RNDr. David Novák, Ph.D.


office: B418
Botanická 554/68a
602 00 Brno

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phone: +420 549 49 5062
e‑mail:
CV

Curriculum Vitae

Employment
  • In 2017, I have co-founded company Ximilar which partially builds on the research we did at FI MU.
Activities Outside University
  • In 2017, I have co-founded company Ximilar which partially builds on the research we did at FI MU.
Major Publications
  • NOVÁK, David a Pavel ZEZULA. PPP-Codes for Large-Scale Similarity Searching. In Abdelkader Hameurlain, Josef Küng, Roland Wagner, Hendrik Decker, Lenka Lhotska, Sebastian Link. Transactions on Large-Scale Data- and Knowledge-Centered Systems XXIV. Berlin Heidelberg: Springer, 2016. s. 61-87, 27 s. ISBN 978-3-662-49213-0. doi:10.1007/978-3-662-49214-7_2. publisher link info
  • BOYTSOV, Leonid, David NOVÁK, Yury MALKOV a Eric NYBERG. Off the Beaten Path: Let's Replace Term-Based Retrieval with k-NN Search. In CIKM'16: PROCEEDINGS OF THE 2016 ACM CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT. NEW YORK: ASSOC COMPUTING MACHINERY, 2016. s. 1099-1108, 10 s. ISBN 978-1-4503-4073-1. doi:10.1145/2983323.2983815. info
  • HOLUBOVÁ, Irena, Jiří KOSEK, Karel MINAŘÍK a David NOVÁK. Big Data a NoSQL databáze. Praha: Grada Publishing, a.s., 2015. 288 s. Profesionál. ISBN 978-80-247-5466-6. stránka nakladatele info
  • NOVÁK, David. Multi-modal Similarity Retrieval with Distributed Key-value Store. MOBILE NETWORKS & APPLICATIONS, DORDRECHT: SPRINGER, 2015, roč. 20, č. 4, s. 521-532. ISSN 1383-469X. doi:10.1007/s11036-014-0561-4. info
  • NOVÁK, David, Jan ČECH a Pavel ZEZULA. Efficient Image Search with Neural Net Features. In Similarity Search and Applications: 8th International Conference, SISAP 2015, Glasgow, UK, October 12-14, 2015, Proceedings. New York: Springer International Publishing, 2015. s. 237-243, 7 s. ISBN 978-3-319-25086-1. doi:10.1007/978-3-319-25087-8_22. DOI link info
  • NOVÁK, David, Michal BATKO a Pavel ZEZULA. 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. s. 1039-1040, 2 s. ISBN 978-1-4503-3621-5. doi:10.1145/2766462.2767868. ACM Portal info
  • NOVÁK, David a Pavel ZEZULA. Performance Study of Independent Anchor Spaces for Similarity Searching. The Computer Journal, Oxford, UK: Oxford University Press, 2014, roč. 57, č. 11, s. 1741-1755. ISSN 0010-4620. doi:10.1093/comjnl/bxt114. publisher site info
  • NOVÁK, David a Pavel ZEZULA. Rank Aggregation of Candidate Sets for Efficient Similarity Search. In 25th International Conference on Database and Expert Systems Applications (DEXA 2014 ). Haidelberg: Springer International Publishing Switzerland, 2014. s. 42-58, 17 s. ISBN 978-3-319-10084-5. doi:10.1007/978-3-319-10085-2_4. info
  • KOZÁK, Štěpán, David NOVÁK a Pavel ZEZULA. Privacy-preserving Outsourced Similarity Search. Journal of Database Management, IGI Global, 2014, roč. 25, č. 3, s. 48-71. ISSN 1063-8016. doi:10.4018/jdm.2014070103. info
  • NOVÁK, David. PPP-Codes: Similarity Search Index. 2013. PPP-Codes homepage info
  • NOVÁK, David, Petr VOLNÝ a Pavel ZEZULA. Generic Subsequence Matching Framework: Modularity, Flexibility, Efficiency. In Liddle, Stephen and Schewe, Klaus-Dieter and Tjoa, A and Zhou, Xiaofang. Database and Expert Systems Applications. Berlin / Heidelberg: Springer, 2012. s. 256-265, 10 s. ISBN 978-3-642-32596-0. doi:10.1007/978-3-642-32597-7_23. publisher site info
  • NOVÁK, David, Petr VOLNÝ a Pavel ZEZULA. Generic Subsequence Matching Framework: Modularity, Flexibility, Efficiency. : Cornell University Library, 2012. eprint arXiv:1206.2510. publisher site info
  • LOKOČ, Jakub, David NOVÁK, Michal BATKO a Tomáš SKOPAL. Visual Image Search: Feature Signatures or/and Global Descriptors. In Navarro, Gonzalo and Pestov, Vladimir. Similarity Search and Applications. Berlin / Heidelberg: Springer, 2012. s. 177-191, 15 s. ISBN 978-3-642-32152-8. doi:10.1007/978-3-642-32153-5_13. publisher site info
  • KOZÁK, Štěpán, David NOVÁK a Pavel ZEZULA. Secure Metric-Based Index for Similarity Cloud. In Jonker, Willem and Petkovic, Milan. Secure Data Management : Proceedings of 9th VLDB Workshop, SDM 2012, Istanbul, Turkey, August 27, 2012. 7482. vyd. Berlin / Heidelberg: Springer, 2012. s. 130-147, 18 s. ISBN 978-3-642-32872-5. doi:10.1007/978-3-642-32873-2_9. DOI info
  • NOVÁK, David. Distributed M-Index. 2012. Homepage info
  • NOVÁK, David, Michal BATKO a Pavel ZEZULA. Metric index: an efficient and scalable solution for precise and approximate similarity search. Information Systems, Elsevier, 2011, roč. 36, č. 4, s. 721-733. ISSN 0306-4379. doi:10.1016/j.is.2010.10.002. info
  • VOLNÝ, Petr a David NOVÁK. Subsequence Matching Framework. 2011. SMF homepage info
  • JURKAS, Pavel, Milan ŠTEFINA, David NOVÁK a Michal BATKO. Audio Similarity Retrieval Engine. In Third International Conference on Similarity Search and Applications. New York: ACM Press, 2010. s. 121-122, 2 s. ISBN 978-1-4503-0420-7. info
  • NOVÁK, David, Michal BATKO a Pavel ZEZULA. Generic Similarity Search Engine Demonstrated by an Image Retrieval Application. In Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval. New York, NY, USA: ACM, 2009. s. 840-841. ISBN 978-1-60558-483-6. ACM Portal info
  • NOVÁK, David a Michal BATKO. Metric Index: An Efficient and Scalable Solution for Similarity Search. In Proceedings of the 2009 Second International Workshop on Similarity Search and Applications. Washington, DC, USA: IEEE Computer Society, 2009. s. 65-73, 9 s. ISBN 978-0-7695-3765-8. ACM Portal Link info
  • BATKO, Michal, Petra BUDÍKOVÁ a David NOVÁK. 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. s. 47-54, 8 s. ISBN 978-0-7695-3765-8. info
  • NOVÁK, David. M-Index: An Efficient and Scalable Similarity Index. 2009. URL info
  • BATKO, Michal, David NOVÁK, Fabrizio FALCHI a Pavel ZEZULA. Scalability Comparison of Peer-to-Peer Similarity Search Structures. Future Generation Computer Systems, Amsterdam, The Netherlands: Elsevier Science, 2008, roč. 24, č. 8, s. 834-848. ISSN 0167-739X. DOI identifier of the paper info
  • NOVÁK, David, Michal BATKO a Pavel ZEZULA. Web-scale System for Image Similarity Search: When the Dreams Are Coming True. In Proceedings of the Sixth International Workshop on Content-Based Multimedia Indexing (CBMI 2008). London: IEEE, 2008. s. 446-453, 8 s. ISBN 978-1-4244-2043-8. URL info
  • NOVÁK, David a Pavel ZEZULA. M-Chord: Distributed Data Structure for Similarity Search. 2008. URL info
  • BATKO, Michal, David NOVÁK a Pavel ZEZULA. MESSIF: Metric Similarity Search Implementation Framework. In DELOS Conference 2007 - Working Notes. Pisa, Italy: Information Society Technologies, 2007. s. 11-23, 13 s. ISBN 2-912335-30-2. PDF The MESSIF project homepage info
  • NOVÁK, David a Pavel ZEZULA. LOBS: Load Balancing for Similarity Peer-to-Peer Structures. Brno, Czech Republic: Faculty of Informatics, Masaryk University, 2007. Technical report FIMU-RS-2007-04. PDF file info
  • NOVÁK, David a Pavel ZEZULA. LOBS: Load Balancing for Similarity Peer-to-Peer Structures. In Databases Information Systems and Peer-to-Peer Computing 2007. Berlin: Springer-Verlag Berlin Heidelberg New York, 2007. s. 1-8. Extended pre-proceedings version of the paper info
  • NOVÁK, David. Image Similarity Search: Theory and Practice. In MEMICS 2007: Third Doctoral Workshop on Mathematical and Engineering Methods in Computer Science. Brno, Czech Republic: Masaryk University and Technical University of Brno, 2007. s. 154-160, 7 s. ISBN 978-80-7355-077-6. MEMICS info
  • NOVÁK, David, Michal BATKO, Vlastislav DOHNAL a Pavel ZEZULA. Scaling up the Image Content-based Retrieval. In Second DELOS Conference - Working Notes. Pisa, Italy: DELOS Network of Excellence, 2007. s. 1-10, 10 s. ISBN 2-912335-36-1. DELOS Network of Excellence info
  • BATKO, Michal, David NOVÁK a Pavel ZEZULA. MESSIF: Metric Similarity Search Implementation Framework. In Digital Libraries: Research and Development. Berlin, Heidelberg: Springer-Verlag, 2007. s. 1-10, 10 s. ISBN 978-3-540-77087-9. Publisher Site info
  • NOVÁK, David a Pavel ZEZULA. M-Chord: A Scalable Distributed Similarity Search Structure. In InfoScale '06: Proceedings of the 1st international conference on Scalable information systems. New York, NY, USA: ACM Press, 2006. s. 1-10, 10 s. ISBN 1-59593-428-6. URL info
  • BATKO, Michal, David NOVÁK, Fabrizio FALCHI a Pavel ZEZULA. On Scalability of the Similarity Search in the World of Peers. In InfoScale '06: Proceedings of the 1st international conference on Scalable information systems. New York, NY, USA: ACM Press, 2006. s. 1-12, 12 s. ISBN 1-59593-428-6. URL info
  • ZEZULA, Pavel, Vlastislav DOHNAL a David NOVÁK. Towards Scalability of Similarity Searching. Edited by Roberto Baldoni, Giovanni Cortese, Fabrizio Davide, Angelo Melpignano. In Global Data Management. Amsterdam, The Netherlands: IOS Press, 2006. s. 277-300, 24 s. Volume 8 of Emerging Communication: Studies on... ISBN 1-58603-629-7. URL info
  • NOVÁK, David. Load Balancing in Peer-to-Peer Data Networks. In MEMICS 2006, 2nd Doctoral Workshop on Mathematical and Engineering Methods in Computer Science. Brno: Faculty of Information Technology, Brno University of Technology, 2006. s. 151-157, 7 s. ISBN 80-214-3287-X. MEMICS '06 site URL info
  • NOVÁK, David. M-Chord: Distributed Data Structure for Similarity Search. 2006. info
  • BATKO, Michal, David NOVÁK a Vlastislav DOHNAL. Metric Similarity Search Implementation Framework (MESSIF). 2006. info
  • NOVÁK, David a Pavel ZEZULA. Indexing the Distance Using Chord: A Distributed Similarity Search Structure. In 8th International Workshop of the DELOS Network of Excellence on Digital Libraries. Schloss Dagstuhl, Germany: Neuveden, 2005. s. 94-108, 15 s. URL info

2018/09/25