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Information Systems and Applications, incl. Internet/Web, and HCI

Similarity Search and Applications

13th International Conference, SISAP 2020, Copenhagen, Denmark, September 30 – October 2, 2020, Proceedings

Editors: Satoh, S., Vadicamo, L., Zimek, A., Carrara, F., Bartolini, I., Aumüller, M., Jónsson, B.Þ., Pagh, R. (Eds.)

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  • ISBN 978-3-030-60936-8
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About this book

This book constitutes the refereed proceedings of the 13th International Conference on Similarity Search and Applications, SISAP 2020, held in Copenhagen, Denmark, in September/October 2020. The conference was held virtually due to the COVID-19 pandemic.

The 19 full papers presented together with 12 short and 2 doctoral symposium papers were carefully reviewed and selected from 50 submissions. The papers are organized in topical sections named: scalable similarity search; similarity measures, search, and indexing; high-dimensional data and intrinsic dimensionality; clustering; artificial intelligence and similarity; demo and position papers; and doctoral symposium.

Table of contents (33 chapters)

Table of contents (33 chapters)
  • Accelerating Metric Filtering by Improving Bounds on Estimated Distances

    Pages 3-17

    Mic, Vladimir (et al.)

  • Differentially Private Sketches for Jaccard Similarity Estimation

    Pages 18-32

    Aumüller, Martin (et al.)

  • Pivot Selection for Narrow Sketches by Optimization Algorithms

    Pages 33-46

    Higuchi, Naoya (et al.)

  • mmLSH: A Practical and Efficient Technique for Processing Approximate Nearest Neighbor Queries on Multimedia Data

    Pages 47-61

    Jafari, Omid (et al.)

  • Parallelizing Filter-Verification Based Exact Set Similarity Joins on Multicores

    Pages 62-75

    Fier, Fabian (et al.)

Buy this book

eBook $59.99
price for USA in USD
  • ISBN 978-3-030-60936-8
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $79.99
price for USA in USD
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Bibliographic Information

Bibliographic Information
Book Title
Similarity Search and Applications
Book Subtitle
13th International Conference, SISAP 2020, Copenhagen, Denmark, September 30 – October 2, 2020, Proceedings
Editors
  • Shin'ichi Satoh
  • Lucia Vadicamo
  • Arthur Zimek
  • Fabio Carrara
  • Ilaria Bartolini
  • Martin Aumüller
  • Björn Þór Jónsson
  • Rasmus Pagh
Series Title
Information Systems and Applications, incl. Internet/Web, and HCI
Series Volume
12440
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-60936-8
DOI
10.1007/978-3-030-60936-8
Softcover ISBN
978-3-030-60935-1
Edition Number
1
Number of Pages
XIX, 414
Number of Illustrations
106 b/w illustrations, 104 illustrations in colour
Topics