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- CRC Press 2011; US$ 115.95
Data-Driven Methods for Systems Health Management Mining Data Streams: Systems and Algorithms, Charu C. Aggarwal and Deepak S. Turaga A Tutorial on Bayesian Networks for Systems Health Management, Arthur Choi, Lu Zheng, Adnan Darwiche, and Ole J. Mengshoel Anomaly Detection in a Fleet of Systems, Nikunij Oza and Santanu Das Discriminative... more...
- Morgan & Claypool Publishers 2012; US$ 40.00
Real world physical and abstract data objects are interconnected, forming gigantic, interconnected networks. By structuring these data objects and interactions between these objects into multiple types, such networks become semi-structured heterogeneous information networks. Most real world applications that handle big data, including interconnected... more...
- CRC Press 2009; US$ 109.95
Introduction Harvey J. Miller and Jiawei Han Spatiotemporal Data Mining Paradigms and Methodologies John F. Roddick and Brian G. Lees Fundamentals of Spatial Data Warehousing for Geographic Knowledge Discovery Yvan Bédard and Jiawei Han Analysis of Spatial Data with Map Cubes: Highway Traffic Data Chang-Tien Lu, Arnold P.... more...
- Springer International Publishing 2014; US$ 149.00
This comprehensive reference consists of 18 chapters from prominent researchers in the field. Each chapter is self-contained, and synthesizes one aspect of frequent pattern mining. An emphasis is placed on simplifying the content, so that students and practitioners can benefit from the book. Each chapter contains a survey describing key research on... more...
- Morgan & Claypool Publishers 2015; US$ 60.00
The "big data" era is characterized by an explosion of information in the form of digital data collections, ranging from scientific knowledge, to social media, news, and everyone's daily life. Examples of such collections include scientific publications, enterprise logs, news articles, social media, and general web pages. Valuable knowledge about multi-typed... more...
- Elsevier Science 2006; US$ 16.95
Our ability to generate and collect data has been increasing rapidly. Not only are all of our business, scientific, and government transactions now computerized, but the widespread use of digital cameras, publication tools, and bar codes also generate data. On the collection side, scanned text and image platforms, satellite remote sensing systems,... more...
- Springer New York 2010; US$ 249.00
This book offers detailed surveys and systematic discussion of models, algorithms and applications for link mining, focusing on theory and technique, and related applications: text mining, social network analysis, collaborative filtering and bioinformatics. more...
- Elsevier Science 2011; US$ 74.95
Data Mining: Concepts and Techniques provides the concepts and techniques in processing gathered data or information, which will be used in various applications. Specifically, it explains data mining and the tools used in discovering knowledge from the collected data. This book is referred as the knowledge discovery from data (KDD). It focuses on the... more...
- Morgan & Claypool Publishers 2014; US$ 40.00
Outlier (or anomaly) detection is a very broad field which has been studied in the context of a large number of research areas like statistics, data mining, sensor networks, environmental science, distributed systems, spatio-temporal mining, etc. Initial research in outlier detection focused on time series-based outliers (in statistics). Since then,... more...
- CRC Press 2011; US$ 99.95
Specification Mining: A Concise Introduction, David Lo, Siau-Cheng Khoo, Chao Liu, and Jiawei Han Mining Finite-State Automata with Annotations, Leonardo Mariani, Fabrizio Pastore, Mauro Pezzč, and Mauro Santoro Adapting Grammar Inference Techniques to Mine State Machines, Neil Walkinshaw and Kirill Bogdanov Mining API Usage Protocols... more...