Next generation of data mining /

"A Chapman & Hall book."

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 [and others] --
Efficient data-mining methods enabling genome-wide computing / Wei Wang [and others] --
Mining frequent approximate sequential patterns / Feida Zhu [and others] --
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 [and others] --
High-performance distributed data mining / Sanchit Misra [and others] --
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 / Joāo 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 [and others] --
Architecture conscious data mining : current progress and future outlook / Srinivasan Parthasarathy [and others] --
Web 2.0 mining : analyzing social media / Anupam Joshi [and others] --
Searching for "familiar strangers" on blogosphere / Nitin Agarwal [and others] --
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 [and others] --
Analysis of social networks and group dynamics from electronic communication / Nishith Pathak [and others] --
Challenges for dynamic heterogeneous networks in observational sciences / Lisa Singh --
Privacy-preserving data analysis on graphs and social networks / Kun Liu [and others] --
Risk mining as new trends in hospital management / Shusaku Tsumoto and Shoji Hirano --
Challenges for information discovery on electronic medical records / Vagelis Hristidis [and others] --
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.

Drawn from the US National Science Foundation's Symposium on Next Generation of Data Mining and Cyber-Enabled Discovery for Innovation (NGDM 07), this work explores technologies and applications in data mining as well as potential challenges faced by the field.