Data mining books

Addresses novel machine learning algorithms that are challenged by high-throughput data, by high dimensions, or...  Read More >>

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This book constitutes the refereed proceedings of the 11th International Conference on Model and Data Engineering,...  Read More >>

The two-volume set LNAI 13653 and 13654 constitutes the refereed proceedings of the 11th Brazilian Conference on...  Read More >>

This book provides a comprehensive introduction to the foundations and frontiers of graph neural networks. In addition,...  Read More >>

Latent factor analysis models are an effective type of machine learning model for addressing high-dimensional and...  Read More >>

FUZZY COMPUTING IN DATA SCIENCE This book comprehensively explains how to use various fuzzy-based models to solve...  Read More >>

This book discusses the principles and practical applications of data science, addressing key topics including data...  Read More >>

This book presents novel work of academicians, researchers, industry professionals, practitioners, and budding engineers...  Read More >>

This book constitutes the proceedings of the International Joint Conference on Rough Sets, IJCRS 2022, held in Suzhou,...  Read More >>

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This book includes high-quality research papers presented at the Fifth International Conference on Innovative Computing...  Read More >>

The domains of Pattern Recognition and Machine Learning have experienced exceptional interest and growth, however...  Read More >>

The book synthesizes research on the analysis of biomedical ontologies using formal concept analysis, including...  Read More >>

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Fuzzy cognitive maps (FCMs) have gained popularity in the scientific community due to their capabilities in modeling...  Read More >>

This book explores the application of data mining and machine learning techniques in studying the activity pattern,...  Read More >>

This book constitutes the proceedings of the 25th International Conference on Discovery Science, DS 2022, which...  Read More >>

Using a novel integration of mathematics and Python codes, this book illustrates the fundamental concepts that link...  Read More >>

To deal with the challenging task of outfit compatibility modeling, this book provides comprehensive solutions,...  Read More >>

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This book takes the reader through the process of learning and creating data visualisation, starting with a selection...  Read More >>

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This book presents original, peer-reviewed select articles from the International Conference on Cognitive & Intelligent...  Read More >>

This book presents Explainable Artificial Intelligence (XAI), which aims at producing explainable models that enable...  Read More >>