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which include IEEE Transactions on Knowledge and Data Engineering and Data Mining and Knowledge Discovery. Micheline Kamber has a master’s diploma in laptop science (specializing in synthetic intelligence) from Concordia University in Montreal, Quebec. She was an NSERC Scholar and has labored as a researcher at McGill College, Simon Fraser University, and in Switzerland. Her background in data mining and enthusiasm for composing in easyto- recognize phrases assist make this textual content a beloved of experts, instructors, and learners. Jian Pei is currently an associate professor at the College of Computing Science, Simon Fraser College in British Columbia. He received a Ph.D. diploma in computing science from Simon Fraser College in 2002 under Dr. Jiawei Han’s supervision. He has released prolifically in the leading academic message boards on data mining, databases, World-wide-web hunting, and details retrieval and actively served the tutorial community. His get more info publications have received 1000's of citations and a number of prestigious awards. He is an affiliate editor of several knowledge mining and info analytics journals. Third Version of the E book We would like to express our grateful many thanks to all of the earlier and recent members of the Facts Mining Team at UIUC, the college and students in the Info and Data Devices (DAIS) Laboratory in the Section of Pc Science at the University of Illinois at Urbana-Champaign, and several buddies and colleagues, whose continual guidance and encouragement have made our function on this version a rewarding experience.We would also like to thank college students in CS412 and CS512 courses at UIUC of the 2010–2011 educational yr, who meticulously went through the early drafts of this e book, determined numerous mistakes, and proposed numerous enhancements. We also desire to thank David Bevans and Rick Adams at Morgan Kaufmann Publishers, for their enthusiasm, endurance, and assistance in the course of our crafting of this version of the e-book.We thankMarilyn Rash, the ProjectManager, and her staff users, for retaining us on agenda. We are also grateful for the priceless responses from all of the reviewers. Furthermore, we would like to thank U.S. Countrywide Science Foundation, NASA, U.S. Air Power Workplace of Scientific Investigation, U.S. Army Investigation Laboratory, and Organic Science and Engineering Investigation Council of Canada (NSERC), as very well as IBM Investigation,Microsoft Exploration, Google, Yahoo! Study, Boeing, HP Labs, and other market investigation labs for their assist of our exploration in the formof study grants, contracts, and gifts. These exploration help deepens our comprehension of the topics discussed in this e book. Ultimately, we thank our households for their wholehearted help during this undertaking.