Similarity Search and Applications [E-Book] : 16th International Conference, SISAP 2023, A Coruña, Spain, October 9-11, 2023, Proceedings / edited by Oscar Pedreira, Vladimir Estivill-Castro.
This book constitutes the refereed proceedings of the 16th International Conference on Similarity Search and Applications, SISAP 2023, held in A Coruña, Spain, during October 9-11, 2023. The 16 full papers and 4 short papers included in this book were carefully reviewed and selected from 33 submissi...
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Full text |
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Personal Name(s): | Estivill-Castro, Vladimir, editor |
Pedreira, Oscar, editor | |
Edition: |
1st edition 2023. |
Imprint: |
Cham :
Springer,
2023
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Physical Description: |
XXI, 310 pages 103 illustrations, 92 illustrations in color (online resource) |
Note: |
englisch |
ISBN: |
9783031469947 |
DOI: |
10.1007/978-3-031-46994-7 |
Series Title: |
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Lecture Notes in Computer Science ;
14289 |
Subject (LOC): |
- Keynotes
- From Intrinsic Dimensionality to Chaos and Control: Towards a Unified Theoretical View
- The Rise of HNSW: Understanding Key Factors Driving the Adoption
- Towards a Universal Similarity Function: the Information Contrast Model and its Application as Evaluation Metric in Artificial Intelligence Tasks
- Research Track
- Finding HSP Neighbors via an Exact, Hierarchical Approach
- Approximate Similarity Search for Time Series Data Enhanced by Section Min-Hash
- Mutual nearest neighbor graph for data analysis: Application to metric space clustering
- An Alternating Optimization Scheme for Binary Sketches for Cosine Similarity Search
- Unbiased Similarity Estimators using Samples
- Retrieve-and-Rank End-to-End Summarization of Biomedical Studies
- Fine-grained Categorization of Mobile Applications through Semantic Similarity Techniques for Apps Classification
- Runs of Side-Sharing Tandems in Rectangular Arrays
- Turbo Scan: Fast Sequential Nearest Neighbor Search in High Dimensions
- Class Representatives Selection in Non-Metric Spaces for Nearest Prototype Classification
- The Dataset-similarity-based Approach to Select Datasets for Evaluation in Similarity Retrieval
- Suitability of Nearest Neighbour Indexes for Multimedia Relevance Feedback
- Accelerating k-Means Clustering with Cover Trees
- Is Quantized ANN Search Cursed? Case Study of Quantifying Search and Index Quality
- Minwise-Independent Permutations with Insertion and Deletion of Features
- SDOclust: Clustering with Sparse Data Observers
- Solving k-Closest Pairs in High-Dimensional Data using Locality- Sensitive Hashing
- Vec2Doc: Transforming Dense Vectors into Sparse Representations for Efficient Information Retrieval
- Similarity Search with Multiple-Object Queries
- Diversity Similarity Join for Big Data
- Indexing Challenge
- Overview of the SISAP 2023 Indexing Challenge
- Enhancing Approximate Nearest Neighbor Search: Binary-Indexed LSH-Tries, Trie Rebuilding, And Batch Extraction
- General and Practical Tuning Method for Off-the-Shelf Graph-Based Index: SISAP Indexing Challenge Report by Team UTokyo
- SISAP 2023 Indexing Challenge - Learned Metric Index
- Computational Enhancements of HNSW Targeted to Very Large Datasets
- CRANBERRY: Memory-Effective Search in 100M High-Dimensional CLIP Vectors.