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143 results on '"Batko, Michal"'

1. Analytical Algebra: Extension of Relational Algebra

Author

Peschel, Jakub, Batko, Michal, Zezula, Pavel, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Strauss, Christine, editor, Cuzzocrea, Alfredo, editor, Kotsis, Gabriele, editor, Tjoa, A Min, editor, and Khalil, Ismail, editor

Published
2022
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2. FIMSIM: Discovering Communities by Frequent Item-Set Mining and Similarity Search

Author

Peschel, Jakub, Batko, Michal, Valcik, Jakub, Sedmidubsky, Jan, Zezula, Pavel, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Reyes, Nora, editor, Connor, Richard, editor, Kriege, Nils, editor, Kazempour, Daniyal, editor, Bartolini, Ilaria, editor, Schubert, Erich, editor, and Chen, Jian-Jia, editor

Published
2021
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3. Algebra for Complex Analysis of Data

Author

Peschel, Jakub, Batko, Michal, Zezula, Pavel, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Hartmann, Sven, editor, Küng, Josef, editor, Kotsis, Gabriele, editor, Tjoa, A Min, editor, and Khalil, Ismail, editor

Published
2020
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4. DISA at ImageCLEF 2014 Revised: Search-based Image Annotation with DeCAF Features

Author

Budikova, Petra, Botorek, Jan, Batko, Michal, and Zezula, Pavel

Subjects
Computer Science - Information Retrieval, Computer Science - Computer Vision and Pattern Recognition
Abstract

This paper constitutes an extension to the report on DISA-MU team participation in the ImageCLEF 2014 Scalable Concept Image Annotation Task as published in [3]. Specifically, we introduce a new similarity search component that was implemented into the system, report on the results achieved by utilizing this component, and analyze the influence of different similarity search parameters on the annotation quality.

Published
2014

5. Indexing Metric Spaces

Author

Zezula, Pavel, Batko, Michal, Dohnal, Vlastislav, Papadias, Dimitris, Section editor, Liu, Ling, editor, and Özsu, M. Tamer, editor

Published
2018
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6. Towards Faster Similarity Search by Dynamic Reordering of Streamed Queries

Author

Nalepa, Filip, Batko, Michal, Zezula, Pavel, Hutchison, David, Series Editor, Kanade, Takeo, Series Editor, Kittler, Josef, Series Editor, Kleinberg, Jon M., Series Editor, Mattern, Friedemann, Series Editor, Mitchell, John C., Series Editor, Naor, Moni, Series Editor, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Weikum, Gerhard, Series Editor, Hameurlain, Abdelkader, editor, Wagner, Roland, editor, Hartmann, Sven, editor, and Ma, Hui, editor

Published
2018
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7. Speeding Up Continuous kNN Join by Binary Sketches

Author

Nalepa, Filip, Batko, Michal, Zezula, Pavel, Hutchison, David, Series Editor, Kanade, Takeo, Series Editor, Kittler, Josef, Series Editor, Kleinberg, Jon M., Series Editor, Mattern, Friedemann, Series Editor, Mitchell, John C., Series Editor, Naor, Moni, Series Editor, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Weikum, Gerhard, Series Editor, and Perner, Petra, editor

Published
2018
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9. Query Language for Complex Similarity Queries

Author

Budikova, Petra, Batko, Michal, and Zezula, Pavel

Subjects
Computer Science - Databases, Computer Science - Information Retrieval, Computer Science - Multimedia
Abstract

For complex data types such as multimedia, traditional data management methods are not suitable. Instead of attribute matching approaches, access methods based on object similarity are becoming popular. Recently, this resulted in an intensive research of indexing and searching methods for the similarity-based retrieval. Nowadays, many efficient methods are already available, but using them to build an actual search system still requires specialists that tune the methods and build the system manually. Several attempts have already been made to provide a more convenient high-level interface in a form of query languages for such systems, but these are limited to support only basic similarity queries. In this paper, we propose a new language that allows to formulate content-based queries in a flexible way, taking into account the functionality offered by a particular search engine in use. To ensure this, the language is based on a general data model with an abstract set of operations. Consequently, the language supports various advanced query operations such as similarity joins, reverse nearest neighbor queries, or distinct kNN queries, as well as multi-object and multi-modal queries. The language is primarily designed to be used with the MESSIF framework for content-based searching but can be employed by other retrieval systems as well.

Published
2012

10. Fusion Strategies for Large-Scale Multi-modal Image Retrieval

Author

Budikova, Petra, Batko, Michal, Zezula, Pavel, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Hameurlain, Abdelkader, editor, Küng, Josef, editor, Wagner, Roland, editor, Akbarinia, Reza, editor, and Pacitti, Esther, editor

Published
2017
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11. Cache and Priority Queue Based Approximation Technique for a Stream of Similarity Search Queries

Author

Nalepa, Filip, Batko, Michal, Zezula, Pavel, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Beecks, Christian, editor, Borutta, Felix, editor, Kröger, Peer, editor, and Seidl, Thomas, editor

Published
2017
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12. Towards High Similarity Search Throughput by Dynamic Query Reordering and Parallel Processing

Author

Nalepa, Filip, Batko, Michal, Zezula, Pavel, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Kirikova, Mārīte, editor, Nørvåg, Kjetil, editor, and Papadopoulos, George A., editor

Published
2017
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13. Enhancing Similarity Search Throughput by Dynamic Query Reordering

Author

Nalepa, Filip, Batko, Michal, Zezula, Pavel, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Hartmann, Sven, editor, and Ma, Hui, editor

Published
2016
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14. Performance Analysis of Distributed Stream Processing Applications Through Colored Petri Nets

Author

Nalepa, Filip, Batko, Michal, Zezula, Pavel, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Kofroň, Jan, editor, and Vojnar, Tomáš, editor

Published
2016
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15. Search-Based Image Annotation: Extracting Semantics from Similar Images

Author

Budikova, Petra, Batko, Michal, Botorek, Jan, Zezula, Pavel, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Mothe, Josanne, editor, Savoy, Jacques, editor, Kamps, Jaap, editor, Pinel-Sauvagnat, Karen, editor, Jones, Gareth, editor, San Juan, Eric, editor, Capellato, Linda, editor, and Ferro, Nicola, editor

Published
2015
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16. Model for Performance Analysis of Distributed Stream Processing Applications

Author

Nalepa, Filip, Batko, Michal, Zezula, Pavel, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Chen, Qiming, editor, Hameurlain, Abdelkader, editor, Toumani, Farouk, editor, Wagner, Roland, editor, and Decker, Hendrik, editor

Published
2015
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18. Metric Space

Author

Zezula, Pavel, Batko, Michal, Dohnal, Vlastislav, Papadias, Dimitris, Section editor, Liu, Ling, editor, and Özsu, M. Tamer, editor

Published
2018
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21. Face-Based People Searching in Videos

Author

Sedmidubsky, Jan, Batko, Michal, Zezula, Pavel, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Serdyukov, Pavel, editor, Braslavski, Pavel, editor, Kuznetsov, Sergei O., editor, Kamps, Jaap, editor, Rüger, Stefan, editor, Agichtein, Eugene, editor, Segalovich, Ilya, editor, and Yilmaz, Emine, editor

Published
2013
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22. Visual Image Search: Feature Signatures or/and Global Descriptors

Author

Lokoč, Jakub, Novák, David, Batko, Michal, Skopal, Tomáš, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Navarro, Gonzalo, editor, and Pestov, Vladimir, editor

Published
2012
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23. Similarity Query Postprocessing by Ranking

Author

Budikova, Petra, Batko, Michal, Zezula, Pavel, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Detyniecki, Marcin, editor, Knees, Peter, editor, Nürnberger, Andreas, editor, Schedl, Markus, editor, and Stober, Sebastian, editor

Published
2011
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24. Evaluation Platform for Content-Based Image Retrieval Systems

Author

Budikova, Petra, Batko, Michal, Zezula, Pavel, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Gradmann, Stefan, editor, Borri, Francesca, editor, Meghini, Carlo, editor, and Schuldt, Heiko, editor

Published
2011
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29. MESSIF: Metric Similarity Search Implementation Framework

Author

Batko, Michal, Novak, David, Zezula, Pavel, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Thanos, Costantino, editor, Borri, Francesca, editor, and Candela, Leonardo, editor

Published
2007
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30. A Scalable Nearest Neighbor Search in P2P Systems

Author

Batko, Michal, Gennaro, Claudio, Zezula, Pavel, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Dough, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Ng, Wee Siong, editor, Ooi, Beng-Chin, editor, Ouksel, Aris M., editor, and Sartori, Claudio, editor

Published
2005
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31. Distributed and Scalable Similarity Searching in Metric Spaces

Author

Batko, Michal, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Dough, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Lindner, Wolfgang, editor, Mesiti, Marco, editor, Türker, Can, editor, Tzitzikas, Yannis, editor, and Vakali, Athena I., editor

Published
2005
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32. Similarity Grid for Searching in Metric Spaces

Author

Batko, Michal, Gennaro, Claudio, Zezula, Pavel, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Dough, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Türker, Can, editor, Agosti, Maristella, editor, and Schek, Hans-Jörg, editor

Published
2005
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37. Metric Space

Author

Zezula, Pavel, primary, Batko, Michal, additional, and Dohnal, Vlastislav, additional

Published
2014
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40. Metric Space

Author

Zezula, Pavel, Batko, Michal, Dohnal, Vlastislav, LIU, LING, editor, and ÖZSU, M. TAMER, editor

Published
2009
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