Frequent Pattern Mining  [electronic resource] / 
edited by Charu C. Aggarwal, Jiawei Han. 
 - XIX, 471 p. 83 illus., 19 illus. in color.  online resource. 
<br/><br/>An Introduction to Frequent Pattern Mining -- Frequent Pattern Mining Algorithms: A Survey -- Pattern-growth Methods -- Mining Long Patterns -- Interesting Patterns -- Negative Association Rules -- Constraint-based Pattern Mining -- Mining and Using Sets of Patterns through Compression -- Frequent Pattern Mining in Data Streams -- Big Data Frequent Pattern Mining -- Sequential Pattern Mining -- Spatiotemporal Pattern Mining: Algorithms and Applications -- Mining Graph Patterns -- Uncertain Frequent Pattern Mining -- Privacy in Association Rule Mining -- Frequent Pattern Mining Algorithms for Data Clustering -- Supervised Pattern Mining and Applications to Classification -- Applications of Frequent Pattern Mining. 
<br/><br/> 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 the topic, a case study and future directions. Key topics include: Pattern Growth Methods, Frequent Pattern Mining in Data Streams, Mining Graph Patterns, Big Data Frequent Pattern Mining, Algorithms for Data Clustering and more. Advanced-level students in computer science, researchers and practitioners from industry will find this book an invaluable reference. 
<br/><br/><label>ISBN: </label>9783319078212 
<br/><br/><label>Standard No.: </label>10.1007/978-3-319-07821-2  doi 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Computer science.<br/>Database management.<br/>Data mining.<br/>Artificial intelligence.<br/>Pattern recognition.<br/>Biometrics (Biology).<br/>Computer Science.<br/>Data Mining and Knowledge Discovery.<br/>Database Management.<br/>Artificial Intelligence (incl. Robotics).<br/>Pattern Recognition.<br/>Biometrics.
<br/><br/><label>LC Class. No.: </label>QA76.9.D343 
<br/><br/><label>Dewey Class. No.: </label>006.312