The nature of statistical learning theory
The nature of statistical learning theory
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The tutorial T2: Designing and Implementing an Intelligent Ubiquitous Information System in Java at EUSAI 2004 introduces the concepts and tools necessary for the participants to develop intelligent agentbased information systems. The potent and flexible support vector machine learning algorithm -upon which the agents base their intelligence- is an integral part of the session. Most importantly, we demonstrate and explain how to use support vector machines to implement a ubiquitous distributed information system in Java. We include all the development tools and open source software needed for the participants to get started in this subject area.