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Michal Batko
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2020 – today
- 2022
- [c49]Jakub Peschel, Michal Batko, Pavel Zezula:
Analytical Algebra: Extension of Relational Algebra. DEXA (2) 2022: 284-290 - [c48]Jakub Peschel, Michal Batko, Pavel Zezula:
On Selection of Efficient Sequential Pattern Mining Algorithm Based on Characteristics of Data. ISM 2022: 202-205 - 2021
- [c47]Jakub Peschel, Michal Batko, Jakub Valcík, Jan Sedmidubský
, Pavel Zezula:
FIMSIM: Discovering Communities by Frequent Item-Set Mining and Similarity Search. SISAP 2021: 372-383 - 2020
- [c46]Jakub Peschel, Michal Batko, Pavel Zezula:
Algebra for Complex Analysis of Data. DEXA (1) 2020: 177-187 - [c45]Jakub Peschel, Michal Batko, Pavel Zezula:
Techniques for Complex Analysis of Contemporary Data. PRIS 2020: 15:1-15:5
2010 – 2019
- 2018
- [j9]Petra Budíková
, Michal Batko, Pavel Zezula:
ConceptRank for search-based image annotation. Multim. Tools Appl. 77(7): 8847-8882 (2018) - [j8]Filip Nalepa, Michal Batko, Pavel Zezula:
Towards Faster Similarity Search by Dynamic Reordering of Streamed Queries. Trans. Large Scale Data Knowl. Centered Syst. 38: 61-88 (2018) - [c44]Filip Nalepa, Michal Batko, Pavel Zezula:
Combining Cache and Priority Queue to Enhance Evaluation of Similarity Search Queries. ICNC-FSKD 2018: 956-963 - [c43]Filip Nálepa, Michal Batko, Pavel Zezula:
Continuous Time-Dependent kNN Join by Binary Sketches. IDEAS 2018: 64-73 - [c42]Filip Nalepa, Michal Batko, Pavel Zezula:
Speeding Up Continuous kNN Join by Binary Sketches. ICDM 2018: 183-198 - [c41]Petra Budíková
, Michal Batko, Pavel Zezula:
Multi-modal Image Retrieval for Search-Based Image Annotation with RF. ISM 2018: 52-60 - [r4]Pavel Zezula, Michal Batko, Vlastislav Dohnal:
Indexing Metric Spaces. Encyclopedia of Database Systems (2nd ed.) 2018 - [r3]Pavel Zezula, Michal Batko, Vlastislav Dohnal:
Metric Space. Encyclopedia of Database Systems (2nd ed.) 2018 - 2017
- [j7]David Mera
, Michal Batko, Pavel Zezula:
Speeding up the multimedia feature extraction: a comparative study on the big data approach. Multim. Tools Appl. 76(5): 7497-7517 (2017) - [j6]Petra Budíková
, Michal Batko, Pavel Zezula:
Fusion Strategies for Large-Scale Multi-modal Image Retrieval. Trans. Large Scale Data Knowl. Centered Syst. 33: 146-184 (2017) - [c40]Filip Nalepa, Michal Batko, Pavel Zezula:
Towards High Similarity Search Throughput by Dynamic Query Reordering and Parallel Processing. ADBIS 2017: 262-277 - [c39]Petra Galuscáková
, Michal Batko, Jan Cech, Jiri Matas
, David Novák, Pavel Pecina
:
Visual Descriptors in Methods for Video Hyperlinking. ICMR 2017: 294-300 - [c38]Filip Nalepa, Michal Batko, Pavel Zezula:
Cache and Priority Queue Based Approximation Technique for a Stream of Similarity Search Queries. SISAP 2017: 17-33 - 2016
- [j5]Petra Budíková
, Michal Batko, David Novak, Pavel Zezula:
Inherent Fusion: Towards Scalable Multi-Modal Similarity Search. J. Database Manag. 27(4): 1-23 (2016) - [c37]Filip Nalepa, Michal Batko, Pavel Zezula:
Enhancing Similarity Search Throughput by Dynamic Query Reordering. DEXA (2) 2016: 185-200 - 2015
- [c36]Petra Budíková
, Michal Batko, Jan Botorek, Pavel Zezula:
Search-Based Image Annotation: Extracting Semantics from Similar Images. CLEF 2015: 327-339 - [c35]Filip Nalepa, Michal Batko, Pavel Zezula:
Model for Performance Analysis of Distributed Stream Processing Applications. DEXA (2) 2015: 520-533 - [c34]Filip Nalepa, Michal Batko, Pavel Zezula:
Performance Analysis of Distributed Stream Processing Applications Through Colored Petri Nets. MEMICS 2015: 93-106 - [c33]David Novak, Michal Batko, Pavel Zezula:
Large-scale Image Retrieval using Neural Net Descriptors. SIGIR 2015: 1039-1040 - [c32]Petra Galuscáková, Michal Batko, Martin Krulis, Jakub Lokoc, David Novák, Pavel Pecina:
CUNI at TRECVID 2015: Video Hyperlinking Task. TRECVID 2015 - 2014
- [c31]Petra Budíková, Jan Botorek, Michal Batko, Pavel Zezula:
DISA at ImageCLEF 2014: The Search-based Solution for Scalable Image Annotation. CLEF (Working Notes) 2014: 360-371 - [c30]David Mera
, Michal Batko, Pavel Zezula:
Towards Fast Multimedia Feature Extraction: Hadoop or Storm. ISM 2014: 106-109 - [c29]Michal Batko, Petra Budíková
, Petr Elias
, Pavel Zezula:
CLAN Photo Presenter: Multi-modal Summarization Tool for Image Collections. ICMR 2014: 541 - [i2]Petra Budíková, Jan Botorek, Michal Batko, Pavel Zezula:
DISA at ImageCLEF 2014 Revised: Search-based Image Annotation with DeCAF Features. CoRR abs/1409.4627 (2014) - 2013
- [c28]Jan Sedmidubský
, Michal Batko, Pavel Zezula:
Face-Based People Searching in Videos. ECIR 2013: 853-856 - [c27]Michal Batko, Jan Botorek, Petra Budíková
, Pavel Zezula:
Content-based annotation and classification framework: a general multi-purpose approach. IDEAS 2013: 58-67 - 2012
- [j4]David Novak, Michal Batko, Pavel Zezula:
Large-scale similarity data management with distributed Metric Index. Inf. Process. Manag. 48(5): 855-872 (2012) - [c26]Petra Budíková
, Michal Batko, Pavel Zezula:
Query Language for Complex Similarity Queries. ADBIS 2012: 85-98 - [c25]Jakub Lokoc
, David Novák, Michal Batko, Tomás Skopal
:
Visual Image Search: Feature Signatures or/and Global Descriptors. SISAP 2012: 177-191 - [i1]Petra Budíková, Michal Batko, Pavel Zezula:
Query Language for Complex Similarity Queries. CoRR abs/1204.1185 (2012) - 2011
- [j3]David Novak, Michal Batko, Pavel Zezula:
Metric Index: An efficient and scalable solution for precise and approximate similarity search. Inf. Syst. 36(4): 721-733 (2011) - [c24]Petra Budíková, Michal Batko, Pavel Zezula:
MUFIN at ImageCLEF 2011: Success or Failure? CLEF (Notebook Papers/Labs/Workshop) 2011 - [c23]Petra Budíková
, Michal Batko, Pavel Zezula:
Evaluation Platform for Content-Based Image Retrieval Systems. TPDL 2011: 130-142 - 2010
- [j2]Michal Batko, Fabrizio Falchi
, Claudio Lucchese
, David Novak, Raffaele Perego
, Fausto Rabitti, Jan Sedmidubský
, Pavel Zezula:
Building a web-scale image similarity search system. Multim. Tools Appl. 47(3): 599-629 (2010) - [c22]Petra Budíková
, Michal Batko, Pavel Zezula:
Similarity Query Postprocessing by Ranking. Adaptive Multimedia Retrieval 2010: 159-173 - [c21]Pavel Jurkas, Milan Stefina, David Novak, Michal Batko:
Audio similarity retrieval engine. SISAP 2010: 121-122 - [c20]Petra Budíková
, Michal Batko, Pavel Zezula:
Improving the image retrieval system by ranking. SISAP 2010: 123-124 - [c19]Vojtech Zavrel, Michal Batko, Pavel Zezula:
Visual video retrieval system using MPEG-7 descriptors. SISAP 2010: 125-126
2000 – 2009
- 2009
- [c18]David Novak, Michal Batko, Pavel Zezula:
Generic similarity search engine demonstrated by an image retrieval application. SIGIR 2009: 840 - [c17]Michal Batko, Petra Kohoutková
, David Novak:
CoPhIR Image Collection under the Microscope. SISAP 2009: 47-54 - [c16]David Novak, Michal Batko:
Metric Index: An Efficient and Scalable Solution for Similarity Search. SISAP 2009: 65-73 - [c15]Michal Batko, Vlastislav Dohnal
, David Novak, Jan Sedmidubský
:
MUFIN: A Multi-feature Indexing Network. SISAP 2009: 158-159 - [c14]Tomás Skopal
, Vlastislav Dohnal
, Michal Batko, Pavel Zezula:
Distinct nearest neighbors queries for similarity search in very large multimedia databases. WIDM 2009: 11-14 - [r2]Pavel Zezula, Michal Batko, Vlastislav Dohnal:
Indexing Metric Spaces. Encyclopedia of Database Systems 2009: 1451-1454 - [r1]Pavel Zezula, Michal Batko, Vlastislav Dohnal:
Metric Space. Encyclopedia of Database Systems 2009: 1734-1735 - 2008
- [j1]Michal Batko, David Novak, Fabrizio Falchi
, Pavel Zezula:
Scalability comparison of Peer-to-Peer similarity search structures. Future Gener. Comput. Syst. 24(8): 834-848 (2008) - [c13]David Novák, Michal Batko, Pavel Zezula:
Web-scale system for image similarity search: When the dreams are coming true. CBMI 2008: 446-453 - [c12]David Novak, Michal Batko, Pavel Zezula:
Content Based Image Retrieval on the Web. FIS (Posters & Demos) 2008 - [c11]Michal Batko, Petra Kohoutková
, Pavel Zezula:
Combining metric features in large collections. ICDE Workshops 2008: 370-377 - [c10]Michal Batko, Fabrizio Falchi, Claudio Lucchese, David Novak, Raffaele Perego, Fausto Rabitti, Jan Sedmidubský, Pavel Zezula:
Crawling, Indexing, and Similarity Searching Images on the Web. SEBD 2008: 382-389 - [c9]Michal Batko, Petra Kohoutková
, Pavel Zezula:
Combining Metric Features in Large Collections. SISAP 2008: 79-86 - [p1]Pavel Zezula, Vlastislav Dohnal, Michal Batko:
File Organizations. Wiley Encyclopedia of Computer Science and Engineering 2008 - 2007
- [c8]Michal Batko, David Novak, Pavel Zezula:
MESSIF: Metric Similarity Search Implementation Framework. DELOS 2007: 1-10 - 2006
- [b1]Pavel Zezula, Giuseppe Amato
, Vlastislav Dohnal, Michal Batko:
Similarity Search - The Metric Space Approach. Advances in Database Systems 32, Kluwer 2006, ISBN 978-0-387-29146-8, pp. 1-191 - [c7]Michal Batko, Vlastislav Dohnal
, Pavel Zezula:
M-Grid: similarity searching in grid. P2PIR@CIKM 2006: 17-24 - [c6]Michal Batko, David Novak, Fabrizio Falchi
, Pavel Zezula:
On scalability of the similarity search in the world of peers. Infoscale 2006: 20 - 2004
- [c5]Michal Batko, Claudio Gennaro
, Pavel Zezula:
A Scalable Nearest Neighbor Search in P2P Systems. DBISP2P 2004: 79-92 - [c4]Michal Batko, Claudio Gennaro
, Pavel Zezula:
Similarity Grid for Searching in Metric Spaces. DELOS 2004: 25-44 - [c3]Michal Batko, Claudio Gennaro, Pasquale Savino, Pavel Zezula:
Scalable Similarity Search in Metric Spaces. DELOS 2004: 213-224 - [c2]Michal Batko:
Distributed and Scalable Similarity Searching in Metric Spaces. EDBT Workshops 2004: 44-53 - [c1]Michal Batko, Claudio Gennaro, Pavel Zezula:
A P2P-based System for searching in Metric Spaces. SEBD 2004: 410-417
Coauthor Index
aka: Petra Kohoutková
aka: David Novák
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