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5. SISAP 2012: Toronto, ON, Canada
- Gonzalo Navarro
, Vladimir Pestov:
Similarity Search and Applications - 5th International Conference, SISAP 2012, Toronto, ON, Canada, August 9-10, 2012. Proceedings. Lecture Notes in Computer Science 7404, Springer 2012, ISBN 978-3-642-32152-8
Invited Papers
- Santosh S. Vempala:
Effective Principal Component Analysis. 1-7 - Pavel Zezula:
Future Trends in Similarity Searching. 8-24
New Scenarios and Approaches
- Juan Manuel Barrios, Benjamin Bustos
Snake Table: A Dynamic Pivot Table for Streams of k-NN Searches. 25-39 - Tomás Skopal
Algorithmic Exploration of Axiom Spaces for Efficient Similarity Search at Large Scale. 40-53 - Eric Sadit Tellez, Edgar Chávez
Polyphasic Metric Index: Reaching the Practical Limits of Proximity Searching. 54-69
Improving Metric Data Structures
- Luis González Ares, Nieves R. Brisaboa
Efficient Similarity Search in Metric Spaces with Cluster Reduction. 70-84 - Jakub Lokoc
Cut-Region: A Compact Building Block for Hierarchical Metric Indexing. 85-100 - Bilegsaikhan Naidan, Magnus Lie Hetland:
Static-to-Dynamic Transformation for Metric Indexing Structures. 101-115
Facing Scalability Issues
- Luis Britos, A. Marcela Printista, Nora Reyes:
DSACL+-tree: A Dynamic Data Structure for Similarity Search in Secondary Memory. 116-131 - Yury Malkov, Alexander Ponomarenko
Scalable Distributed Algorithm for Approximate Nearest Neighbor Search Problem in High Dimensional General Metric Spaces. 132-147 - Hisham Mohamed, Stéphane Marchand-Maillet:
Parallel Approaches to Permutation-Based Indexing Using Inverted Files. 148-161
Searching in Specific Spaces
- Leonid Boytsov:
Super-Linear Indices for Approximate Dictionary Searching. 162-176 - Jakub Lokoc
Visual Image Search: Feature Signatures or/and Global Descriptors. 177-191
New Similarity Spaces
- Tomás Bartos, Tomás Skopal
Revisiting Techniques for Lowerbounding the Dynamic Time Warping Distance. 192-208 - Richard Connor
A Multivariate Correlation Distance for Vector Spaces. 209-225 - Michael E. Houle, Hisashi Kashima, Michael Nett:
Fast Similarity Computation in Factorized Tensors. 226-239
Demo Papers
- Jakub Lokoc
SIR: The Smart Image Retrieval Engine. 240-241 - Jirí Novák
SimTandem: Similarity Search in Tandem Mass Spectra. 242-243
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