Similarity Search and Applications

Laurent Amsaleg (1) , Michael E. Houle (2) , Erich Schubert (3)

1 LinkMedia - Creating and exploiting explicit links between multimedia fragments
2 NII - National Institute of Informatics
3 LMU - Ludwig Maximilian University [Munich] = Ludwig Maximilians Universität München

This book constitutes the proceedings of the 9th International Conference on Similarity Search and Applications, SISAP 2016, held in Tokyo, Japan, in October 2016. The 18 full papers and 7 short papers presented in this volume were carefully reviewed and selected from 47 submissions. The program of the conference was grouped in 8 categories as follows: graphs and networks; metric and permutation-based indexing; multimedia; text and document similarity; comparisons and benchmarks; hashing techniques; time-evolving data; and scalable similarity search.

Mots clés: comparisons and benchmarks; hashing techniques; time-evolving data; scalable similarity search; data-dependent hashing for similarity search; defying the gravity of learning curves: are more samples better for nearest neighbor anomaly detectors; partial similarity match with multi-instance multi-label learning; text and document similarity; multimedia; metric and permutation-based indexing; graphs and networks

Domaines: Multimédia [cs.MM]; Algorithme et structure de données [cs.DS]

Laurent Amsaleg, Michael E. Houle, Erich Schubert. Similarity Search and Applications : 9th International Conference, SISAP 2016, Tokyo, Japan, October 24-26, 2016, Proceedings . Laurent Amsaleg; Michael E. Houle; Erich Schubert. SISAP -- Similarity Search and Applications, Oct 2016, Tokyo, Japan. 9939, Springer International Publishing, pp.XVII, 339, 2016, 978-3-319-46759-7. ⟨10.1007/978-3-319-46759-7⟩. ⟨hal-01391426⟩