• 2097 Citations
  • 25 h-Index
19982019

Research output per year

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Research Output

Adversarial attack, defense, and applications with deep learning frameworks

Yin, Z., Liu, W. & Chawla, S., 1 Jan 2019, Advanced Sciences and Technologies for Security Applications. Springer, p. 1-25 25 p. (Advanced Sciences and Technologies for Security Applications).

Research output: Chapter in Book/Report/Conference proceedingChapter

  • Deep reinforcement learning for traffic light optimization

    Coskun, M., Baggag, A. & Chawla, S., 7 Feb 2019, Proceedings - 18th IEEE International Conference on Data Mining Workshops, ICDMW 2018. Yu, J., Li, Z., Tong, H. & Zhu, F. (eds.). IEEE Computer Society, p. 564-571 8 p. 8637414. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2018-November).

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

  • Group anomaly detection using deep generative models

    Chalapathy, R., Toth, E. & Chawla, S., 1 Jan 2019, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2018, Proceedings. Bonchi, F., Gärtner, T., Hurley, N., Ifrim, G. & Berlingerio, M. (eds.). Springer Verlag, p. 173-189 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11051 LNAI).

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

  • 1 Citation (Scopus)

    Incremental commute time and its online applications

    Khoa, N. L. D., Wang, Y. & Chawla, S., 1 Apr 2019, In : Pattern Recognition. 88, p. 101-112 12 p.

    Research output: Contribution to journalArticle

  • Optimizing cross-platform data movement

    Kruse, S., Kaoudi, Z., Quiane Ruiz, J. A., Chawla, S., Naumann, F. & Contreras-Rojas, B., 1 Apr 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering, ICDE 2019. IEEE Computer Society, p. 1642-1645 4 p. 8731354. (Proceedings - International Conference on Data Engineering; vol. 2019-April).

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