RNDr. Michal Batko, Ph.D.

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2016

NÁLEPA, Filip - BATKO, Michal - ZEZULA, Pavel.
Enhancing Similarity Search Throughput by Dynamic Query Reordering. In Database and Expert Systems Applications: 27th International Conference, DEXA 2016, Porto, Portugal, September 5-8, 2016, Proceedings, Part II. Cham : Springer International Publishing, 2016. ISBN 978-3-319-44405-5, pp. 185-200. 5.9.2016, Porto, Portugal.


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NÁLEPA, Filip - BATKO, Michal - ZEZULA, Pavel.
Performance Analysis of Distributed Stream Processing Applications Through Colored Petri Nets. In Mathematical and Engineering Methods in Computer Science: 10th International Doctoral Workshop, MEMICS 2015, Telč, Czech Republic, October 23-25, 2015, Revised Selected Papers. Basel : Springer International Publishing, 2016. ISBN 978-3-319-29816-0, pp. 93-106. 23.10.2015, Telč, Česká republika.


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2015

NOVÁK, David - BATKO, Michal - ZEZULA, Pavel.
Large-scale Image Retrieval using Neural Net Descriptors. In Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval. New York, NY, USA : ACM, 2015. ISBN 978-1-4503-3621-5, pp. 1039-1040. 9.8.2015, Santiago, Chile.


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NÁLEPA, Filip - BATKO, Michal - ZEZULA, Pavel.
Model for Performance Analysis of Distributed Stream Processing Applications. In Database and Expert Systems Applications. Cham : Springer International Publishing, 2015. ISBN 978-3-319-22851-8, pp. 520-533. 1.9.2015, Valencia, Spain.


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BUDÍKOVÁ, Petra - BATKO, Michal - BOTOREK, Jan - ZEZULA, Pavel.
Search-based image annotation: Extracting semantics from similar images. In Experimental IR Meets Multilinguality, Multimodality, and Interaction - 6th International Conference of the CLEF Association, CLEF 2015. Toulouse, France : Springer, 2015. ISBN 978-3-319-24026-8, pp. 327-339. Toulouse, France.


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2014

BATKO, Michal - BUDÍKOVÁ, Petra - ELIÁŠ, Petr - ZEZULA, Pavel.
CLAN Photo Presenter: Multi-modal Summarization Tool for Image Collections. In Proceedings of ICMR 2014. New York, NY, USA : ACM, 2014. ISBN 978-1-4503-2782-4, pp. 541-542. 1.4.2014, Glasgow, UK.


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BUDÍKOVÁ, Petra - BOTOREK, Jan - BATKO, Michal - ZEZULA, Pavel.
DISA at ImageCLEF 2014 Revised: Search-based Image Annotation with DeCAF Features. 2014. 11 pp.


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BUDÍKOVÁ, Petra - BOTOREK, Jan - BATKO, Michal - ZEZULA, Pavel.
DISA at ImageCLEF 2014: The search-based solution for scalable image annotation. In CLEF 2014 Evaluation Labs and Workshop, Online Working Notes. Aachen : RWTH Aachen University, 2014. pp. 1-12. 2014, Sheffield, UK.


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MERA PÉREZ, David - BATKO, Michal - ZEZULA, Pavel.
Towards Fast Multimedia Feature Extraction: Hadoop or Storm. In Proceedings of 2014 IEEE International Symposium on Multimedia (ISM). Washington, DC : IEEE Computer Society Publications, 2014. ISBN 978-1-4799-4311-1, pp. 106-109. 10.12.2014, Taichung, Taiwan.


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2013

BATKO, Michal - BOTOREK, Jan - BUDÍKOVÁ, Petra - ZEZULA, Pavel.
Content-based annotation and classification framework: a general multi-purpose approach. In Proceedings of the 17th International Database Engineering & Applications Symposium. New York, NY, USA : ACM, 2013. ISBN 978-1-4503-2025-2, pp. 58-67. Barcelona, Spain.


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SEDMIDUBSKÝ, Jan - BATKO, Michal - ZEZULA, Pavel.
Face Index Application. 2013.


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SEDMIDUBSKÝ, Jan - BATKO, Michal - ZEZULA, Pavel.
Face-based People Searching in Videos. In 35th European Conference on Information Retrieval (ECIR 2013), LNCS 7814. Berlin Heidelberg : Springer-Verlag, 2013. ISBN 978-3-642-36972-8, pp. 853-856. 2013, Moscow.


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2012

STOKLASA, Roman - MAJTNER, Tomáš - SVOBODA, David - BATKO, Michal.
HEp-2 Cells Classifier. 2012.


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NOVÁK, David - BATKO, Michal - ZEZULA, Pavel.
Large-scale similarity data management with distributed Metric Index. Information Processing and Management, ELSEVIER, USA. ISSN 0306-4573, 2012, vol. 48, no. 5, pp. 855-872.


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BUDÍKOVÁ, Petra - BATKO, Michal - ZEZULA, Pavel.
Multi-modal image search for large-scale applications. In Proceedings of the International Workshop on Multimedia Databases and Data Engineering. Istanbul : VLDB Endowment, 2012. ISBN 988-8889-99-0, pp. 1-7. 31.8.2012, Instanbul, Turecko.


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BUDÍKOVÁ, Petra - BATKO, Michal - ZEZULA, Pavel.
Query Language for Complex Similarity Queries. In Advances in Databases and Information Systems, LNCS 7503. Berlin : Springer-Verlag, 2012. ISBN 978-3-642-33073-5, pp. 85-98. 17.9.2012, Poznan, Polsko.


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BUDÍKOVÁ, Petra - BATKO, Michal - ZEZULA, Pavel.
Query Language for Complex Similarity Queries. 2012.


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BUDÍKOVÁ, Petra - BATKO, Michal - ZEZULA, Pavel.
Similarity Query Postprocessing by Ranking. In Adaptive Multimedia Retrieval. Context, Exploration, and Fusion, LNCS 6817. Vyd. Revised Selected Papers. Berlin : Springer-Verlag, 2012. ISBN 978-3-642-27168-7, pp. 159-173. 17.8.2010, Linz, Austria.


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LOKOČ, Jakub - NOVÁK, David - BATKO, Michal - SKOPAL, Tomáš.
Visual Image Search: Feature Signatures or/and Global Descriptors. In Similarity Search and Applications. Berlin / Heidelberg : Springer, 2012. ISBN 978-3-642-32152-8, pp. 177-191. 2012, Toronto, Canada.


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2011

BUDÍKOVÁ, Petra - BATKO, Michal - ZEZULA, Pavel.
Evaluation Platform for Content-based Image Retrieval Systems. In International Conference on Theory and Practice of Digital Libraries 2011, LNCS 6966. Berlin : Springer, 2011. ISBN 978-3-642-24468-1, pp. 130-142. 26.9.2011, Berlin, Germany.


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NOVÁK, David - BATKO, Michal - ZEZULA, Pavel.
Metric index: an efficient and scalable solution for precise and approximate similarity search. Information Systems, Elsevier, The Nederlands. ISSN 0306-4379, 2011, vol. 36, no. 4, pp. 721-733.


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BUDÍKOVÁ, Petra - BATKO, Michal - ZEZULA, Pavel.
MUFIN at ImageCLEF 2011: Success or Failure?. In CLEF 2011 Labs and Workshop, Notebook Papers; CEUR Workshop Proceedings Vol. 1177. Amsterdam : CLEF, 2011. pp. 1-12. 19.9.2011, Amsterdam, Netherlands.


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BUDÍKOVÁ, Petra - BATKO, Michal - ZEZULA, Pavel.
Online Image Annotation. In 4th International Conference on Similarity Search and Applications (SISAP 2011). New York : ACM Press, 2011. ISBN 978-1-4503-0795-6, pp. 109-110. 30.6.2011, Lipari, Italy.


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2010

JURKAS, Pavel - ŠTEFINA, Milan - NOVÁK, David - BATKO, Michal.
Audio Similarity Retrieval Engine. In Third International Conference on Similarity Search and Applications. New York : ACM Press, 2010. ISBN 978-1-4503-0420-7, pp. 121-122. 18.9.2010, Istanbul, Turkey.


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BATKO, Michal - FALCHI, Fabrizio - LUCCHESE, Claudio - NOVÁK, David - PEREGO, Raffaele - RABITTI, Fausto - SEDMIDUBSKÝ, Jan - ZEZULA, Pavel.
Building a Web-scale Image Similarity Search System. Multimedia Tools and Applications, Springer Netherlands, USA. ISSN 1380-7501, 2010, vol. 47, no. 3, pp. 599-629.


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BUDÍKOVÁ, Petra - BATKO, Michal - ZEZULA, Pavel.
Improving the Image Retrieval System by Ranking. In 3rd International Conference on Similarity Search and Applications (SISAP 2010). New York : ACM Press, 2010. ISBN 978-1-4503-0420-7, pp. 123-124. 18.9.2010, Istanbul, Turkey.


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BUDÍKOVÁ, Petra - BATKO, Michal - ZEZULA, Pavel.
Similarity Query Postprocessing by Ranking. In 8th International Workshop on Adaptive Multimedia Retrieval, AMR'2010. Linz : Johannes Kepler University, 2010. 15 pp. 17.8.2010, Linz.


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ZAVŘEL, Vojtěch - BATKO, Michal - ZEZULA, Pavel.
Visual Video Retrieval System Using MPEG-7 Descriptors. In 3rd International Conference on Similarity Search and Applications. New York : ACM Press, 2010. ISBN 978-1-4503-0420-7, pp. 125-126. 18.9.2010, Istanbul, Turkey.


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2009

BATKO, Michal - BUDÍKOVÁ, Petra - NOVÁK, David.
CoPhIR Image Collection under the Microscope. In Proceedings of the 2009 Second International Workshop on Similarity Search and Applications. Washington, DC, USA : IEEE Computer Society, 2009. ISBN 978-0-7695-3765-8, pp. 47-54. 2009, Prague, Czech Republic.


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SKOPAL, Tomáš - DOHNAL, Vlastislav - BATKO, Michal - ZEZULA, Pavel.
Distinct nearest neighbors queries for similarity search in very large multimedia databases. In 11th ACM International Workshop on Web Information and Data Management (WIDM 2009). New York, USA : ACM, 2009. ISBN 978-1-60558-808-7, pp. 11-14. 2.11.2009, Hong Kong, China.


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