Similarity Search and Applications

Table of Contents

1. Altmetric Badge
   Book Overview
2. Altmetric Badge
   Chapter 1 Accelerating Metric Filtering by Improving Bounds on Estimated Distances
3. Altmetric Badge
   Chapter 2 Differentially Private Sketches for Jaccard Similarity Estimation
4. Altmetric Badge
   Chapter 3 Pivot Selection for Narrow Sketches by Optimization Algorithms
5. Altmetric Badge
   Chapter 4 mmLSH: A Practical and Efficient Technique for Processing Approximate Nearest Neighbor Queries on Multimedia Data
6. Altmetric Badge
   Chapter 5 Parallelizing Filter-Verification Based Exact Set Similarity Joins on Multicores
7. Altmetric Badge
   Chapter 6 Similarity Search with Tensor Core Units
8. Altmetric Badge
   Chapter 7 On the Problem of $$p_1^{-1}$$ in Locality-Sensitive Hashing
9. Altmetric Badge
   Chapter 8 Confirmation Sampling for Exact Nearest Neighbor Search
10. Altmetric Badge
    Chapter 9 Optimal Metric Search Is Equivalent to the Minimum Dominating Set Problem
11. Altmetric Badge
    Chapter 10 Metrics and Ambits and Sprawls, Oh My
12. Altmetric Badge
    Chapter 11 Some Branches May Bear Rotten Fruits: Diversity Browsing VP-Trees
13. Altmetric Badge
    Chapter 12 Continuous Similarity Search for Evolving Database
14. Altmetric Badge
    Chapter 13 Taking Advantage of Highly-Correlated Attributes in Similarity Queries with Missing Values
15. Altmetric Badge
    Chapter 14 Similarity Between Points in Metric Measure Spaces
16. Altmetric Badge
    Chapter 15 GTT: Guiding the Tensor Train Decomposition
17. Altmetric Badge
    Chapter 16 Noise Adaptive Tensor Train Decomposition for Low-Rank Embedding of Noisy Data
18. Altmetric Badge
    Chapter 17 ABID: Angle Based Intrinsic Dimensionality
19. Altmetric Badge
    Chapter 18 Sampled Angles in High-Dimensional Spaces
20. Altmetric Badge
    Chapter 19 Local Intrinsic Dimensionality III: Density and Similarity
21. Altmetric Badge
    Chapter 20 Analysing Indexability of Intrinsically High-Dimensional Data Using TriGen
22. Altmetric Badge
    Chapter 21 Reverse k -Nearest Neighbors Centrality Measures and Local Intrinsic Dimension
23. Altmetric Badge
    Chapter 22 BETULA: Numerically Stable CF-Trees for BIRCH Clustering
24. Altmetric Badge
    Chapter 23 Using a Set of Triangle Inequalities to Accelerate K-means Clustering
25. Altmetric Badge
    Chapter 24 Angle-Based Clustering
26. Altmetric Badge
    Chapter 25 Improving Locality Sensitive Hashing by Efficiently Finding Projected Nearest Neighbors
27. Altmetric Badge
    Chapter 26 SIR: Similar Image Retrieval for Product Search in E-Commerce
28. Altmetric Badge
    Chapter 27 Cross-Resolution Deep Features Based Image Search
29. Altmetric Badge
    Chapter 28 Learning Distance Estimators from Pivoted Embeddings of Metric Objects
30. Altmetric Badge
    Chapter 29 Visualizer of Dataset Similarity Using Knowledge Graph
31. Altmetric Badge
    Chapter 30 Vitrivr-Explore: Guided Multimedia Collection Exploration for Ad-hoc Video Search
32. Altmetric Badge
    Chapter 31 Running Experiments with Confidence and Sanity
33. Altmetric Badge
    Chapter 32 Temporal Similarity of Trajectories in Graphs
34. Altmetric Badge
    Chapter 33 Relational Visual-Textual Information Retrieval