Data Mining Concepts and Techniques

Data Mining: Concepts and Techniques, Fourth Edition introduces concepts, principles, and methods for mining patterns, knowledge, and models from various kinds of data for diverse applications. Specifically, it delves into the processes for uncovering patterns and knowledge from massive collections...

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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awdur: Han,Jiawei
Awduron Eraill: Pei,Jain
Fformat: Llyfr
Iaith:Saesneg
Cyhoeddwyd: India Elsevier; Standard Edition 2024
Rhifyn:4th
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Crynodeb:Data Mining: Concepts and Techniques, Fourth Edition introduces concepts, principles, and methods for mining patterns, knowledge, and models from various kinds of data for diverse applications. Specifically, it delves into the processes for uncovering patterns and knowledge from massive collections of data, known as knowledge discovery from data, or KDD. It focuses on the feasibility, usefulness, effectiveness, and scalability of data mining techniques for large data sets. Presents a comprehensive new chapter on deep learning, including improving training of deep learning models, convolutional neural networks, recurrent neural networks, and graph neural networks.
Disgrifiad Corfforoll:752 pages
ISBN:9788131267660