Projects per year
Fingerprint The Fingerprint is created by mining the titles and abstracts of the person's research outputs and projects/funding awards to create an index of weighted terms from discipline-specific thesauri.
- 9 Similar Profiles
Reinforcement learning
Engineering & Materials Science
Classifiers
Engineering & Materials Science
Inductive logic programming (ILP)
Engineering & Materials Science
Reinforcement Learning
Mathematics
Neural networks
Engineering & Materials Science
Support vector machines
Engineering & Materials Science
Reinforcement
Engineering & Materials Science
Decision trees
Engineering & Materials Science
Network
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Projects 2005 2010
- 2 Finished
monitoring
Research Output 1990 2017
Pharmacovigilance via baseline regularization with large-scale longitudinal observational data
Kuang, Z., Peissig, P., Costa, V. S., Maclin, R. F. & Page, D., Aug 13 2017, KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, Vol. Part F129685. p. 1537-1546 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Health
Insurance
Public health
Drug products
Industry
Advice refinement in knowledge-based SVMs
Kunapuli, G., MacLin, R. & Shavlik, J. W., Dec 1 2011, Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Support vector machines
Linear programming
Learning algorithms
Data mining
Automating the ILP setup task: Converting user advice about specific examples into general background knowledge
Walker, T., O'Reilly, C., Kunapuli, G., Natarajan, S., MacLin, R., Page, D. & Shavlik, J., Jun 23 2011, Inductive Logic Programming - 20th International Conference, ILP 2010, Revised Papers. p. 253-268 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6489 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Inductive logic programming (ILP)
Inductive Logic Programming
Search Space
Logic programming
Logic Programming
Online knowledge-based support vector machines
Kunapuli, G., Bennett, K. P., Shabbeer, A., Maclin, R. F. & Shavlik, J., Nov 8 2010, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2010, Proceedings. PART 2 ed. p. 145-161 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6322 LNAI, no. PART 2).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Knowledge-based
Support vector machines
Labels
Support Vector Machine
Prior Knowledge
Transfer learning via advice taking
Torrey, L., Shavlik, J., Walker, T. & Maclin, R. F., Jan 19 2010, Advances in Machine Learning I: Dedicated to the Memory of Professor Ryszard S.Michalski. Koronacki, J., Wierzchon, S., Ras, Z. & Kacprzyk, J. (eds.). p. 147-170 24 p. (Studies in Computational Intelligence; vol. 262).Research output: Chapter in Book/Report/Conference proceeding › Chapter
Reinforcement
Inductive logic programming (ILP)
Reinforcement learning