Michal Batko

According to our database1, Michal Batko authored at least 59 papers between 2004 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2020
Algebra for Complex Analysis of Data.
Proceedings of the Database and Expert Systems Applications, 2020

2018
Metric Space.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Indexing Metric Spaces.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Towards Faster Similarity Search by Dynamic Reordering of Streamed Queries.
Trans. Large Scale Data Knowl. Centered Syst., 2018

ConceptRank for search-based image annotation.
Multim. Tools Appl., 2018

Multi-modal Image Retrieval for Search-Based Image Annotation with RF.
Proceedings of the 2018 IEEE International Symposium on Multimedia, 2018

Speeding Up Continuous kNN Join by Binary Sketches.
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2018

Continuous Time-Dependent kNN Join by Binary Sketches.
Proceedings of the 22nd International Database Engineering & Applications Symposium, 2018

Combining Cache and Priority Queue to Enhance Evaluation of Similarity Search Queries.
Proceedings of the 14th International Conference on Natural Computation, 2018

2017
Fusion Strategies for Large-Scale Multi-modal Image Retrieval.
Trans. Large Scale Data Knowl. Centered Syst., 2017

Speeding up the multimedia feature extraction: a comparative study on the big data approach.
Multim. Tools Appl., 2017

Cache and Priority Queue Based Approximation Technique for a Stream of Similarity Search Queries.
Proceedings of the Similarity Search and Applications - 10th International Conference, 2017

Visual Descriptors in Methods for Video Hyperlinking.
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

Towards High Similarity Search Throughput by Dynamic Query Reordering and Parallel Processing.
Proceedings of the Advances in Databases and Information Systems, 2017

2016
Inherent Fusion: Towards Scalable Multi-Modal Similarity Search.
J. Database Manag., 2016

Enhancing Similarity Search Throughput by Dynamic Query Reordering.
Proceedings of the Database and Expert Systems Applications, 2016

2015
CUNI at TRECVID 2015: Video Hyperlinking Task.
Proceedings of the 2015 TREC Video Retrieval Evaluation, 2015

Large-scale Image Retrieval using Neural Net Descriptors.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Performance Analysis of Distributed Stream Processing Applications Through Colored Petri Nets.
Proceedings of the Mathematical and Engineering Methods in Computer Science, 2015

Model for Performance Analysis of Distributed Stream Processing Applications.
Proceedings of the Database and Expert Systems Applications, 2015

Search-Based Image Annotation: Extracting Semantics from Similar Images.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2015

2014
DISA at ImageCLEF 2014 Revised: Search-based Image Annotation with DeCAF Features.
CoRR, 2014

CLAN Photo Presenter: Multi-modal Summarization Tool for Image Collections.
Proceedings of the International Conference on Multimedia Retrieval, 2014

Towards Fast Multimedia Feature Extraction: Hadoop or Storm.
Proceedings of the 2014 IEEE International Symposium on Multimedia, 2014

DISA at ImageCLEF 2014: The Search-based Solution for Scalable Image Annotation.
Proceedings of the Working Notes for CLEF 2014 Conference, 2014

2013
Content-based annotation and classification framework: a general multi-purpose approach.
Proceedings of the 17th International Database Engineering & Applications Symposium, 2013

Face-Based People Searching in Videos.
Proceedings of the Advances in Information Retrieval, 2013

2012
Large-scale similarity data management with distributed Metric Index.
Inf. Process. Manag., 2012

Visual Image Search: Feature Signatures or/and Global Descriptors.
Proceedings of the Similarity Search and Applications - 5th International Conference, 2012

Query Language for Complex Similarity Queries.
Proceedings of the Advances in Databases and Information Systems, 2012

2011
Metric Index: An efficient and scalable solution for precise and approximate similarity search.
Inf. Syst., 2011

Evaluation Platform for Content-Based Image Retrieval Systems.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2011

MUFIN at ImageCLEF 2011: Success or Failure?
Proceedings of the CLEF 2011 Labs and Workshop, 2011

2010
Building a web-scale image similarity search system.
Multim. Tools Appl., 2010

Visual video retrieval system using MPEG-7 descriptors.
Proceedings of the Third International Workshop on Similarity Search and Applications, 2010

Audio similarity retrieval engine.
Proceedings of the Third International Workshop on Similarity Search and Applications, 2010

Improving the image retrieval system by ranking.
Proceedings of the Third International Workshop on Similarity Search and Applications, 2010

Similarity Query Postprocessing by Ranking.
Proceedings of the Adaptive Multimedia Retrieval. Context, Exploration, and Fusion, 2010

2009
Metric Space.
Proceedings of the Encyclopedia of Database Systems, 2009

Indexing Metric Spaces.
Proceedings of the Encyclopedia of Database Systems, 2009

Distinct nearest neighbors queries for similarity search in very large multimedia databases.
Proceedings of the 11th ACM International Workshop on Web Information and Data Management (WIDM 2009), 2009

Metric Index: An Efficient and Scalable Solution for Similarity Search.
Proceedings of the Second International Workshop on Similarity Search and Applications, 2009

CoPhIR Image Collection under the Microscope.
Proceedings of the Second International Workshop on Similarity Search and Applications, 2009

MUFIN: A Multi-feature Indexing Network.
Proceedings of the Second International Workshop on Similarity Search and Applications, 2009

Generic similarity search engine demonstrated by an image retrieval application.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

2008
File Organizations.
Proceedings of the Wiley Encyclopedia of Computer Science and Engineering, 2008

Scalability comparison of Peer-to-Peer similarity search structures.
Future Gener. Comput. Syst., 2008

Crawling, Indexing, and Similarity Searching Images on the Web.
Proceedings of the Sixteenth Italian Symposium on Advanced Database Systems, 2008

Combining metric features in large collections.
Proceedings of the 24th International Conference on Data Engineering Workshops, 2008

Content Based Image Retrieval on the Web.
Proceedings of the Poster and Demonstration Paper Track of the 1st Future Internet Symposium (FIS'08) FIS'08 ; Vienna, 2008

Web-scale system for image similarity search: When the dreams are coming true.
Proceedings of the International Workshop on Content-Based Multimedia Indexing, 2008

2007
MESSIF: Metric Similarity Search Implementation Framework.
Proceedings of the Digital Libraries: Research and Development, 2007

2006
Similarity Search - The Metric Space Approach
Advances in Database Systems 32, Kluwer, ISBN: 978-0-387-29146-8, 2006

On scalability of the similarity search in the world of peers.
Proceedings of the 1st International Conference on Scalable Information Systems, 2006

2004
A P2P-based System for searching in Metric Spaces.
Proceedings of the Twelfth Italian Symposium on Advanced Database Systems, 2004

Distributed and Scalable Similarity Searching in Metric Spaces.
Proceedings of the Current Trends in Database Technology - EDBT 2004 Workshops, 2004

Similarity Grid for Searching in Metric Spaces.
Proceedings of the Peer-to-Peer, 2004

Scalable Similarity Search in Metric Spaces.
Proceedings of the Digital Library Architectures: Peer-to-Peer, 2004

A Scalable Nearest Neighbor Search in P2P Systems.
Proceedings of the Databases, Information Systems, and Peer-to-Peer Computing, 2004


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