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Similarity Search and Applications

7th International Conference, SISAP 2014, Los Cabos, Mexico, October 29-31, 2104, Proceedings

  • Conference proceedings
  • © 2014

Overview

Editors:
  1. Agma Juci Machado Traina

    1. Department of Computer Science, University of São Paulo, São Carlos, Brazil

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  2. Caetano Traina

    1. University of Sao Paulo at Sao Carlos - USP, Sao Carlos, Brazil

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  3. Robson Leonardo Ferreira Cordeiro

    1. University of Sal Paulo at Sao Carlos - USP, Sao Carlos, Brazil

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 8821)

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 2014.

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Table of contents (27 papers)

  1. Front Matter

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  2. Improving Similarity Search Methods and Techniques

    1. Efficient Algorithms for Similarity Search in Axis-Aligned Subspaces

      • Michael E. Houle, Xiguo Ma, Vincent Oria, Jichao Sun
      Pages 1-12

    2. Partial Refinement for Similarity Search with Multiple Features

      • Marcel Zierenberg
      Pages 13-24

    3. Video Retrieval with Feature Signature Sketches

      • Adam Blažek, Jakub Lokoč, Tomáš Skopal
      Pages 25-36

    4. Some Theoretical and Experimental Observations on Permutation Spaces and Similarity Search

      • Giuseppe Amato, Fabrizio Falchi, Fausto Rabitti, Lucia Vadicamo
      Pages 37-49

    5. Metric Space Searching Based on Random Bisectors and Binary Fingerprints

      • José María Andrade, César A. Astudillo, Rodrigo Paredes
      Pages 50-57

  3. Indexing and Applications

    1. Faster Proximity Searching with the Distal SAT

      • Edgar Chávez, Verónica Ludueña, Nora Reyes, Patricia Roggero
      Pages 58-69

    2. A Dynamic Pivoting Algorithm Based on Spatial Approximation Indexes

      • Diego Arroyuelo
      Pages 70-81

    3. Large-Scale Distributed Locality-Sensitive Hashing for General Metric Data

      • Eliezer Silva, Thiago Teixeira, George Teodoro, Eduardo Valle
      Pages 82-93

    4. Dynamic List of Clusters in Secondary Memory

      • Gonzalo Navarro, Nora Reyes
      Pages 94-105

    5. Index-Based R-S Similarity Joins

      • Spencer S. Pearson, Yasin N. Silva
      Pages 106-112

    6. A Compressed Index for Hamming Distances

      • Francisco Santoyo, Edgar Chávez, Eric S. Téllez
      Pages 113-126

    7. Perils of Combining Parallel Distance Computations with Metric and Ptolemaic Indexing in kNN Queries

      • Martin Kruliš, Steffen Kirchhoff, Jakub Yaghob
      Pages 127-138

  4. Metrics and Evaluation

    1. Transition-Sensitive Distances

      • Kaoru Yoshida
      Pages 139-150

    2. Retrieval of Binary Features in Image Databases: A Study

      • Johannes Niedermayer, Peer Kröger
      Pages 151-163

  5. New Scenarios and Approaches

    1. The Similarity-Aware Relational Intersect Database Operator

      • Wadha J. Al Marri, Qutaibah Malluhi, Mourad Ouzzani, Mingjie Tang, Walid G. Aref
      Pages 164-175

    2. High Dimensional Search Using Polyhedral Query

      • Richard Connor, Stewart MacKenzie-Leigh, Robert Moss
      Pages 176-188

    3. Generating Synthetic Data to Allow Learning from a Single Exemplar per Class

      • Liudmila Ulanova, Yuan Hao, Eamonn Keogh
      Pages 189-194

    4. Similarity for Natural Semantic Networks

      • Francisco Torres, Sara E. Garza
      Pages 195-200

  6. Applications and Specific Domains

    1. Anomaly Detection in Streaming Time Series Based on Bounding Boxes

      • Heider Sanchez, Benjamin Bustos
      Pages 201-213
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About this book

This book constitutes the refereed proceedings of the 7th International Conference on Similarity Search and Applications, SISAP 2014, held in A Coruña, Spain, in October 2014. The 21 full papers and 6 short papers presented were carefully reviewed and selected from 45 submissions. The papers are organized in topical sections on Improving Similarity Search Methods and Techniques; Indexing and Applications; Metrics and Evaluation; New Scenarios and Approaches; Applications and Specific Domains.

Editors and Affiliations

  • Department of Computer Science, University of São Paulo, São Carlos, Brazil

    Agma Juci Machado Traina

  • University of Sao Paulo at Sao Carlos - USP, Sao Carlos, Brazil

    Caetano Traina

  • University of Sal Paulo at Sao Carlos - USP, Sao Carlos, Brazil

    Robson Leonardo Ferreira Cordeiro

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