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Similarity search and applications15th International Conference, SISAP 2022, Bologna, Italy, October 5-7, 2022 : proceedings /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Similarity search and applicationsedited by Tomas Skopal ... [et al.].
其他題名:	15th International Conference, SISAP 2022, Bologna, Italy, October 5-7, 2022 : proceedings /
其他題名:	SISAP 2022
其他作者:	Skopal, Tomas.
團體作者:
出版者:	Cham :Springer International Publishing :2022.
面頁冊數:	xi, 305 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Information retrievalCongresses.
電子資源:	https://doi.org/10.1007/978-3-031-17849-8
ISBN:	9783031178498$q(electronic bk.)

Similarity search and applications15th International Conference, SISAP 2022, Bologna, Italy, October 5-7, 2022 : proceedings /
Similarity search and applications15th International Conference, SISAP 2022, Bologna, Italy, October 5-7, 2022 : proceedings /[electronic resource] :SISAP 2022edited by Tomas Skopal ... [et al.]. - Cham :Springer International Publishing :2022. - xi, 305 p. :ill. (some col.), digital ;24 cm. - Lecture notes in computer science,135900302-9743 ;. - Lecture notes in computer science ;4891..

Applications -- Numerical Data Imputation: Choose KNN over Deep Learning -- COSINER: COntext SImilarity data augmentation for Named Entity Recognition -- An Application of Learned Multi-Modal Product Similarity to e-Commerce -- Deep Vision-Language Model for Efficient Multi-modal Similarity Search in Fashion Retrieval -- Stable Anchors for Matching Unlabelled Point Clouds -- Visual Exploration of Human Motion Data -- Foundations -- On Projections to Linear Subspaces -- Concept of Relational Similarity Search -- On the Expected Exclusion Power of Binary Partitions for Metric Search -- Similarity Search with the Distance Density Model -- Generalized Relative Neighborhood Graph (GRNG) for Similarity Search -- A Ptolemaic Partitioning Mechanism -- HubHSP graph: effective data sampling for pivot-based representation strategies -- Indexing and Clustering -- Compacted search tree for graph edit distance computation -- Clustering by Direct Optimization of the Medoid Silhouette -- Automatic Indexing for Similarity Search in ELKI -- Approximate Nearest Neighbor Search on Standard Search Engines -- Evaluation of LID-Aware Graph Embedding Methods for Node Clustering -- Similarity-based Unsupervised Evaluation of Outlier Detection -- Learning -- FastHebb: Scaling Hebbian Training of Deep Neural Networks to ImageNet Level -- Causal Disentanglement with Network Information for Debiased Recommendations -- Causal Disentanglement with Network Information for Debiased Recommendations -- Self-supervised Information Retrieval Trained from Self-generated Sets of Queries and Relevant Documents -- Doctoral Symposium -- Discovering Knowledge Graphs Via Attention-Driven Graph Generation -- Visual Recommendation and Visual Search for Fashion e-commerce.

This book constitutes the refereed proceedings of the 15th International Conference on Similarity Search and Applications, SISAP 2022, held in Bologna, Italy in October 2022. SISAP 2022 is an annual international conference for researchers focusing on similarity search challenges and related theoretical/practical problems, as well as the design of content-based similarity search applications. The 15 full papers presented together with 8 short and 2 doctoral symposium papers were carefully reviewed and selected from 34 submissions. They were organized in topical sections as follows: Applications; Foundations; Indexing and Clustering; Learning; Doctoral Symposium.

ISBN: 9783031178498$q(electronic bk.)

Standard No.: 10.1007/978-3-031-17849-8doiSubjects--Topical Terms:

384500
Information retrieval
--Congresses.

LC Class. No.: Z667 / .I57 2022

Dewey Class. No.: 025.04

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