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.

  • 8 Similar Profiles
Reinforcement learning Engineering & Materials Science
Classifiers Engineering & Materials Science
Neural networks Engineering & Materials Science
Support vector machines Engineering & Materials Science
Reinforcement Engineering & Materials Science
Reinforcement Learning Mathematics
Inductive logic programming (ILP) Engineering & Materials Science
Decision trees Engineering & Materials Science

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Projects 2005 2010

Research Output 1990 2017

Pharmacovigilance via baseline regularization with large-scale longitudinal observational data

Kuang, Z., Peissig, P., Costa, V. S., Maclin, R. & 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: ResearchConference 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: ResearchConference contribution

Support vector machines
Linear programming
Learning algorithms
Data mining
2 Citations

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. Vol. 6489 LNAI, 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: ResearchConference contribution

Inductive Logic Programming
Background
Knowledge
Inductive logic programming (ILP)
Search Space
14 Citations

Online knowledge-based support vector machines

Kunapuli, G., Bennett, K. P., Shabbeer, A., MacLin, R. & Shavlik, J. Nov 8 2010 Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2010, Proceedings. PART 2 ed. Vol. 6322 LNAI, 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: ResearchConference contribution

Knowledge-based
Support Vector Machine
Support vector machines
Labels
Prior Knowledge
3 Citations

Transfer learning via advice taking

Torrey, L., Shavlik, J., Walker, T. & MacLin, R. Jan 19 2010 Advances in Machine Learning I: Dedicated to the Memory of Professor Ryszard S.Michalski. Vol. 262, p. 147-170 24 p. (Studies in Computational Intelligence; vol. 262)

Research output: ResearchChapter

Reinforcement
Inductive logic programming (ILP)
Reinforcement learning