JW Shavlik
Machine Learning 22 (1), 251-281, 1996
2911996
DeepDive: Web-scale Knowledge-base Construction using Statistical Learning and Inference.
F Niu, C Zhang, C Ré, JW Shavlik
VLDS 12, 25-28, 2012
2732012
Knowledge-based support vector machine classifiers
G Fung, OL Mangasarian, J Shavlik
Advances in neural information processing systems 15, 521-528, 2002
2662002
Training knowledge-based neural networks to recognize genes in DNA sequences
M Noordewier, G Towell, J Shavlik
Advances in neural information processing systems 3, 1990
2441990
Breast cancer risk estimation with artificial neural networks revisited
T Ayer, O Alagoz, J Chhatwal, JW Shavlik, CE Kahn Jr, ES Burnside
Cancer 116 (14), 3310-3321, 2010
2252010
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