Personal profile
Research interests
My research interests are in the analysis and modeling of complex systems (such as the flow of information in business processes) with “soft computing” methods, such as fuzzy expert systems and data mining. My recent research is in the domain of "Narrative Intelligence" - teaching the computer to understand stories, in particular those in movies..
Education/Academic qualification
PhD, Quantitative Methods in Fuzzy Systems, with Applications to Industrial Engineering, Tel Aviv University
… → Oct 1997
Master, Modeling, Control, and Performance Evaluation of Flexible Manufacturing Systems, Tel Aviv University
Jul 1986 → Jun 1991
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Collaborations and top research areas from the last five years
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Automative Video Compression for Remote Driving via Safety Considerations
Peled, D., Shmilovici, A. & Hadar, O., 1 Jan 2023, 2023 IEEE Conference on Standards for Communications and Networking, CSCN 2023. p. 54-58 5 p. (2023 IEEE Conference on Standards for Communications and Networking, CSCN 2023).Ben-Gurion University of the Negev
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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MND: A New Dataset and Benchmark of Movie Scenes Classified by Their Narrative Function
Liu, C., Shmilovici, A. & Last, M., 1 Jan 2023, Computer Vision – ECCV 2022 Workshops, Proceedings. Karlinsky, L., Michaeli, T. & Nishino, K. (eds.). Springer Science and Business Media Deutschland GmbH, p. 610-626 17 p. (Lecture Notes in Computer Science; vol. 13804 LNCS).Ben-Gurion University of the Negev
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Support Vector Machines
Shmilovici, A., 1 Jan 2023, Machine Learning for Data Science Handbook: Data Mining and Knowledge Discovery Handbook, Third Edition. p. 93-110 18 p.Ben-Gurion University of the Negev
Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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The Same Thing - Only Different: Classification of Movies by their Story Types
Liu, C., Shmilovici, A. & Last, M., 1 Jan 2023, In: CEUR Workshop Proceedings. 3370, p. 93-101 9 p.Ben-Gurion University of the Negev
Research output: Contribution to journal › Conference article › peer-review
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Inferring Event Causality in Films via Common Knowledge Corpora.
Aidlin, B., Shmilovici, A. & Last, M., 21 Sep 2022, Computational Collective Intelligence ICCCI 2022. Nguyen, N. T. & Manolopoulos, Y. (eds.). Cham: Springer, p. 3-15 13 p. (Lecture Notes in Computer Science; vol. 13501).Ben-Gurion University of the Negev
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review