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Titlebook: Engineering Applications of Neural Networks; 12th International C Lazaros Iliadis,Chrisina Jayne Conference proceedings 2011 IFIP Internati

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发表于 2025-3-21 16:09:08 | 显示全部楼层 |阅读模式
书目名称Engineering Applications of Neural Networks
副标题12th International C
编辑Lazaros Iliadis,Chrisina Jayne
视频video
概述State-of-the-art research.Fast-track conference proceedings.Unique visibility
丛书名称IFIP Advances in Information and Communication Technology
图书封面Titlebook: Engineering Applications of Neural Networks; 12th International C Lazaros Iliadis,Chrisina Jayne Conference proceedings 2011 IFIP Internati
描述The two-volume set IFIP AICT 363 and 364 constitutes the refereed proceedings of the 12th International Conference on Engineering Applications of Neural Networks, EANN 2011, and the 7th IFIP WG 12.5 International Conference, AIAI 2011, held jointly in Corfu, Greece, in September 2011. The 52 revised full papers and 28 revised short papers presented together with 31 workshop papers were carefully reviewed and selected from 150 submissions. The first volume includes the papers that were accepted for presentation at the EANN 2011 conference. They are organized in topical sections on computer vision and robotics, self organizing maps, classification/pattern recognition, financial and management applications of AI, fuzzy systems, support vector machines, learning and novel algorithms, reinforcement and radial basis function ANN, machine learning, evolutionary genetic algorithms optimization, Web applications of ANN, spiking ANN, feature extraction minimization, medical applications of AI, environmental and earth applications of AI, multi layer ANN, and bioinformatics. The volume also contains the accepted papers from the Workshop on Applications of Soft Computing to Telecommunication (A
出版日期Conference proceedings 2011
关键词adaptive systems; algorithmic learning; cognition; cognitive systems; intelligent data analysis; knowledg
版次1
doihttps://doi.org/10.1007/978-3-642-23957-1
isbn_softcover978-3-642-26954-7
isbn_ebook978-3-642-23957-1Series ISSN 1868-4238 Series E-ISSN 1868-422X
issn_series 1868-4238
copyrightIFIP International Federation for Information Processing 2011
The information of publication is updating

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https://doi.org/10.1057/9781137020703arious weather sensors feed the weather data to the simulator, and a weather agent developed using neuro-fuzzy hybridization computes the weather conditions over the flight plan of the mission. These rules are then used by the Mission Planning and Execution system that evaluates the effectiveness of military missions in various weather conditions.
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A Scale-Changeable Image Analysis Methods good at extracting spatial relationship from different components of image, thus it can be applied to formalize image semantics. Further it can be applied to object recognition or image classification tasks in future.
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Behavioral Profiles for Building Energy Performance Using eXclusive SOM methodology of an eXclusive Self-Organizing Map (XSOM) is proposed as an evolution of a Kohonen map with outlier rejection capabilities. As will be shown, XSOM characteristics fit perfectly with the targeted application areas.
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Support Vector Machines versus Artificial Neural Networks for Wood Dielectric Loss Factor Estimationient electro-thermal conditions applied during drying of wood and basic wood chemistry. Actually the best fit neural models that were developed in a previous effort of our research team were compared to the Kernels’ approaches in order to determine the optimal ones.
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Assessing and planning transcultural care,effectively measure the separation of a Liquid State Machine. This measure is then used as a fitness function in an evolutionary framework that searches for suitable liquid properties and architectures in order to optimize the performance of the trained readouts. Evaluation results demonstrate the effectiveness of the proposed approach.
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