Unsupervised Learning Algorithms 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2025

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作者

Springer International Publishing AG

譯者

2016-5-31 出版日期

560 頁數

GBP 74.50 價格

Hardcover

叢書系列

9783319242095 圖書編碼

Unsupervised Learning Algorithms 在線電子書圖書標籤: 計算機 VocationalReads Statistics Machine_Learning ML Clustering

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發表於2025-01-16

Unsupervised Learning Algorithms 在線電子書 epub 下載 mobi 下載 pdf 下載 txt 下載 2025

Unsupervised Learning Algorithms 在線電子書 epub 下載 pdf 下載 mobi 下載 txt 下載 2025

Unsupervised Learning Algorithms 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2025

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Unsupervised Learning Algorithms 在線電子書 pdf 下載 txt下載 epub 下載 mobi 在線電子書下載

Unsupervised Learning Algorithms 在線電子書圖書描述

This book summarizes the state-of-the-art in unsupervised learning. The contributors discuss how with the proliferation of massive amounts of unlabeled data, unsupervised learning algorithms, which can automatically discover interesting and useful patterns in such data, have gained popularity among researchers and practitioners. The authors outline how these algorithms have found numerous applications including pattern recognition, market basket analysis, web mining, social network analysis, information retrieval, recommender systems, market research, intrusion detection, and fraud detection. They present how the difficulty of developing theoretically sound approaches that are amenable to objective evaluation have resulted in the proposal of numerous unsupervised learning algorithms over the past half-century. The intended audience includes researchers and practitioners who are increasingly using unsupervised learning algorithms to analyze their data. Topics of interest include anomaly detection, clustering, feature extraction, and applications of unsupervised learning. Each chapter is contributed by a leading expert in the field.

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