LEADER 05265nam 22006975 450 001 9910755085903321 005 20231026081307.0 010 $a3-031-46994-1 024 7 $a10.1007/978-3-031-46994-7 035 $a(MiAaPQ)EBC30828792 035 $a(CKB)28555672300041 035 $a(Au-PeEL)EBL30828792 035 $a(DE-He213)978-3-031-46994-7 035 $a(PPN)272914169 035 $a(EXLCZ)9928555672300041 100 $a20231026d2023 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aSimilarity Search and Applications $e16th International Conference, SISAP 2023, A Coruņa, Spain, October 9?11, 2023, Proceedings /$fedited by Oscar Pedreira, Vladimir Estivill-Castro 205 $a1st ed. 2023. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2023. 215 $a1 online resource (325 pages) 225 1 $aLecture Notes in Computer Science,$x1611-3349 ;$v14289 311 $a9783031469930 320 $aIncludes bibliographical references and index. 327 $aKeynotes -- 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. 330 $aThis book constitutes the refereed proceedings of the 16th International Conference on Similarity Search and Applications, SISAP 2023, held in A Coruņa, Spain, during October 9?11, 2023. The 16 full papers and 4 short papers included in this book were carefully reviewed and selected from 33 submissions. They were organized in topical sections as follows: similarity queries, similarity measures, indexing and retrieval, data management, feature extraction, intrinsic dimensionality, efficient algorithms, similarity in machine learning and data mining. 410 0$aLecture Notes in Computer Science,$x1611-3349 ;$v14289 606 $aInformation storage and retrieval systems 606 $aDatabase management 606 $aData mining 606 $aMachine learning 606 $aApplication software 606 $aInformation Storage and Retrieval 606 $aDatabase Management 606 $aData Mining and Knowledge Discovery 606 $aMachine Learning 606 $aComputer and Information Systems Applications 615 0$aInformation storage and retrieval systems. 615 0$aDatabase management. 615 0$aData mining. 615 0$aMachine learning. 615 0$aApplication software. 615 14$aInformation Storage and Retrieval. 615 24$aDatabase Management. 615 24$aData Mining and Knowledge Discovery. 615 24$aMachine Learning. 615 24$aComputer and Information Systems Applications. 676 $a943.005 702 $aPedreira$b Oscar 702 $aEstivill-Castro$b Vladimir 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910755085903321 996 $aSimilarity Search and Applications$93590342 997 $aUNINA