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» Large Scale Data Mining: Challenges and Responses
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HIPC
2005
Springer
15 years 11 months ago
Orthogonal Decision Trees for Resource-Constrained Physiological Data Stream Monitoring Using Mobile Devices
Several challenging new applications demand the ability to do data mining on resource constrained devices. One such application is that of monitoring physiological data streams ob...
Haimonti Dutta, Hillol Kargupta, Anupam Joshi
NETWORK
2007
121views more  NETWORK 2007»
15 years 5 months ago
Toward Efficient Service-Level QoS Provisioning in Large-Scale 802.11-Based Networks
Along with recent advances in mobile networking and portable computing technologies, there is a trend in the telecommunications industry toward the development of efficient ubiqui...
Tarik Taleb, Abdelhamid Nafaa, Liam Murphy, Kazuo ...
ICDE
2004
IEEE
151views Database» more  ICDE 2004»
16 years 7 months ago
Improved File Synchronization Techniques for Maintaining Large Replicated Collections over Slow Networks
We study the problem of maintaining large replicated collections of files or documents in a distributed environment with limited bandwidth. This problem arises in a number of impo...
Torsten Suel, Patrick Noel, Dimitre Trendafilov
KDD
2002
ACM
166views Data Mining» more  KDD 2002»
16 years 6 months ago
Exploiting response models: optimizing cross-sell and up-sell opportunities in banking
The banking industry regularly mounts campaigns to improve customer value by offering new products to existing customers. In recent years this approach has gained significant mome...
Andrew Storey, Marc-David Cohen
DEXAW
2005
IEEE
138views Database» more  DEXAW 2005»
15 years 11 months ago
Towards a Better Integration of Data Mining and Decision Support via Computational Intelligence
Despite a high level of activity and a large number of researchers involved, current research in data mining is plagued with several serious problems that should be regarded as to...
Sylvain Delisle