| Description |
1 online resource (xii, 332 pages) : illustrations |
| Series |
Lecture notes in computer science, 0302-9743 ; 8199 |
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LNCS sublibrary. SL 3, Information systems and application, incl. Internet/Web and HCI |
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Lecture notes in computer science ; 8199.
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LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI.
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| 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 |
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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 |
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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 |
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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 |
| Notes |
International conference proceedings |
| Bibliography |
Includes bibliographical references and author index |
| Notes |
Online resource; title from PDF title page (SpringerLink, viewed September 3, 2013) |
| Subject |
Information retrieval -- Congresses
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Electronic information resource searching -- Congresses
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Data mining -- Congresses
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Data structures (Computer science) -- Congresses
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Metric spaces -- Congresses
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Information storage and retrieval systems.
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Data mining.
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Information Systems
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Data Mining
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Information storage and retrieval systems
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Data mining
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Data structures (Computer science)
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Electronic information resource searching
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Information retrieval
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Metric spaces
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Brisaboa, Nieves, editor
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Pedreira, Oscar, editor
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Zezula, Pavel, editor
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| ISBN |
9783642410628 |
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3642410626 |
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3642410618 |
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9783642410611 |
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