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dhr. dr. S. (Stevan) Rudinac

Faculteit Economie en Bedrijfskunde
Sectie Operations Management
Fotograaf: Christina Chouchena

Bezoekadres
  • Plantage Muidergracht 12
  • Kamernummer: M0.26
Postadres
  • Postbus 15953
    1001 NL Amsterdam
Contactgegevens
  • Profile

    Positions

    Associate Professor at the Amsterdam Business School, University of Amsterdam

    Guest Researcher at the Informatics Institute, University of Amsterdam

    Research interests

    Multimedia analytics, computer vision, information retrieval, machine learning

    Current research focus

    Multimedia analytics applications in urban computing, business and security

    Publications

  • Publicaties

    2020

    • Gornishka, I., Rudinac, S., & Worring, M. (2020). Interactive Search and Exploration in Discussion Forums Using Multimodal Embeddings. In MultiMedia Modeling: 26th International Conference, MMM 2020, Daejeon, South Korea, January 5–8, 2020 : proceedings (Vol. 2, pp. 388-399). (Lecture Notes in Computer Science; Vol. 11962). Cham: Springer. https://doi.org/10.1007/978-3-030-37734-2_32
    • Jónsson, B. Þ., Khan, O. S., Koelma, D. C., Rudinac, S., Worring, M., & Zahálka, J. (2020). Exquisitor at the Video Browser Showdown 2020. In Y. M. Ro, W-H. Cheng, J. Kim, W-T. Chu, P. Cui, J-W. Choi, M-C. Hu, ... W. De Neve (Eds.), MultiMedia Modeling: 26th International Conference, MMM 2020, Daejeon, South Korea, January 5–8, 2020 : proceedings (Vol. 2, pp. 796-802). (Lecture Notes in Computer Science; Vol. 11962). Cham: Springer. https://doi.org/10.1007/978-3-030-37734-2_72 [details]
    • Khan, O. S., Jónsson, B. Þ., Rudinac, S., Zahálka, J., Ragnarsdóttir, H., Þorleiksdóttir, Þ., ... Worring, M. (2020). Interactive Learning for Multimedia at Large. In Advances in Information Retrieval: 42nd European Conference on IR Research, ECIR 2020, Lisbon, Portugal, April 14-17, 2020. (pp. 495-510). Cham: Springer International Publishing. https://doi.org/10.1007/978-3-030-45439-5_33
    • Sharma, U., Rudinac, S., Worring, M., Demmers, J., & Dolen, W. V. (2020). Semantic Path-Based Learning for Review Volume Prediction. In Advances in Information Retrieval: 42nd European Conference on IR Research, ECIR 2020, Lisbon, Portugal, April 14-17, 2020. (pp. 821-835). Cham: Springer International Publishing. https://doi.org/10.1007/978-3-030-45439-5_54

    2019

    • Arya, D., Rudinac, S., & Worring, M. (2019). HyperLearn: A Distributed Approach for Representation Learning in Datasets With Many Modalities. In MM'19: Proceedings of the 27th ACM International Conference on Multimedia : October 21-25, 2019, Nice, France (pp. 2245-2253). New York, NY: Association for Computing Machinery. https://doi.org/10.1145/3343031.3350572 [details]
    • Arya, D., Rudinac, S., & Worring, M. (2019). Predicting Behavioural Patterns in Discussion Forums using Deep Learning on Hypergraphs. In C. Gurrin, B. Þ. Jónsson, R. Péteri, S. Rudinac, S. Marchand-Maillet, G. Quénot, K. McGuinness, G. Þ. Guðmundsson, S. Little, M. Katsurai, ... G. Healy (Eds.), 2019 International Conference on Content-Based Multimedia Indexing (CBMI): proceedings : September 4-6, 2019, held at: DCU All Hallows Campus, Dublin 9, Ireland (pp. 210-215). Piscataway, NJ: IEEE. https://doi.org/10.1109/CBMI.2019.8877384 [details]
    • Khan, O. S., Jónsson, B. Þ., Zahálka, J., Rudinac, S., & Worring, M. (2019). Exquisitor at the Lifelog Search Challenge 2019. In LSC'19: Proceedings of the ACM Workshop on Lifelog Search Challenge : June 10, 2019, Ottawa, ON, Canada (pp. 7-11). New York, NY: Association for Computing Machinery. https://doi.org/10.1145/3326460.3329156 [details]
    • Ragnarsdóttir, H., Þorleiksdottir, Þ., Khan, O., Jónsson, B. Þ., Guðmundsson, G. Þ., Zahálka, J., ... Worring, M. (2019). Exquisitor: Breaking the Interaction Barrier for Exploration of 100 Million Images. In MM 2019 - Proceedings of the 27th ACM International Conference on Multimedia (pp. 1029-1031). Association for Computing Machinery. https://doi.org/10.1145/3343031.3350580
    • Sukel, M., Rudinac, S., & Worring, M. (2019). Multimodal Classification of Urban Micro-Events. In MM'19: Proceedings of the 27th ACM International Conference on Multimedia : October 21-25, 2019, Nice, France (pp. 1455-1463). Association for Computing Machinery. https://doi.org/10.1145/3343031.3350967 [details]

    2018

    • Rudinac, S., Chua, T-S., Diaz-Ferreyra, N., Friedland, G., Gornostaja, T., Huet, B., ... Xie, L. (2018). Rethinking Summarization and Storytelling for Modern Social Multimedia. In K. Schoeffmann, T. H. Chalidabhongse, C. W. Ngo, S. Aramvith, N. E. O'Connor, Y-S. Ho, M. Gabbouj, ... A. Elgmamal (Eds.), MultiMedia Modeling: 24th International Conference, MMM 2018 : Bangkok, Thailand, February 5–7, 2018 : Proceedings (Vol. 1, pp. 632-644). (Lecture Notes in Computer Science; Vol. 10704). Cham: Springer. https://doi.org/10.1007/978-3-319-73603-7_51 [details]
    • Zahálka, J., Rudinac, S., Jónsson, B. Þ., Koelma, D. C., & Worring, M. (2018). Blackthorn: Large-Scale Interactive Multimodal Learning. IEEE Transactions on Multimedia, 20(3), 687-698. https://doi.org/10.1109/TMM.2017.2755986 [details]

    2017

    • Rudinac, S., Gornishka, I., & Worring, M. (2017). Multimodal Classification of Violent Online Political Extremism Content with Graph Convolutional Networks. In Thematic Workshops '17: proceedings of the Thematic Workshops of ACM Multimedia 2017 : October 23-27, 2017, Moutain View, CA, USA (pp. 245-252). New York: Association for Computing Machinery. https://doi.org/10.1145/3126686.3126776 [details]
    • Rudinac, S., Zahálka, J., & Worring, M. (2017). Discovering Geographic Regions in the City Using Social Multimedia and Open Data. In L. Amsaleg, G. Þ. Guðmundsson, C. Gurrin, B. Þ. Jónsson, & S. Satoh (Eds.), MultiMedia Modeling: 23rd International Conference, MMM 2017, Reykjavik, Iceland, January 4-6, 2017 : proceedings (Vol. 2, pp. 148-159). (Lecture Notes in Computer Science; Vol. 10133). Cham: Springer. https://doi.org/10.1007/978-3-319-51814-5_13 [details]

    2016

    • Boonzajer Flaes, J., Rudinac, S., & Worring, M. (2016). What Multimedia Sentiment Analysis Says About City Liveability. In European Conference on Information Retrieval
    • Jónsson, B. Þ., Worring, M., Zahálka, J., Rudinac, S., & Amsaleg, L. (2016). Ten Research Questions for Scalable Multimedia Analytics. In Q. Tian, N. Sebe, G-J. Qi, B. Huet, R. Hong, & X. Liu (Eds.), MultiMedia Modeling: 22nd International Conference, MMM 2016: Miami, FL, USA, January 4-6, 2016: proceedings (Vol. 2, pp. 290-302). (Lecture Notes in Computer Science; Vol. 9517). Cham: Springer. https://doi.org/10.1007/978-3-319-27674-8_26 [details]
    • Mazloom, M., Rietveld, R., Rudinac, S., Worring, M., & van Dolen, W. (2016). Multimodal Popularity Prediction of Brand-related Social Media Posts. In MM'16: Proceedings of the 2016 ACM on Multimedia Conference : October 15-19, 2016, Amsterdam, The Netherlands (pp. 197-201). New York, NY: Association for Computing Machinery. https://doi.org/10.1145/2964284.2967210 [details]
    • Zahálka, J., Rudinac, S., Jónsson, B. Þ., Koelma, D. C., & Worring, M. (2016). Interactive Multimodal Learning on 100 Million Images. In ICMR'16: proceedings of the 2016 ACM International Conference on Multimedia Retrieval: June 6-9, 2016, New York, NY, USA (pp. 333-337). New York, NY: Association for Computing Machinery. https://doi.org/10.1145/2911996.2912062 [details]
    • van den Berg, J., Rudinac, S., & Worring, M. (2016). Scenemash: Multimodal Route Summarization for City Exploration. In European Conference on Information Retrieval

    2015

    • Redi, J., & Rudinac, S. (2015). CrowdMM 2015- Fourth International ACM Workshop on Crowdsourcing for Multimedia. In MM'15: proceedings of the 2015 ACM international conference on Multimedia, October 26-30, 2015, Brisbane, Australia (pp. 1341-1342). New York, NY: Association for Computing Machinery. https://doi.org/10.1145/2733373.2806411 [details]
    • Zahálka, J., Rudinac, S., & Worring, M. (2015). Analytic Quality: Evaluation of Performance and Insight in Multimedia Collection Analysis. In MM '15: proceedings of the 2015 ACM Multimedia Conference: October 26-30, 2015, Brisbane, Australia (pp. 231-240). New York, NY: Association for Computing Machinery. https://doi.org/10.1145/2733373.2806279 [details]
    • Zahálka, J., Rudinac, S., & Worring, M. (2015). Interactive Multimodal Learning for Venue Recommendation. IEEE Transactions on Multimedia, 17(12), 2235-2244. https://doi.org/10.1109/TMM.2015.2480007 [details]

    2014

    • Rudinac, S., & Worring, M. (2014). Making Use of Semantic Concept Detection for Modelling Human Preferences in Visual Summarization. In CrowdMM'14: proceedings of the International Workshop on Crowdsourcing for Multimedia: November 7, 2014, Orlando, Florida, USA (pp. 41-44). New York: ACM. https://doi.org/10.1145/2660114.2660127 [details]
    • Zahálka, J., Rudinac, S., & Worring, M. (2014). New Yorker Melange: Interactive Brew of Personalized Venue Recommendation. In MM '14: proceedings of the 2014 ACM Conference on Multimedia: November 3-7, 2014, Orlando, Florida, USA (pp. 205-208). New York: ACM. https://doi.org/10.1145/2647868.2656403 [details]

    2013

    2019

    • Gurrin, C., Jónsson, B. Þ., Péteri, R., Rudinac, S., Marchand-Maillet, S., Quénot, G., ... Healy, G. (Eds.) (2019). 2019 International Conference on Content-Based Multimedia Indexing (CBMI): proceedings : September 4-6, 2019, held at: DCU All Hallows Campus, Dublin 9, Ireland . Piscataway, NJ: IEEE.

    2016

    • Mazloom, M., Rietveld, R. L., Rudinac, S., Worring, M., & van Dolen, W. M. (2016). Multi-modal post popularity in Social media, Advanced School for Computing and Imaging (ASCI)-track. Paper presented at ICT.OPEN2016, .
    • Mazloom, M., Rietveld, R. L., Rudinac, S., Worring, M., & van Dolen, W. M. (2016). Multimodal Popularity Prediction of Brand-related Social Media Posts. Paper presented at European Data Forum 2016, Eindhoven, Netherlands. https://doi.org/10.1145/2964284.2967210
    • Mazloom, M., Rietveld, R. L., Rudinac, S., Worring, M., & van Dolen, W. M. (2016). Multimodal Popularity Prediction of Brand-related Social Media Posts. Paper presented at Netherlands Conference on Computer Vision 2016, Lunteren, Netherlands. https://doi.org/10.1145/2964284.2967210

    2017

    This list of publications is extracted from the UvA-Current Research Information System. Questions? Ask the library or the Pure staff of your faculty / institute. Log in to Pure to edit your publications. Log in to Personal Page Publication Selection tool to manage the visibility of your publications on this list.
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