Next Generation of Data Mining (Hardcover)

Data Mining in e-Science and Engineering 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, Vipin Kumar, Michael Steinbach, Pang-Ning Tan, Christopher Potter, and Steven Klooster Efficient Data-Mining Methods Enabling Genome-Wide Computing Wei Wang, Leonard McMillan, David Threadgill, and Fernando Pardo-Manuel de Villena Mining Frequent Approximate Sequential Patterns Feida Zhu, Xifeng Yan, Jiawei Han, and Philip S. Yu Scientific Data Mining in Astronomy Kirk D. Borne Ubiquitous, Distributed, and High Performance Data Mining Thoughts on Human Emotions, Breakthroughs in Communication, and the Next Generation of Data Mining Hillol Kargupta Research Challenges in Ubiquitous Knowledge Discovery Michael May, Bettina Berendt, Antoine Cornuejols, Joao Gama, Fosca Giannotti, Andreas Hotho, Donato Malerba, Ernestina Menesalvas, Katharina Morik, Rasmus Pedersen, Lorenza Saitta, Yucel Saygin, Assaf Schuster, and Koen Vanhoof High Performance Distributed Data Mining Alok Choudhary User-Centered Biological Information Location by Combining User Profiles and Domain KnowledgeJeffrey E. Stone, Xindong Wu, and Marc Greenblatt Issues and Challenges in Learning from Data Streams Joao 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, Michael Sabala, Yunhong Gu, Anushka Anand, Matt Handley, Rajmonda Sulo, and Lee Wilkinson Architecture Conscious Data Mining: Current Progress and Future Outlook Srinivasan Parthasarathy, Shirish Tatikonda, Gregory Buehrer, and Amol Ghoting The Web, Semantics, and Text Data Mining Web 2.0 Mining: Analyzing Social Media Anupam Joshi, Tim Finin, Akshay Java, Anubhav Kale, and Pranam Kolari Searching for "Familiar Strangers" on Blogosphere Nitin Agarwal, Huan Liu, John Salerno, and Philip S. Yu 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 Data Mining in Security, Surveillance, and Privacy Protection Is Privacy Still an Issue for Data Mining? Chris Clifton, Wei Jiang, Mummoorthy Murugesan, and M. Ercan Nergiz Analysis of Social Networks and Group Dynamics from Electronic Communication Nishith Pathak, Sandeep Mane, Jaideep Srivastava, Noshir Contractor, Scott Poole, and Dmitri Williams Challenges for Dynamic Heterogeneous Networks in Observational Sciences Lisa Singh Privacy-Preserving Data Analysis on Graphs and Social Networks Kun Liu, Kamalika Das, Tyrone Grandison, and Hillol Kargupta Medicine, Social Science, Finance, and Spatial Data Mining Risk Mining as New Trends in Hospital Management Shusaku Tsumoto and Shojir Hirano Challenges for Information Discovery on Electronic Medical Records Vagelis Hristidis, Fernando Farfan, Redmond P. Burke, Anthony F. Rossi, and Jeffrey A. White 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 Index