Robi Polikar

Former affiliation
  • 5152 Citations
  • 30 h-Index
19972019

Research output per year

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Personal profile

Education/Academic qualification

Master of Science, Master

Doctor of Philosophy, doctorate

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Projects

Research Output

Adversarial Poisoning of Importance Weighting in Domain Adaptation

Umer, M., Frederickson, C. & Polikar, R., Jan 28 2019, Proceedings of the 2018 IEEE Symposium Series on Computational Intelligence, SSCI 2018. Sundaram, S. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 381-388 8 p. 8628720. (Proceedings of the 2018 IEEE Symposium Series on Computational Intelligence, SSCI 2018).

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

  • 1 Scopus citations

    Vulnerability of Covariate Shift Adaptation against Malicious Poisoning Attacks

    Umer, M., Frederickson, C. & Polikar, R., Jul 2019, 2019 International Joint Conference on Neural Networks, IJCNN 2019. Institute of Electrical and Electronics Engineers Inc., 8851748. (Proceedings of the International Joint Conference on Neural Networks; vol. 2019-July).

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

  • A Sequential Learning Approach for Scaling Up Filter-Based Feature Subset Selection

    Ditzler, G., Polikar, R. & Rosen, G., Jun 1 2018, In : IEEE Transactions on Neural Networks and Learning Systems. 29, 6, p. 2530-2544 15 p.

    Research output: Contribution to journalArticle

  • 3 Scopus citations

    Attack Strength vs. Detectability Dilemma in Adversarial Machine Learning

    Frederickson, C., Moore, M., Dawson, G. & Polikar, R., Oct 10 2018, 2018 International Joint Conference on Neural Networks, IJCNN 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8489495. (Proceedings of the International Joint Conference on Neural Networks; vol. 2018-July).

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

  • 3 Scopus citations

    Big Data and Situation-Aware Technology for Smarter Healthcare

    Chen, M. Y., Lughofer, E. D. & Polikar, R., Dec 1 2018, In : Journal of Medical and Biological Engineering. 38, 6, p. 845-846 2 p.

    Research output: Contribution to journalEditorial