David Novak

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 13

Top Topics

Similarity Search

Top Venues

J. Database Manag.

Publications

Jakub Gotthans, Tomás Gotthans, David Novak
Improving TDOA Radar Performance in Jammed Areas through Neural Network-Based Signal Processing. Sensors 23 (6) (2023)
David Novak, Sofie Van Gassen, Yvan Saeys
GroupEnc: encoder with group loss for global structure preservation. CoRR (2023)
Vladimir Mic, David Novak, Pavel Zezula
Binary Sketches for Secondary Filtering. ACM Trans. Inf. Syst. 37 (1) (2019)
Roman Vrana, Jan Korenek, David Novak
Acceleration of Feature Extraction for Real-Time Analysis of Encrypted Network Traffic. DDECS (2019)
Vladimir Mic, David Novak, Lucia Vadicamo, Pavel Zezula
Selecting Sketches for Similarity Search. ADBIS (2018)
Vladimir Mic, David Novak, Pavel Zezula
Modifying Hamming Spaces for Efficient Search. ICDM Workshops (2018)
Vladimir Mic, David Novak, Pavel Zezula
Sketches with Unbalanced Bits for Similarity Search. SISAP (2017)
David Novak, Pavel Zezula
PPP-Codes for Large-Scale Similarity Searching. Trans. Large Scale Data Knowl. Centered Syst. 24 (2016)
Vladimir Mic, David Novak, Pavel Zezula
Designing Sketches for Similarity Filtering. ICDM Workshops (2016)
Petra Budíková, Michal Batko, David Novak, Pavel Zezula
Inherent Fusion: Towards Scalable Multi-Modal Similarity Search. J. Database Manag. 27 (4) (2016)
Vladimir Mic, David Novak, Pavel Zezula
Speeding up Similarity Search by Sketches. SISAP (2016)
Leonid Boytsov, David Novak, Yury A. Malkov, Eric Nyberg
Off the Beaten Path: Let's Replace Term-Based Retrieval with k-NN Search. CIKM (2016)
Leonid Boytsov, David Novak, Yury A. Malkov, Eric Nyberg
Off the Beaten Path: Let's Replace Term-Based Retrieval with k-NN Search. CoRR (2016)
David Novak, Michal Batko, Pavel Zezula
Large-scale Image Retrieval using Neural Net Descriptors. SIGIR (2015)
David Novak, Jan Cech, Pavel Zezula
Efficient Image Search with Neural Net Features. SISAP (2015)
David Novak, Pavel Zezula
Rank Aggregation of Candidate Sets for Efficient Similarity Search. DEXA (2) (2014)
David Novak
Multi-modal Similarity Retrieval with a Shared Distributed Data Store. Infoscale (2014)
David Novak, Pavel Zezula
Performance Study of Independent Anchor Spaces for Similarity Searching. Comput. J. 57 (11) (2014)
Stepan Kozak, David Novak, Pavel Zezula
Privacy-Preserving Outsourced Similarity Search. J. Database Manag. 25 (3) (2014)
Petr Volny, David Novak, Pavel Zezula
Employing Subsequence Matching in Audio Data Processing CoRR (2012)
David Novak, Petr Volny, Pavel Zezula
Generic Subsequence Matching Framework: Modularity, Flexibility, Efficiency CoRR (2012)
David Novak, Petr Volny, Pavel Zezula
Generic Subsequence Matching Framework: Modularity, Flexibility, Efficiency. DEXA (2) (2012)
David Novak, Michal Batko, Pavel Zezula
Large-scale similarity data management with distributed Metric Index. Inf. Process. Manag. 48 (5) (2012)
Stepan Kozak, David Novak, Pavel Zezula
Secure Metric-Based Index for Similarity Cloud. Secure Data Management (2012)
David Novak, Michal Batko, Pavel Zezula
Metric Index: An efficient and scalable solution for precise and approximate similarity search. Inf. Syst. 36 (4) (2011)
Martin Kyselak, David Novak, Pavel Zezula
Stabilizing the recall in similarity search. SISAP (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)
Pavel Jurkas, Milan Stefina, David Novak, Michal Batko
Audio similarity retrieval engine. SISAP (2010)
David Novak, Martin Kyselak, Pavel Zezula
On locality-sensitive indexing in generic metric spaces. 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)
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, David Novak, Fabrizio Falchi, Pavel Zezula
Scalability comparison of Peer-to-Peer similarity search structures. Future Gener. Comput. Syst. 24 (8) (2008)
Vlastislav Dohnal, Jan Sedmidubský, Pavel Zezula, David Novak
Similarity Searching: Towards Bulk-Loading Peer-to-Peer Networks. SISAP (2008)
Vlastislav Dohnal, Jan Sedmidubský, Pavel Zezula, David Novak
Similarity searching: Towards bulk-loading peer-to-peer networks. ICDE Workshops (2008)
Michal Batko, David Novak, Pavel Zezula
MESSIF: Metric Similarity Search Implementation Framework. DELOS (2007)
Michal Batko, David Novak, Fabrizio Falchi, Pavel Zezula
On scalability of the similarity search in the world of peers. Infoscale (2006)
David Novak, Pavel Zezula
M-Chord: a scalable distributed similarity search structure. Infoscale (2006)