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Agrotechnology and Food Sciences. Information and Communication Technology --- Biomedical Research. --- Diagnostic Imaging. --- Diagnostic imaging. --- Imaging systems in medicine. --- Molecular Probes. --- Molecular probes. --- Imaging Technology. --- Biological microscopy

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Report from ICT4Peace project published by the UN ICT Task Force.

Communication in politics --- Conflict management --- Peace-building --- Building peace --- Peacebuilding --- Peace --- Peacekeeping forces --- Conflict control --- Conflict resolution --- Dispute settlement --- Management of conflict --- Managing conflict --- Management --- Negotiation --- Problem solving --- Social conflict --- Crisis management --- Political communication --- Political science --- Technological innovations --- Information technology --- ICT for Peace. --- United Nations ICT Task Force. --- United Nations Information and Communication Technologies Task Force --- United Nations. --- ICT Task Force --- Information and Communication Technologies Task Force --- ICT4Peace --- Information and Communication Technology for Peace

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As with any burgeoning technology that enjoys commercial attention, the use of data mining is surrounded by a great deal of hype. Exaggerated reports tell of secrets that can be uncovered by setting algorithms loose on oceans of data. But there is no magic in machine learning, no hidden power, no alchemy. Instead there is an identifiable body of practical techniques that can extract useful information from raw data. This book describes these techniques and shows how they work. The book is a major revision of the first edition that appeared in 1999. While the basic core remains the same, it has been updated to reflect the changes that have taken place over five years, and now has nearly double the references. The highlights for the new edition include thirty new technique sections; an enhanced Weka machine learning workbench, which now features an interactive interface; comprehensive information on neural networks; a new section on Bayesian networks; plus much more. + Authors, Ian Witten and Eibe Frank, recipients of the 2005 ACM SIGKDD Service Award. + Algorithmic methods at the heart of successful data mining including tried and true techniques as well as leading edge methods; + Performance improvement techniques that work by transforming the input or output; + Downloadable Weka, a collection of machine learning algorithms for data mining tasks, including tools for data pre-processing, classification, regression, clustering, association rules, and visualization in a new, interactive interface.

Data mining --- 681.3*H28 --- 681.3*I26 --- 681.3*H2 --- 681.3*H3 --- 681.3*J3 --- Management Information System --- dataverwerking --- econometrie --- wiskundige statistiek --- 006.3 --- Java (Computer program language) --- Algorithmic knowledge discovery --- Factual data analysis --- KDD (Information retrieval) --- Knowledge discovery in data --- Knowledge discovery in databases --- Mining, Data --- Database searching --- 681.3*J3 Life and medical sciences (Computer applications) --- Life and medical sciences (Computer applications) --- Object-oriented programming languages --- JavaSpaces technology --- 681.3*H28 Database applications --- Database applications --- 681.3*H2 Database management: security; integrity; protection--See also {?681.5*E5} --- Database management: security; integrity; protection--See also {?681.5*E5} --- 681.3*I26 Learning: analogies; concept learning; induction; knowledge acquisition; language acquisition; parameter learning (Artificial intelligence)--See also {681.3*K32} --- Learning: analogies; concept learning; induction; knowledge acquisition; language acquisition; parameter learning (Artificial intelligence)--See also {681.3*K32} --- Information storage and retrieval --- Data mining. --- Agrotechnology and Food Sciences. Information and Communication Technology --- Data Processing, Database Management. --- Artificial intelligence. Robotics. Simulation. Graphics