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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- About this book
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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)
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Accelerating Metric Filtering by Improving Bounds on Estimated Distances
Pages 3-17
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Differentially Private Sketches for Jaccard Similarity Estimation
Pages 18-32
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Pivot Selection for Narrow Sketches by Optimization Algorithms
Pages 33-46
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mmLSH: A Practical and Efficient Technique for Processing Approximate Nearest Neighbor Queries on Multimedia Data
Pages 47-61
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Parallelizing Filter-Verification Based Exact Set Similarity Joins on Multicores
Pages 62-75
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Table of contents (33 chapters)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- Similarity Search and Applications
- Book Subtitle
- 13th International Conference, SISAP 2020, Copenhagen, Denmark, September 30 – October 2, 2020, Proceedings
- Editors
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- 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
