TitleNext generation of data mining [electronic resource] / edited by Hillol Kargupta ... [et al.]
Imprint Boca Raton, FL. : CRC Press, c2009
Connect tohttp://marc.crcnetbase.com/isbn/9781420085877
Descript xxiv, 605 p., [8] p. of plates : ill. (some col.), maps (some col.)

CONTENT

Research challenges for data mining in science and engineering / Jiawei Han and Jing Gao -- Detecting ecosystem disturbances and land cover change using data mining / Shyam Boriah ... [et al.] -- Efficient data-mining methods enabling genome-wide computing / Wei Wang ... [et al.] -- Mining frequent approximate sequential patterns / Feida Zhu ... [et al.] -- Scientific data mining in astronomy / Kirk D. Borne -- Thoughts on human emotions, breakthroughs in communication, and the next generation of data mining / Hillol Kargupta -- Research challenges in ubiquitous knowledge discovery / Michael May ... [et al.] -- High-performance distributed data mining / Sanchit Misra ... [et al.] -- User-centered biological information location by combining user profiles and domain knowledge / Jeffrey E. Stone, Xindong Wu, and Marc Greenblatt -- Issues and challenges in learning from data streams / Jo๊aao Gama -- Service-oriented architectures for distributed and mobile knowledge discovery / Domenico Talia and Paolo Trunfio -- Discovering emergent behavior from network packet data : lessons from the Angle project / Robert L. Grossman ... [et al.] -- Architecture conscious data mining : current progress and future outlook / Srinivasan Parthasarathy ... [et al.] -- Web 2.0 mining : analyzing social media / Anupam Joshi ... [et al.] -- Searching for "familiar strangers" on blogosphere / Nitin Agarwal ... [et al.] -- Toward semantics-enabled infrastructure for knowledge acquisition from distributed data / Vasant Honavar and Doina Caragea -- Nonnegative matrix factorization for document classification / Amy N. Langville and Michael W. Berry -- Is privacy still an issue for data mining? / Chris Clifton ... [et al.] -- Analysis of social networks and group dynamics from electronic communication / Nishith Pathak ... [et al.] -- Challenges for dynamic heterogeneous networks in observational sciences / Lisa Singh -- Privacy-preserving data analysis on graphs and social networks / Kun Liu ... [et al.] -- Risk mining as new trends in hospital management / Shusaku Tsumoto and Shoji Hirano -- Challenges for information discovery on electronic medical records / Vagelis Hristidis ... [et al.] -- Market-based profile infrastructure : giving back to the user / Olfa Nasraoui and Maha Soliman -- Challenges in mining financial data / James E. Gentle -- Spatial and spatiotemporal data mining : recent advances / Shashi Shekhar, Ranga Raju Vatsavai, and Mete Celik


Data mining Electronic books.