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Titlebook: Advances in Artificial Intelligence; 14th Conference of t Jose A. Lozano,José A. Gámez,José A. Moreno Conference proceedings 2011 Springer-

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期刊全称Advances in Artificial Intelligence
期刊简称14th Conference of t
影响因子2023Jose A. Lozano,José A. Gámez,José A. Moreno
视频video
发行地址Fast-track conference proceedings.State-of-the-art research.Up-to-date results
学科分类Lecture Notes in Computer Science
图书封面Titlebook: Advances in Artificial Intelligence; 14th Conference of t Jose A. Lozano,José A. Gámez,José A. Moreno Conference proceedings 2011 Springer-
影响因子This book constitutes the refereed proceedings of the 14th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2009, held in La Laguna, Canary Islands, Spain, in November 2011. The 50 revised full papers presented were carefully selected from 149 submissions. The papers are organized in topical sections on agent-based and multi-agent systems; machine learning; knowledge representation, logic, search and planning; multidisciplinary topics and applications; vision and robotics; soft computing; Web intelligence and information retrieval.
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978-3-642-25273-0Springer-Verlag GmbH Berlin Heidelberg 2011
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https://doi.org/10.1007/978-3-662-49544-5rithms are useful for fairly large datasets, many scaling problems are found when the number of instances is of hundred of thousands or millions. Most instance selection algorithms are of complexity at least .(..), . being the number of instances. When we face huge problems, the scalability becomes
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Braunkohlentagebau und Rekultivierungh smaller than the number of examples of the rest of the classes. Many works have been done to deal with these problems known as class imbalance problems. Most of them focus their effort on data resampling techniques so that training data would be improved, usually balancing the classes, before usin
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