(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 ..."
"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."
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 ..."
"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 ..."
"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 ..."
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 ..."
"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 ..."
"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 ..."
"This volume contains the proceedings of the International Conference on Advanced Data Mining and Applications (ADMA 2009), held in Beijing, China, during August 17 19, 2009. We are pleased to have a very strong program. Acceptance into the conference proceedings was extremely competitive. From the 322 submissions from 27 countries and regions, the Program Committee selected 34 full papers and 47 short papers for presentation at the conf ..."
Data Mining(4th Edition) Concepts and Techniques (The Morgan Kaufmann Series in Data Management Systems) by Han, Jiawei, Pei, Jian, Tong, Hanghang Paperback, 752 Pages, Published 2022 by Morgan Kaufmann ISBN-13: 978-0-12-811760-6, ISBN: 0-12-811760-5
"The two-volume set LNAI 7818 + LNAI 7819 constitutes the refereed proceedings of the 17th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2013, held in Gold Coast, Australia, in April 2013. The total of 98 papers presented in these proceedings was carefully reviewed and selected from 363 submissions. They cover the general fields of data mining and KDD extensively, including pattern min ..."
"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 ..."
"This two-volume set LNCS 10827 and LNCS 10828 constitutes the refereed proceedings of the 23rd International Conference on Database Systems for Advanced Applications, DASFAA 2018, held in Gold Coast, QLD, Australia, in May 2018.The 83 full papers, 21 short papers, 6 industry papers, and 8 demo papers were carefully selected from a total of 360 submissions. The papers are organized around the following topics: network embedding; recommen ..."