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Similarity Search and Applications : 17th International Conference, SISAP 2024, Providence, RI, USA, November 4–6, 2024, Proceedings / / edited by Edgar Chávez, Benjamin Kimia, Jakub Lokoč, Marco Patella, Jan Sedmidubsky
| Similarity Search and Applications : 17th International Conference, SISAP 2024, Providence, RI, USA, November 4–6, 2024, Proceedings / / edited by Edgar Chávez, Benjamin Kimia, Jakub Lokoč, Marco Patella, Jan Sedmidubsky |
| Autore | Chávez Edgar |
| Edizione | [1st ed. 2025.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 |
| Descrizione fisica | 1 online resource (314 pages) |
| Disciplina | 025.04 |
| Altri autori (Persone) |
KimiaBenjamin
LokočJakub PatellaMarco SedmidubskyJan |
| Collana | Lecture Notes in Computer Science |
| Soggetto topico |
Information storage and retrieval systems
Database management Data mining Machine learning Application software Information Storage and Retrieval Database Management Data Mining and Knowledge Discovery Machine Learning Computer and Information Systems Applications |
| ISBN | 3-031-75823-4 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | -- Research Track. -- An Efficient Framework for Approximate Nearest Neighbor Search on High-dimensional Multi-metric Data. -- REHAB24-6: Physical Therapy Dataset for Analyzing Pose Estimation Methods. -- ETDD70: Eye-Tracking Dataset for Classification of Dyslexia using AI-based Methods. -- Demonstrating the Efficacy of Polyadic Queries. -- Scalable Polyadic Queries. -- A Dynamic Evaluation Metric for Feature Selection. -- Personalized Similarity Models for Evaluating Rehabilitation Exercises from Monocular Videos. -- Impact of the Neighborhood Parameter on Outlier Detection Algorithms. -- Optimizing CLIP Models for Image Retrieval with Maintained Joint-Embedding Alignment. -- Bayesian Estimation Approaches for Local Intrinsic Dimensionality. -- Towards Personalized Similarity Search for Vector Databases. -- Information Dissimilarity Measures in Decentralized Knowledge Distillation: A Comparative Analysis. -- An Empirical Evaluation of Search Strategies for Locality-Sensitive Hashing: Lookup, Voting, and Natural Classifier Search. -- On the Design of Scalable Outlier Detection Methods using Approximate Nearest Neighbor Graphs. -- A Topological Evaluation Model for Manifold Learning and Embedding Techniques. -- Local Intrinsic Dimensionality and the Convergence Order of Fixed-Point Iteration. -- Identifying Propagating Signals with Spatio-Temporal Clustering in Multivariate Time Series. -- Robust Statistical Scaling of Outlier Scores: Improving the Quality of Outlier Probabilities for Outliers. -- Advancing the PAM Algorithm to Semi-Supervised k-Medoids Clustering. -- Hierarchical Clustering without Pairwise Distances by Incremental Similarity Search. -- Indexing Challenge. -- Overview of the SISAP 2024 Indexing Challenge. -- Scaling Learned Metric Index to 100M Datasets. -- Grouping Sketches to Index High-Dimensional Data in a Resource Limited Setting. -- Adapting the Exploration Graph for high throughput in low recall regimes. -- Top-Down Construction of Locally Monotonic Graphs for Similarity Search. |
| Record Nr. | UNINA-9910983350103321 |
Chávez Edgar
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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SISAP 2010 : proceedings of the third International Conference on Similarity Search and Applications : 18-19 September 2010 Istanbul, Turkey
| SISAP 2010 : proceedings of the third International Conference on Similarity Search and Applications : 18-19 September 2010 Istanbul, Turkey |
| Autore | Ciaccia Paolo |
| Pubbl/distr/stampa | [Place of publication not identified], : ACM, 2010 |
| Descrizione fisica | 1 online resource (130 pages) |
| Collana | ACM Other conferences |
| Soggetto topico |
Social Sciences
Library & Information Science |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Altri titoli varianti |
Proceedings of the third International Conference on Similarity Search and Applications
SISAP '10 3rd International Workshop on Similarity Search and Applications, Istanbul, Turkey - September 18 - 19, 2010 |
| Record Nr. | UNINA-9910376029303321 |
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Ciaccia Paolo
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| [Place of publication not identified], : ACM, 2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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