Hanghang Tong – författare
809 kr
Skickas inom 5-8 vardagar
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.
After an introduction to the concept of data mining, the authors explain the methods for preprocessing, characterizing, and warehousing data. They then partition the data mining methods into several major tasks, introducing concepts and methods for mining frequent patterns, associations, and correlations for large data sets; data classificcation and model construction; cluster analysis; and outlier detection. Concepts and methods for deep learning are systematically introduced as one chapter. Finally, the book covers the trends, applications, and research frontiers in data mining.
Presents a comprehensive new chapter on deep learning, including improving training of deep learning models, convolutional neural networks, recurrent neural networks, and graph neural networksAddresses advanced topics in one dedicated chapter: data mining trends and research frontiers, including mining rich data types (text, spatiotemporal data, and graph/networks), data mining applications (such as sentiment analysis, truth discovery, and information propagattion), data mining methodologie and systems, and data mining and societyProvides a comprehensive, practical look at the concepts and techniques needed to get the most out of your dataVisit the author-hosted companion site, https://hanj.cs.illinois.edu/bk4/ for downloadable lecture slides and errata603 kr
Skickas inom 7-10 vardagar
561 kr
Skickas inom 10-15 vardagar
Computational Data and Social Networks
8th International Conference, CSoNet 2019, Ho Chi Minh City, Vietnam, November 18–20, 2019, Proceedings
544 kr
Skickas inom 10-15 vardagar
544 kr
Skickas inom 10-15 vardagar
450 kr
Skickas inom 10-15 vardagar
1 078 kr
Skickas inom 5-8 vardagar
556 kr
Skickas inom 10-15 vardagar
Advances in Knowledge Discovery and Data Mining
30th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2026, Hong Kong, China, June 9–12, 2026, Proceedings, Part III
556 kr
Skickas inom 10-15 vardagar
556 kr
Skickas inom 10-15 vardagar
1 063 kr
Kommande
566 kr
Skickas inom 11-20 vardagar