Michal Batko

Publication Activity (10 Years)

Years Active: 2004-2022
Publications (10 Years): 18

Top Topics

Similarity Search

Top Venues

Multim. Tools Appl.

Publications

Jakub Peschel, Michal Batko, Pavel Zezula
On Selection of Efficient Sequential Pattern Mining Algorithm Based on Characteristics of Data. ISM (2022)
Jakub Peschel, Michal Batko, Pavel Zezula
Analytical Algebra: Extension of Relational Algebra. DEXA (2) (2022)
Jakub Peschel, Michal Batko, Jakub Valcík, Jan Sedmidubský, Pavel Zezula
FIMSIM: Discovering Communities by Frequent Item-Set Mining and Similarity Search. SISAP (2021)
Jakub Peschel, Michal Batko, Pavel Zezula
Techniques for Complex Analysis of Contemporary Data. PRIS (2020)
Jakub Peschel, Michal Batko, Pavel Zezula
Algebra for Complex Analysis of Data. DEXA (1) (2020)
Filip Nalepa, Michal Batko, Pavel Zezula
Towards Faster Similarity Search by Dynamic Reordering of Streamed Queries. Trans. Large Scale Data Knowl. Centered Syst. 38 (2018)
Filip Nálepa, Michal Batko, Pavel Zezula
Continuous Time-Dependent kNN Join by Binary Sketches. IDEAS (2018)
Filip Nalepa, Michal Batko, Pavel Zezula
Speeding Up Continuous kNN Join by Binary Sketches. ICDM (2018)
Filip Nalepa, Michal Batko, Pavel Zezula
Combining Cache and Priority Queue to Enhance Evaluation of Similarity Search Queries. ICNC-FSKD (2018)
Petra Budíková, Michal Batko, Pavel Zezula
ConceptRank for search-based image annotation. Multim. Tools Appl. 77 (7) (2018)
Petra Budíková, Michal Batko, Pavel Zezula
Multi-modal Image Retrieval for Search-Based Image Annotation with RF. ISM (2018)
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) (2017)
Filip Nalepa, Michal Batko, Pavel Zezula
Cache and Priority Queue Based Approximation Technique for a Stream of Similarity Search Queries. SISAP (2017)
Petra Galuscáková, Michal Batko, Jan Cech, Jiri Matas, David Novák, Pavel Pecina
Visual Descriptors in Methods for Video Hyperlinking. ICMR (2017)
Petra Budíková, Michal Batko, Pavel Zezula
Fusion Strategies for Large-Scale Multi-modal Image Retrieval. Trans. Large Scale Data Knowl. Centered Syst. 33 (2017)
Filip Nalepa, Michal Batko, Pavel Zezula
Towards High Similarity Search Throughput by Dynamic Query Reordering and Parallel Processing. ADBIS (2017)
Filip Nalepa, Michal Batko, Pavel Zezula
Enhancing Similarity Search Throughput by Dynamic Query Reordering. DEXA (2) (2016)
Petra Budíková, Michal Batko, David Novak, Pavel Zezula
Inherent Fusion: Towards Scalable Multi-Modal Similarity Search. J. Database Manag. 27 (4) (2016)
Filip Nalepa, Michal Batko, Pavel Zezula
Performance Analysis of Distributed Stream Processing Applications Through Colored Petri Nets. MEMICS (2015)
Petra Budíková, Michal Batko, Jan Botorek, Pavel Zezula
Search-Based Image Annotation: Extracting Semantics from Similar Images. CLEF (2015)
Filip Nalepa, Michal Batko, Pavel Zezula
Model for Performance Analysis of Distributed Stream Processing Applications. DEXA (2) (2015)
Petra Galuscáková, Michal Batko, Martin Krulis, Jakub Lokoc, David Novák, Pavel Pecina
CUNI at TRECVID 2015: Video Hyperlinking Task. TRECVID (2015)
David Novak, Michal Batko, Pavel Zezula
Large-scale Image Retrieval using Neural Net Descriptors. SIGIR (2015)
Michal Batko, Petra Budíková, Petr Elias, Pavel Zezula
CLAN Photo Presenter: Multi-modal Summarization Tool for Image Collections. ICMR (2014)
David Mera, Michal Batko, Pavel Zezula
Towards Fast Multimedia Feature Extraction: Hadoop or Storm. ISM (2014)
Petra Budíková, Jan Botorek, Michal Batko, Pavel Zezula
DISA at ImageCLEF 2014 Revised: Search-based Image Annotation with DeCAF Features. CoRR (2014)
Petra Budíková, Jan Botorek, Michal Batko, Pavel Zezula
DISA at ImageCLEF 2014: The Search-based Solution for Scalable Image Annotation. CLEF (Working Notes) (2014)
Michal Batko, Jan Botorek, Petra Budíková, Pavel Zezula
Content-based annotation and classification framework: a general multi-purpose approach. IDEAS (2013)
Jan Sedmidubský, Michal Batko, Pavel Zezula
Face-Based People Searching in Videos. ECIR (2013)
Petra Budíková, Michal Batko, Pavel Zezula
Query Language for Complex Similarity Queries CoRR (2012)
Petra Budíková, Michal Batko, Pavel Zezula
Query Language for Complex Similarity Queries. ADBIS (2012)
Jakub Lokoc, David Novák, Michal Batko, Tomás Skopal
Visual Image Search: Feature Signatures or/and Global Descriptors. SISAP (2012)
David Novak, Michal Batko, Pavel Zezula
Large-scale similarity data management with distributed Metric Index. Inf. Process. Manag. 48 (5) (2012)
Petra Budíková, Michal Batko, Pavel Zezula
MUFIN at ImageCLEF 2011: Success or Failure? CLEF (Notebook Papers/Labs/Workshop) (2011)
David Novak, Michal Batko, Pavel Zezula
Metric Index: An efficient and scalable solution for precise and approximate similarity search. Inf. Syst. 36 (4) (2011)
Petra Budíková, Michal Batko, Pavel Zezula
Evaluation Platform for Content-Based Image Retrieval Systems. TPDL (2011)
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) (2010)
Petra Budíková, Michal Batko, Pavel Zezula
Improving the image retrieval system by ranking. SISAP (2010)
Petra Budíková, Michal Batko, Pavel Zezula
Similarity Query Postprocessing by Ranking. Adaptive Multimedia Retrieval (2010)
Pavel Jurkas, Milan Stefina, David Novak, Michal Batko
Audio similarity retrieval engine. SISAP (2010)
Vojtech Zavrel, Michal Batko, Pavel Zezula
Visual video retrieval system using MPEG-7 descriptors. SISAP (2010)
Michal Batko, Vlastislav Dohnal, David Novak, Jan Sedmidubský
MUFIN: A Multi-feature Indexing Network. SISAP (2009)
Michal Batko, Petra Kohoutková, David Novak
CoPhIR Image Collection under the Microscope. SISAP (2009)
David Novak, Michal Batko, Pavel Zezula
Generic similarity search engine demonstrated by an image retrieval application. SIGIR (2009)
David Novak, Michal Batko
Metric Index: An Efficient and Scalable Solution for Similarity Search. SISAP (2009)
Tomás Skopal, Vlastislav Dohnal, Michal Batko, Pavel Zezula
Distinct nearest neighbors queries for similarity search in very large multimedia databases. WIDM (2009)
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)
David Novak, Michal Batko, Pavel Zezula
Content Based Image Retrieval on the Web. FIS (Posters & Demos) (2008)
Michal Batko, Petra Kohoutková, Pavel Zezula
Combining metric features in large collections. ICDE Workshops (2008)
David Novák, Michal Batko, Pavel Zezula
Web-scale system for image similarity search: When the dreams are coming true. CBMI (2008)
Michal Batko, David Novak, Fabrizio Falchi, Pavel Zezula
Scalability comparison of Peer-to-Peer similarity search structures. Future Gener. Comput. Syst. 24 (8) (2008)
Michal Batko, Petra Kohoutková, Pavel Zezula
Combining Metric Features in Large Collections. SISAP (2008)
Michal Batko, David Novak, Pavel Zezula
MESSIF: Metric Similarity Search Implementation Framework. DELOS (2007)
Michal Batko, Vlastislav Dohnal, Pavel Zezula
M-Grid: similarity searching in grid. P2PIR@CIKM (2006)
Michal Batko, David Novak, Fabrizio Falchi, Pavel Zezula
On scalability of the similarity search in the world of peers. Infoscale (2006)
Michal Batko, Claudio Gennaro, Pavel Zezula
Similarity Grid for Searching in Metric Spaces. DELOS (2004)
Michal Batko, Claudio Gennaro, Pavel Zezula
A Scalable Nearest Neighbor Search in P2P Systems. DBISP2P (2004)
Michal Batko, Claudio Gennaro, Pasquale Savino, Pavel Zezula
Scalable Similarity Search in Metric Spaces. DELOS (2004)
Michal Batko, Claudio Gennaro, Pavel Zezula
A P2P-based System for searching in Metric Spaces. SEBD (2004)
Michal Batko
Distributed and Scalable Similarity Searching in Metric Spaces. EDBT Workshops (2004)