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Robi Polikar

Former affiliation
Calculated based on number of publications stored in Pure and citations from Scopus
1997 …2023

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  • 2017

    Machine Learning in Transportation Data Analytics

    Bhavsar, P., Safro, I., Bouaynaya, N., Polikar, R. & Dera, D., Apr 14 2017, Data Analytics for Intelligent Transportation Systems. Elsevier Inc., p. 283-307 25 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter

    86 Scopus citations
  • 2015

    Adaptive Classifiers for Nonstationary Environments

    Alippi, C., Boracchi, G., Roveri, M., Ditzler, G. & Polikar, R., Apr 7 2015, Contemporary Issues in Systems Science and Engineering. Wiley-IEEE Press, p. 265-288 24 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter

    2 Scopus citations
  • 2012

    Ensemble learning

    Polikar, R., Jan 1 2012, Ensemble Machine Learning: Methods and Applications. Springer US, p. 1-34 34 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter

    618 Scopus citations
  • 2004

    Learn++.MT: A new approach to incremental learning

    Muhlbaier, M., Topalis, A. & Polikar, R., 2004, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Roli, F., Kittler, J. & Windeatt, T. (eds.). Springer Verlag, p. 52-61 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3077).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter

    Open Access
    38 Scopus citations
  • 2003

    An ensemble approach for data fusion with Learn++

    Lewitt, M. & Polikar, R., 2003, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Windeatt, T. & Roli, F. (eds.). Springer Verlag, p. 176-185 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2709).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter

    9 Scopus citations

  • Confidence estimation using the incremental learning algorithm, learn++

    Byorick, J. & Polikar, R., 2003, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Kaynak, O., Alpaydin, E., Oja, E. & Xu, L. (eds.). Springer Verlag, p. 181-188 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2714).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter

    4 Scopus citations
  • 1999

    The story of wavelets

    Polikar, R., 1999, Physics and Modern Topics in Mechanical and Electrical Engineering. World Scientific and Engineering Academy and Society, p. 192-197 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter

    69 Scopus citations