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Yehezkel Resheff

 https://orcid.org/0000-0001-7863-7632
    Calculated based on number of publications stored in Pure and citations from Scopus
    20142024

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    • 2021

      Explainable AI and Adoption of Financial Algorithmic Advisors: An Experimental Study

      Ben David, D., Resheff, Y. S. & Tron, T., 21 Jul 2021, AIES 2021 - Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society. Association for Computing Machinery, Inc, p. 390-400 11 p. (AIES 2021 - Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      Open Access
      13 Scopus citations

    • Privacy-Preserving Decision Trees Training and Prediction

      Akavia, A., Leibovich, M., Resheff, Y. S., Ron, R., Shahar, M. & Vald, M., 2021, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2020, Proceedings. Hutter, F., Kersting, K., Lijffijt, J. & Valera, I. (eds.). Springer Science and Business Media Deutschland GmbH, p. 145-161 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12457 LNAI).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      4 Scopus citations
    • 2020

      Paired-Consistency: An example-based model-agnostic approach to fairness regularization in machine learning

      Horesh, Y., Haas, N., Mishraky, E., Resheff, Y. S. & Meir Lador, S., 2020, Machine Learning and Knowledge Discovery in Databases - International Workshops of ECML PKDD 2019, Proceedings. Cellier, P. & Driessens, K. (eds.). Springer, p. 590-604 15 p. (Communications in Computer and Information Science; vol. 1167 CCIS).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      Open Access
      7 Scopus citations
    • 2019

      All together now! The Benefits of Adaptively Fusing Pre-trained Deep Representations

      Resheff, Y. S., Lieder, I. & Hope, T., 2019, ICPRAM 2019 - Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods. De Marsico, M., di Baja, G. S. & Fred, A. (eds.). SciTePress, p. 135-144 10 p. (ICPRAM 2019 - Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      Open Access
      1 Scopus citations

    • Privacy and fairness in recommender systems via adversarial training of user representations

      Resheff, Y. S., Elazar, Y., Shahar, M. & Shalom, O. S., 2019, ICPRAM 2019 - Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods. De Marsico, M., di Baja, G. S. & Fred, A. (eds.). SciTePress, p. 476-482 7 p. (ICPRAM 2019 - Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      Open Access
      8 Scopus citations
    • 2018

      ARIMA-based motor anomaly detection in schizophrenia inpatients

      Tron, T., Resheff, Y. S., Bazhmin, M., Weinshall, D. & Peled, A., 6 Apr 2018, 2018 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2018. Institute of Electrical and Electronics Engineers Inc., p. 430-433 4 p. (2018 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2018; vol. 2018-January).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      9 Scopus citations

    • A Statistical Approach to Inferring Business Locations Based on Purchase Behavior

      Resheff, Y. S. & Shahar, M., 2 Jul 2018, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Abe, N., Liu, H., Pu, C., Hu, X., Ahmed, N., Qiao, M., Song, Y., Kossmann, D., Liu, B., Lee, K., Tang, J., He, J. & Saltz, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2295-2303 9 p. 8622134. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      Open Access
      1 Scopus citations

    • Optimal linear imputation with a convergence guarantee

      Resheff, Y. S. & Weinshall, D., 2018, Pattern Recognition Applications and Methods - 6th International Conference, ICPRAM 2017, Revised Selected Papers. Fred, A., De Marsico, M. & di Baja, G. S. (eds.). Springer Verlag, p. 62-79 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10857 LNCS).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      1 Scopus citations

    • Real-time schizophrenia monitoring using wearable motion sensitive devices

      Tron, T., Resheff, Y. S., Bazhmin, M., Peled, A. & Weinshall, D., 2018, Wireless Mobile Communication and Healthcare - 7th International Conference, MobiHealth 2017, Proceedings. Rahmani, A. M., TaheriNejad, N. & Perego, P. (eds.). Springer Verlag, p. 242-249 8 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 247).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      5 Scopus citations

    • Topic models for automated motor analysis in schizophrenia patients

      Tron, T., Resheff, Y. S., Bazhmin, M., Peled, A., Grinsphoon, A. & Weinshall, D., 2 Apr 2018, 2018 IEEE 15th International Conference on Wearable and Implantable Body Sensor Networks, BSN 2018. Institute of Electrical and Electronics Engineers Inc., p. 140-143 4 p. (2018 IEEE 15th International Conference on Wearable and Implantable Body Sensor Networks, BSN 2018; vol. 2018-January).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      1 Scopus citations

    • Using near-surface observations for optimizing the timing of overhead image acquisition for applied mapping of woody vegetation species

      Weil, G., Lensky, I. M., Resheff, Y. S. & Levin, N., 31 Oct 2018, 2018 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5398-5401 4 p. 8517691. (International Geoscience and Remote Sensing Symposium (IGARSS); vol. 2018-July).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      2 Scopus citations
    • 2017

      Algorithms for telemetry data mining using discrete attributes

      Ofer, R. B., Eldar, A., Shalev, A. & Resheff, Y. S., 2017, ICPRAM 2017 - Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods. De Marsico, M. D., di Baja, G. S. & Fred, A. (eds.). SciTePress, p. 309-317 9 p. (ICPRAM 2017 - Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods; vol. 2017-January).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      Open Access

    • A wavelet-based approach to monitoring Parkinson's disease symptoms

      Wagner, A., Fixler, N. & Resheff, Y. S., 16 Jun 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5980-5984 5 p. 7953304. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 0).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      Open Access
      17 Scopus citations

    • Controlling Imbalanced Error in Deep Learning with the Log Bilinear Loss.

      Resheff, Y. S., Mandelbom, A. & Weinshall, D., 2017, Proceedings of the First International Workshop on Learning with Imbalanced Domains: Theory and Applications. PMLR, p. 141-151 11 p. (Proceedings of Machine Learning Research; vol. 74).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    • Optimized linear imputation

      Resheff, Y. S. & Weinshall, D., 2017, ICPRAM 2017 - Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods. De Marsico, M. D., di Baja, G. S. & Fred, A. (eds.). SciTePress, p. 17-25 9 p. (ICPRAM 2017 - Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods; vol. 2017-January).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      Open Access
      4 Scopus citations
    • 2016

      Online trajectory segmentation and summary with applications to visualization and retrieval

      Resheff, Y. S., 2016, Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016. Ak, R., Karypis, G., Xia, Y., Hu, X. T., Yu, P. S., Joshi, J., Ungar, L., Liu, L., Sato, A.-H., Suzumura, T., Rachuri, S., Govindaraju, R. & Xu, W. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1832-1840 9 p. 7840801. (Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      Open Access
      8 Scopus citations
    • 2015

      Matrix factorization approach to behavioral mode analysis from acceleration data

      Resheff, Y. S., Rotics, S., Nathan, R. & Weinshall, D., 2 Dec 2015, Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, DSAA 2015. Pasi, G., Kwok, J., Zaiane, O., Gallinari, P., Gaussier, E. & Cao, L. (eds.). Institute of Electrical and Electronics Engineers Inc., 7344781. (Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, DSAA 2015).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      4 Scopus citations
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