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Similarity Search and Applications

11th International Conference, SISAP 2018, Lima, Peru, October 7–9, 2018, Proceedings

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Stéphane Marchand-Maillet

    1. University of Geneva, Carouge, Switzerland

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  2. Yasin N. Silva

    1. Arizona State University, Tempe, USA

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    You can also search for this editor in PubMed   Google Scholar

  3. Edgar Chávez

    1. Center for Scientific Research and Higher Education, Ensenada, Mexico

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11223)

Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)

Included in the following conference series:

Conference proceedings info: SISAP 2018.

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About this book

This book constitutes the refereed proceedings of the 11th International Conference on Similarity Search and Applications, SISAP 2018, held in Lima, Peru, in October 2018.

The 16 full papers presented together with 3 short papers and 1 demonstration paper were carefully reviewed and selected from 31 submissions. The papers deal with issues surrounding the theory, design, analysis, practice, and application of content-based and feature-based similarity search. They are organized in the following topical sections: metric search; visual search; nearest neighbor queries; clustering and outlier detection; graphs and applications; and shared session SISAP and SPIRE.

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Table of contents (20 papers)

  1. Front Matter

    Pages I-X
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  2. Metric Search

    1. Front Matter

      Pages 1-1
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    2. Re-ranking Permutation-Based Candidate Sets with the n-Simplex Projection

      • Giuseppe Amato, Edgar Chávez, Richard Connor, Fabrizio Falchi, Claudio Gennaro, Lucia Vadicamo
      Pages 3-17

    3. Performance Analysis of Graph-Based Methods for Exact and Approximate Similarity Search in Metric Spaces

      • Larissa Capobianco Shimomura, Marcos R. Vieira, Daniel S. Kaster
      Pages 18-32

    4. Querying Metric Spaces with Bit Operations

      • Richard Connor, Alan Dearle
      Pages 33-46

    5. Relative Minimum Distance Between Projected Bags for Improved Multiple Instance Classification

      • José Francisco Ruiz-Muñoz, Germán Castellanos-Dominguez, Mauricio Orozco-Alzate
      Pages 47-56

  3. Visual Search

    1. Front Matter

      Pages 57-57
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    2. Scalability of the NV-tree: Three Experiments

      • Laurent Amsaleg, Björn Þór Jónsson, Herwig Lejsek
      Pages 59-72

    3. Transactional Support for Visual Instance Search

      • Herwig Lejsek, Friðrik Heiðar Ásmundsson, Björn Þór Jónsson, Laurent Amsaleg
      Pages 73-86

    4. Interactive Product Search Based on Global and Local Visual-Semantic Features

      • Tomáš Skopal, Ladislav Peška, Tomáš Grošup
      Pages 87-95

    5. What Is the Role of Similarity for Known-Item Search at Video Browser Showdown?

      • Jakub Lokoč, Werner Bailer, Klaus Schöffmann
      Pages 96-104

  4. Nearest Neighbor Queries

    1. Front Matter

      Pages 105-105
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    2. Metric Indexing Assisted by Short-Term Memories

      • Humberto Razente, Régis Michel Santos Sousa, Maria Camila Nardini Barioni
      Pages 107-121

    3. New Permutation Dissimilarity Measures for Proximity Searching

      • Karina Figueroa, Rodrigo Paredes, Nora Reyes
      Pages 122-133

    4. LID-Fingerprint: A Local Intrinsic Dimensionality-Based Fingerprinting Method

      • Michael E. Houle, Vincent Oria, Kurt R. Rohloff, Arwa M. Wali
      Pages 134-147

  5. Clustering and Outlier Detection

    1. Front Matter

      Pages 149-149
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    2. Applying Compression to Hierarchical Clustering

      • Gilad Baruch, Shmuel Tomi Klein, Dana Shapira
      Pages 151-162

    3. D-MASC: A Novel Search Strategy for Detecting Regions of Interest in Linear Parameter Space

      • Daniyal Kazempour, Kevin Bein, Peer Kröger, Thomas Seidl
      Pages 163-176

    4. On the Correlation Between Local Intrinsic Dimensionality and Outlierness

      • Michael E. Houle, Erich Schubert, Arthur Zimek
      Pages 177-191

  6. Graphs and Applications

    1. Front Matter

      Pages 193-193
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Other volumes

  1. Similarity Search and Applications

Editors and Affiliations

  • University of Geneva, Carouge, Switzerland

    Stéphane Marchand-Maillet

  • Arizona State University, Tempe, USA

    Yasin N. Silva

  • Center for Scientific Research and Higher Education, Ensenada, Mexico

    Edgar Chávez

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