Research output per year
Research output per year
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..
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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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. Institute of Electrical and Electronics Engineers, p. 54-58 5 p. (2023 IEEE Conference on Standards for Communications and Networking, CSCN 2023).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., 14 Feb 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 (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13804 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
Support Vector Machines
Shmilovici, A., 1 Jan 2023, Machine Learning for Data Science Handbook: Data Mining and Knowledge Discovery Handbook, Third Edition. Springer International Publishing, p. 93-110 18 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
3 Scopus citations -
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.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).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Towards Automatic Textual Summarization of Movies
Liu, C., Last, M. & Shmilovici, A., 11 Jul 2021, Studies in Fuzziness and Soft Computing. Cham: Springer, p. 481-491 11 p. (Studies in Fuzziness and Soft Computing; vol. 393).Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
3 Scopus citations -
Comparison of state-of-the-art deep learning APIs for image multi-label classification using semantic metrics
Kubany, A., Ben Ishay, S., Ohayon, R. S., Shmilovici, A., Rokach, L. & Doitshman, T., 15 Dec 2020, In: Expert Systems with Applications. 161, 113656.Research output: Contribution to journal › Article › peer-review
Open Access13 Scopus citations -
Towards story-based classification of movie scenes
Liu, C., Shmilovici, A. & Last, M., 1 Feb 2020, In: PLoS ONE. 15, 2, e0228579.Research output: Contribution to journal › Article › peer-review
Open Access8 Scopus citations -
Forecasting with a Universal Data Compression Algorithm: The Forex Market Case
Shmilovici Leib, A., Kahiri, Y. & Hauser, S., 2019, International Conference of Computational Methods in Sciences and Engineering 2004 (ICCMSE 2004). Simos, T. & Maroulis, G. (eds.). 1 ed. Taylor and Francis, 4 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Identifying turning points in animated cartoons
Liu, C., Last, M. & Shmilovici, A., 1 Jun 2019, In: Expert Systems with Applications. 123, p. 246-255 10 p.Research output: Contribution to journal › Review article › peer-review
11 Scopus citations