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Similarity search and applications : 6th International Conference, SISAP 2013, A Coruña, Spain, October 2-4, 2013, Proceedings / Nieves Brisaboa, Oscar Pedreira, Pavel Zezula (eds.).

By: Contributor(s): Material type: TextTextSeries: Lecture notes in computer science ; 8199. | LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI.Publisher: Heidelberg : Springer, [2013]Copyright date: ©2013Description: 1 online resource (xii, 332 pages) : illustrationsContent type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9783642410628
  • 3642410626
  • 3642410618
  • 9783642410611
Other title:
  • SISAP 2013
Subject(s): Genre/Form: Additional physical formats: Printed edition:: No titleDDC classification:
  • 025.04 23
LOC classification:
  • Z667 .I58 2013
NLM classification:
  • Z 667
Online resources:
Contents:
Invited Papers. Similarity in Web Search / Ricardo Baeza-Yates -- Image Retrieval for Online Browsing in Large Image Collections / Andrej Mikulik, Ondřej Chum, Jiří Matas -- New Scenarios and Approaches. Rank Cover Trees for Nearest Neighbor Search / Michael E. Houle, Michael Nett -- A New Concept of Sets to Handle Similarity in Databases: The SimSets / Ives R.V. Pola ... et al. -- Similarity Search on Uncertain Spatio-temporal Data / Johannes Niedermayer ... et al. -- List of Clustered Permutations for Proximity Searching / Karina Figueroa, Rodrigo Paredes -- Machine Learning for Image Classification and Clustering Using a Universal Distance Measure / Uzi Chester, Joel Ratsaby -- Faster Algorithms for Tree Similarity Based on Compressed Enumeration of Bounded-Sized Ordered Subtrees / Kunihiro Wasa ... et al.
Improving Similarity Search Methods and Techniques. Principal Directions-Based Pivot Placement / Fabrizio Angiulli, Fabio Fassetti -- Pivot Selection Strategies for Permutation-Based Similarity Search / Giuseppe Amato, Andrea Esuli, Fabrizio Falchi -- Quantized Ranking for Permutation-Based Indexing / Hisham Mohamed, Stéphane Marchand-Maillet -- Extreme Pivots for Faster Metric Indexes / Guillermo Ruiz ... et al. -- Quicker Similarity Joins in Metric Spaces / Kimmo Fredriksson, Billy Braithwaite -- Metrics and Evaluation. Evaluation of Different Metrics for Shape Based Image Retrieval Using a New Contour Points Descriptor / María Teresa García-Ordás ... et al. -- Evaluation of LBP Variants Using Several Metrics and kNN Classifiers / Oscar García-Olalla ... et al. -- Evaluation of Jensen-Shannon Distance over Sparse Data / Richard Connor ... et al. -- A Multi-way Divergence Metric for Vector Spaces / Robert Moss, Richard Connor -- Optimal Distance Bounds for the Mahalanobis Distance / Tobias Emrich ... et al.
Applications and Specific Domains. Text Categorization via Similarity Search / Hubert Haoyang Duan, Vladimir G. Pestov, Varun Singla -- Efficient Approximate Indexing in High-Dimensional Feature Spaces / Simone Santini -- Semi-supervised Tag Extraction in a Web Recommender System / Vasily A. Leksin, Sergey I. Nikolenko -- A Similarity Model for 3D Objects Based on Stable Sub-clouds / Markus Mauder, Peer Kröger, Karl-Ludwig Schinner -- Accurate and Efficient Search Prediction Using Fuzzy Matching and Outcome Feedback / Christopher Shaun Wagner, Sahra Sedigh, Ali R. Hurson -- Beyond Bag of Words for Concept Detection and Search of Cultural Heritage Archives / Costantino Grana ... et al. -- Large Scale Image Retrieval Using Vector of Locally Aggregated Descriptors / Giuseppe Amato ... et al. -- Longest Common Subsequence in k Length Substrings / Gary Benson, Avivit Levy, B. Riva Shalom.
Implementation and Engineering Solutions. Database Similarity Join for Metric Spaces / Yasin N. Silva, Spencer S. Pearson, Jason A. Cheney -- Engineering Efficient and Effective Non-metric Space Library / Leonid Boytsov, Bilegsaikhan Naidan -- Designing Similarity Indexes with Parallel Genetic Programming / Tomáš Bartoš, Tomáš Skopal -- (Very) Fast (All) k-Nearest Neighbors in Metric and Non Metric Spaces without Indexing / Natalia Miranda ... et al. -- On Scalable Approximate Search with the Signature Quadratic Form Distance / Jakub Lokoč, Tomáš Grošup, Tomáš Skopal -- Demo Papers. PFMFind: A System for Discovery of Peptide Homology and Function / Aleksandar Stojmirović ... et al. -- Retrieving Similar Movements in Motion Capture Data / Jan Sedmidubsky, Jakub Valcik.
Summary: This book constitutes the refereed proceedings of the 6th International Conference on Similarity Search and Applications, SISAP 2013, held in A Coruna, Spain, in October 2013. The 19 full papers, 6 short papers and 2 demo papers, presented were carefully reviewed and selected from 44 submissions. The papers are organized in topical sections on new scenarios and approaches; improving similarity search methods and techniques; metrics and evaluation; applications and specific domains; and implementation and engineering solutions.
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Item type Current library Collection Call number Status Date due Barcode Item holds
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Invited Papers. Similarity in Web Search / Ricardo Baeza-Yates -- Image Retrieval for Online Browsing in Large Image Collections / Andrej Mikulik, Ondřej Chum, Jiří Matas -- New Scenarios and Approaches. Rank Cover Trees for Nearest Neighbor Search / Michael E. Houle, Michael Nett -- A New Concept of Sets to Handle Similarity in Databases: The SimSets / Ives R.V. Pola ... et al. -- Similarity Search on Uncertain Spatio-temporal Data / Johannes Niedermayer ... et al. -- List of Clustered Permutations for Proximity Searching / Karina Figueroa, Rodrigo Paredes -- Machine Learning for Image Classification and Clustering Using a Universal Distance Measure / Uzi Chester, Joel Ratsaby -- Faster Algorithms for Tree Similarity Based on Compressed Enumeration of Bounded-Sized Ordered Subtrees / Kunihiro Wasa ... et al.

Improving Similarity Search Methods and Techniques. Principal Directions-Based Pivot Placement / Fabrizio Angiulli, Fabio Fassetti -- Pivot Selection Strategies for Permutation-Based Similarity Search / Giuseppe Amato, Andrea Esuli, Fabrizio Falchi -- Quantized Ranking for Permutation-Based Indexing / Hisham Mohamed, Stéphane Marchand-Maillet -- Extreme Pivots for Faster Metric Indexes / Guillermo Ruiz ... et al. -- Quicker Similarity Joins in Metric Spaces / Kimmo Fredriksson, Billy Braithwaite -- Metrics and Evaluation. Evaluation of Different Metrics for Shape Based Image Retrieval Using a New Contour Points Descriptor / María Teresa García-Ordás ... et al. -- Evaluation of LBP Variants Using Several Metrics and kNN Classifiers / Oscar García-Olalla ... et al. -- Evaluation of Jensen-Shannon Distance over Sparse Data / Richard Connor ... et al. -- A Multi-way Divergence Metric for Vector Spaces / Robert Moss, Richard Connor -- Optimal Distance Bounds for the Mahalanobis Distance / Tobias Emrich ... et al.

Applications and Specific Domains. Text Categorization via Similarity Search / Hubert Haoyang Duan, Vladimir G. Pestov, Varun Singla -- Efficient Approximate Indexing in High-Dimensional Feature Spaces / Simone Santini -- Semi-supervised Tag Extraction in a Web Recommender System / Vasily A. Leksin, Sergey I. Nikolenko -- A Similarity Model for 3D Objects Based on Stable Sub-clouds / Markus Mauder, Peer Kröger, Karl-Ludwig Schinner -- Accurate and Efficient Search Prediction Using Fuzzy Matching and Outcome Feedback / Christopher Shaun Wagner, Sahra Sedigh, Ali R. Hurson -- Beyond Bag of Words for Concept Detection and Search of Cultural Heritage Archives / Costantino Grana ... et al. -- Large Scale Image Retrieval Using Vector of Locally Aggregated Descriptors / Giuseppe Amato ... et al. -- Longest Common Subsequence in k Length Substrings / Gary Benson, Avivit Levy, B. Riva Shalom.

Implementation and Engineering Solutions. Database Similarity Join for Metric Spaces / Yasin N. Silva, Spencer S. Pearson, Jason A. Cheney -- Engineering Efficient and Effective Non-metric Space Library / Leonid Boytsov, Bilegsaikhan Naidan -- Designing Similarity Indexes with Parallel Genetic Programming / Tomáš Bartoš, Tomáš Skopal -- (Very) Fast (All) k-Nearest Neighbors in Metric and Non Metric Spaces without Indexing / Natalia Miranda ... et al. -- On Scalable Approximate Search with the Signature Quadratic Form Distance / Jakub Lokoč, Tomáš Grošup, Tomáš Skopal -- Demo Papers. PFMFind: A System for Discovery of Peptide Homology and Function / Aleksandar Stojmirović ... et al. -- Retrieving Similar Movements in Motion Capture Data / Jan Sedmidubsky, Jakub Valcik.

International conference proceedings.

Includes bibliographical references and author index.

This book constitutes the refereed proceedings of the 6th International Conference on Similarity Search and Applications, SISAP 2013, held in A Coruna, Spain, in October 2013. The 19 full papers, 6 short papers and 2 demo papers, presented were carefully reviewed and selected from 44 submissions. The papers are organized in topical sections on new scenarios and approaches; improving similarity search methods and techniques; metrics and evaluation; applications and specific domains; and implementation and engineering solutions.

Online resource; title from PDF title page (SpringerLink, viewed September 3, 2013).

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