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Titlebook: Intelligent Data Engineering and Automated Learning - IDEAL 2007; 8th International Co Hujun Yin,Peter Tino,Xin Yao Conference proceedings

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书目名称Intelligent Data Engineering and Automated Learning - IDEAL 2007
副标题8th International Co
编辑Hujun Yin,Peter Tino,Xin Yao
视频video
丛书名称Lecture Notes in Computer Science
图书封面Titlebook: Intelligent Data Engineering and Automated Learning - IDEAL 2007; 8th International Co Hujun Yin,Peter Tino,Xin Yao Conference proceedings
出版日期Conference proceedings 2007
关键词Automat; algorithm; algorithms; bioinformatics; data mining; distributed systems; learning; modeling; neuroi
版次1
doihttps://doi.org/10.1007/978-3-540-77226-2
isbn_softcover978-3-540-77225-5
isbn_ebook978-3-540-77226-2Series ISSN 0302-9743 Series E-ISSN 1611-3349
issn_series 0302-9743
copyrightSpringer-Verlag Berlin Heidelberg 2007
The information of publication is updating

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书目名称Intelligent Data Engineering and Automated Learning - IDEAL 2007读者反馈学科排名




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Energy Saving by Means of Fuzzy Systems) and makes use of the concept of energy balance to distribute the energy between the heaters..Results show the proposed system as a very promising solution for energy saving and comfort tracking in houses. This solution is the preliminary study to be included in a heating system product of a local company.
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An Edit Distance Approach to Shallow Semantic Labelingo analyze the tradeoffs between the part-of-speech and lexical similarity in the semantic labeling. Experimental results for recognizing various labels in 10,000 sentences are used to justify its significances.
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Variational GTMBayesian treatment to a Gaussian Process (GP)-based variation of GTM. The performance of the proposed Variational GTM is assessed in several experiments with artificial datasets. These experiments highlight the capability of Variational GTM to avoid data overfitting through active regularization.
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Exploration of a Text Collection and Identification of Topics by Clusteringion of the extracted topics was performed by comparison with previously defined thematic categories for which titles are available, and after assigning each cluster to one dominant category. The results show that repeated bisecting k-means performs better than standard k-means.
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Skill Combination for Reinforcement Learninge information coupling of states thus improving an agent’s learning. The experimental results demonstrate that the skills combination method can effectively reduce the learning space, and so accelerate the learning speed of the RL agent. We also show in the examples that different tasks can be solved by combining simple reusable skills.
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