Publications
For the most up-to-date list of my publications, please consult my Google Scholar page. The list below contains publications I consider the most important or interesting.
Journal publications
![II-20](http://zahalka.net/wp-content/uploads/2023/04/ii20.png)
J. Zahálka, M. Worring, and J. J. van Wijk: II-20: Intelligent and pragmatic analytic categorization of image collections. IEEE Transactions on Visualization and Computer Graphics, 27 (2), pp. 422–431, February 2021.
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J. Zahálka, S. Rudinac, B. Þ. Jónsson, D. C. Koelma, and M. Worring: Blackthorn: Large-Scale Interactive Multimodal Learning. IEEE Transactions on Multimedia, 20 (3), pp. 687–698, March 2018.
![](http://zahalka.net/wp-content/uploads/2023/04/pivot_tables-1024x605.png)
M. Worring, D. Koelma, and J. Zahálka: Multimedia Pivot Tables for Multimedia Analytics on Image Collections. IEEE Transactions on Multimedia, 18 (11), pp. 2217–2227, November 2016.
![](http://zahalka.net/wp-content/uploads/2023/04/city_melange-1024x506.png)
J. Zahálka, S. Rudinac, and M. Worring: Interactive Multimodal Learning for Venue Recommendation. IEEE Transactions on Multimedia, 17 (12), pp. 2235–2244, December 2015. Extension of New Yorker Melange, the winner of ACM MM Grand Challenge 2014.
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J. Zahálka and F. Železný: An experimental test of Occam’s razor in classification. Machine Learning, 82 (3), pp. 475–481, March 2011.
Conference publications
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O. S. Khan, B. Þ. Jónsson, J. Zahálka, S. Rudinac, and M. Worring: Impact of interaction strategies on user relevance feedback. In Proc. ACM ICMR, pp. 590–598, August 2021.
![](https://zahalka.net/wp-content/uploads/2023/04/exquisitor-1-1024x462.png)
O. S. Khan, B. Þ. Jónsson, S. Rudinac, J. Zahálka, H. Ragnarsdóttir, Þ. Þorleiksdóttir, G. Þ. Guðmundsson, L. Amsaleg, and M. Worring: Interactive learning for multimedia at large. In Proc. ECIR, pp. 495–510, April 2020.
![](http://zahalka.net/wp-content/uploads/2023/04/ten_rq-1024x405.png)
B. Þ. Jónsson, M. Worring, J. Zahálka, L. Amsaleg, and S. Rudinac: Ten Research Questions for Scalable Multimedia Analytics. In Proc. MMM, Lecture Notes in Computer Science vol. 9517, pp. 290–302, January 2016.
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J. Zahálka, S. Rudinac, and M. Worring: Analytic Quality: Evaluation of Performance and Insight in Multimedia Collection Analysis. In Proc. ACM MM, pp. 231–240, October 2015.
![](http://zahalka.net/wp-content/uploads/2023/04/3i_mm_analytics-1024x823.png)
J. Zahálka and M. Worring: Towards Interactive, Intelligent, and Integrated Multimedia Analytics. In Proc. IEEE VAST, pp. 3–12, November 2014.