Richard F Maclin

1990 …2017

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  • 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, p. 1537-1546 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. Part F129685).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    4 Scopus citations
  • 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. (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 proceedingConference contribution

    4 Scopus 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. 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 proceedingConference contribution

    3 Scopus citations
  • Online knowledge-based support vector machines

    Kunapuli, G., Bennett, K. P., Shabbeer, A., MacLin, R. & Shavlik, J., 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 proceedingConference contribution

    18 Scopus 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. 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 proceedingChapter

    7 Scopus citations
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