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.
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.
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.
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.
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.
J. Zahálka and F. Železný: An experimental test of Occam’s razor in classification. Machine Learning, 82 (3), pp. 475–481, March 2011.
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.
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.
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.
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.
J. Zahálka and M. Worring: Towards Interactive, Intelligent, and Integrated Multimedia Analytics. In Proc. IEEE VAST, pp. 3–12, November 2014.