Machine Learning - Special issue on inductive transfer
Wrappers for feature subset selection
Artificial Intelligence - Special issue on relevance
Perl Cookbook
Data Mining: Practical Machine Learning Tools and Techniques, Second Edition (Morgan Kaufmann Series in Data Management Systems)
Support vector regression for link load prediction
Computer Networks: The International Journal of Computer and Telecommunications Networking
The WEKA data mining software: an update
ACM SIGKDD Explorations Newsletter
A framework for uplink power control in cellular radio systems
IEEE Journal on Selected Areas in Communications
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This paper outlines the approach developed together with the Radio Network Strategy & Design Department of a large telecom operator in order to forecast the Air-Interface load in their 3G network, which is used for planning network upgrades and budgeting purposes. It is based on large scale intelligent data analysis and modeling at the level of thousands of individual radio cells resulting in 100,000 models. It has been embedded into a scenario simulation framework that is used by end users not experienced in data mining for studying and simulating the behavior of this complex networked system.