"This book constitutes the refereed proceedings of the workshops of the 11th International Conference on Web-Age Information Management, held in Jiuzhaigou, China, in July 2010. The 25 revised full papers are organized in topical sections on three workshops: the First International Workshop on Graph Database (IWGD 2010), the First International Workshop on Advanced Techniques on XML Data Management (XMLDM 2010), and the Second Internati ..."
"In: Chen, H., Yang, C.C., Chau, M., Li, S.-H. (eds.) PAISI 2009. LNCS, vol. 5477,
pp. 76–88. Springer, Heidelberg (2009) 7. Pei, et al.: Prefixspan: Mining
sequential patterns by prefix-projected growth. In: ICDE, pp. 215–224 (2001) 8.
Zaki, M.J.: Spade: An efficient algorithm for mining frequent sequences. J.
Machine Learning 42(1/2), 31–60 (2001) 9. Morzy, M.: Prediction of moving
object location based on frequent trajectories. I ..."
Data Mining Concepts and Techniques (The Morgan Kaufmann Series in Data Management Systems) by Jiawei Han, JianPei, Hanghang Tong, Han Et Al Paperback, 752 Pages, Published 2022 by Elsevier Science & Technology, San Francisco ISBN-13: 978-0-12-811760-6, ISBN: 0-12-811760-5
"Specifically, it explains data mining and the tools used in discovering knowledge from collected data, known as KDD. The book focuses on the feasibility, usefulness, effectiveness and scalability of techniques of large datasets."
"Scenario 3: Finding optimal paths in road networks with uncertain travel time. The
speed information recorded by sensors, together with the geographic information,
can be used to estimate the travel time along each road segment. However, the
estimated travel time derived from sensor readings is inherently uncertain and
probabilistic, due to the uncertain nature of the collected sensor data. Thus, a
road network can be modeled as a ..."
"Data Mining: Concepts and Techniquesprovides 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 feasibility, usefulness, effectiveness, and scalability of techniques of large data sets ..."
Data Mining(3rd Edition) Concepts and Techniques, Third Edition (The Morgan Kaufmann Series in Data Management Systems) by Jiawei Han, Micheline Kamber, JianPei Hardcover, 744 Pages, Published 2011 by Morgan Kaufmann ISBN-13: 978-0-12-381479-1, ISBN: 0-12-381479-0
"The increasing volume of data in modern business and science calls for more complex and sophisticated tools. Although advances in data mining technology have made extensive data collection much easier, it’s still always evolving and there is a constant need for new techniques and tools that can help us transform this data into useful information and knowledge. Since the previous edition’s publication, great advances have been made i ..."
"Guozhu Dong, Jian Pei. 29. 30. 31. 32. 33. 34. 35. 36. 37. 38. ... J. Han, W. Gong,
and Y. Yin. Mining segment-wise periodic patterns in ... J. Han, J. Pei, B.
Mortazavi-Asl, Q. Chen, U. Dayal, and M.-C. Hsu. FreeSpan: Frequent pattern-
projected ..."
"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, and the World Wide Web have flooded us with a tremendous amount of data. This explosive gr ..."
(Reprint) [ Sequence Data Mining[ SEQUENCE DATA MINING ] By Dong, Guozhu ( Author )Nov-23-2010 Paperback by Guozhu Dong, JianPei Ph. Paperback, 168 Pages, Published 2010 by Springer ISBN-13: 978-1-4419-4352-1, ISBN: 1-4419-4352-8
"Understanding sequence data, and the ability to utilize this hidden knowledge, will create a significant impact on many aspects of our society. Examples of sequence data include DNA, protein, customer purchase history, web surfing history, and more. This book provides thorough coverage of the existing results on sequence data mining as well as pattern types and associated pattern mining methods. It offers ..."
"Symposium NN, "Electronic Organic and Inorganic Hybrid Nanomaterials―Synthesis, Device Physics and Their Applications," was held April 25−29 at the 2011 MRS Spring Meeting in San Francisco, California. The possibility of combining properties of organic and inorganic components in a unique hybrid composite material creates many potential applications. The combination at the nanosize level of inorganic and organic, or even bioactive compo ..."
Sequence Data Mining (Advances in Database Systems) by Guozhu Dong, JianPei Hardcover, 150 Pages, Published 2007 by Springer ISBN-13: 978-0-387-69936-3, ISBN: 0-387-69936-8
"Understanding sequence data, and the ability to utilize this hidden knowledge, will create a significant impact on many aspects of our society. Examples of sequence data include DNA, protein, customer purchase history, web surfing history, and more. This book provides thorough coverage of the existing results on sequence data mining as well as pattern types and associated pattern mining methods. It offers balanced coverage on data minin ..."
"17th Pacific-Asia Conference, PAKDD 2013, Gold Coast, Australia, April 14-17,
2013, Proceedings Jian Pei, Vincent S. Tseng, Longbing Cao, Hiroshi Motoda,
Guandong Xu. Algorithm 2. DFS-Pruning(p, S, T,) Require: Current frequent
pattern p = (s1, s2, . . . , sn), set of items for s—extension Sn, set of items for i-
extension T, 1: Stemp = (), Ttemp = () 2: F = 0, P = 0, P, = 0 3: if (not
checkAvoidable(p, T(Dp) )) then 4: for all i e ..."
Data Mining(1st Edition) Concepts and Techniques (English version 3) (most data mining landmark classics)(Chinese Edition) by Jiawei Han, Micheline Kamber, JianPei Paperback, 703 Pages, Published 2012 by Machinery Industry Press ISBN-13: 978-7-111-37431-2, ISBN: 7-111-37431-2
"Paperback. Pub Date :2012-3-1 Pages: 703 Publisher: Machinery Industry Press contemporary amount of data and a large surge in commercial science requires us to adopt a more complex and sophisticated tools for data analysis. processing and mining. Despite considerable progress in recent years. data mining technology allows us to obtain more extensive data collection easy. but the technology is still difficult to match the explosive data ..."