Advances in Self-Organizing Maps, Learning Vector Quantization, Clustering and Data Visualization Advances in Self-Organizing Maps, Learning Vector Quantization, Clustering and Data Visualization
Lecture Notes in Networks and Systems

Advances in Self-Organizing Maps, Learning Vector Quantization, Clustering and Data Visualization

Dedicated to the Memory of Teuvo Kohonen / Proceedings of the 14th International Workshop, WSOM+ 2022, Prague, Czechia, July 6-7, 2022

Jan Faigl 및 다른 저자
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출판사 설명

In this collection, the reader can find recent advancements in self-organizing maps (SOMs) and learning vector quantization (LVQ), including progressive ideas on exploiting features of parallel computing. The collection is balanced in presenting novel theoretical contributions with applied results in traditional fields of SOMs, such as visualization problems and data analysis. Besides, the collection further includes less traditional deployments in trajectory clustering and recent results on exploiting quantum computation. The presented book is worth interest to data analysis and machine learning researchers and practitioners, specifically those interested in being updated with current developments in unsupervised learning, data visualization, and self-organization.

장르
컴퓨터 및 인터넷
출시일
2022년
8월 26일
언어
EN
영어
길이
131
페이지
출판사
Springer International Publishing
판매자
Springer Nature B.V.
크기
25
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