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Titlebook: Artificial Intelligence and Soft Computing; 13th International C Leszek Rutkowski,Marcin Korytkowski,Jacek M. Zurad Conference proceedings

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期刊全称Artificial Intelligence and Soft Computing
期刊简称13th International C
影响因子2023Leszek Rutkowski,Marcin Korytkowski,Jacek M. Zurad
视频video
学科分类Lecture Notes in Computer Science
图书封面Titlebook: Artificial Intelligence and Soft Computing; 13th International C Leszek Rutkowski,Marcin Korytkowski,Jacek M. Zurad Conference proceedings
影响因子The two-volume set LNAI 8467 and LNAI 8468 constitutes the refereed proceedings of the 13th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2014, held in Zakopane, Poland in June 2014. The 139 revised full papers presented in the volumes, were carefully reviewed and selected from 331 submissions. The 69 papers included in the first volume are focused on the following topical sections: Neural Networks and Their Applications, Fuzzy Systems and Their Applications, Evolutionary Algorithms and Their Applications, Classification and Estimation, Computer Vision, Image and Speech Analysis and Special Session 3: Intelligent Methods in Databases. The 71 papers in the second volume are organized in the following subjects: Data Mining, Bioinformatics, Biometrics and Medical Applications, Agent Systems, Robotics and Control, Artificial Intelligence in Modeling and Simulation, Various Problems of Artificial Intelligence, Special Session 2: Machine Learning for Visual Information Analysis and Security, Special Session 1: Applications and Properties of Fuzzy Reasoning and Calculus and Clustering.
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Visual Dictionary Pruning Using Mutual Information and Information Gainvalue problems. The experimental session we have conducted has shown a positive effect of our modification, when applied to image classification by Support Vector Machines. The results showed that visual word selection based on modified Mutual Information in most cases wins over methods based on Inf
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Computer-Aided Off-Line Diagnosis of Epileptic Seizuresiagnosis trials. The proposed system is based on studies using real EEG records of patients with epilepsy as well as healthy subjects prepared in collaboration with the medical staff of the Ward of Neurology and Strokes of the Provincial Hospital of Zielona Góra, Poland.
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Leszek Rutkowski,Marcin Korytkowski,Jacek M. Zurad
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A Note on Machine Learning Approach to Analyze the Results of Pairwise Comparison Based Parametric Ete if the rules of evaluation can be expressed in a readable, transparent, and easy to interpret way. A further attempt was made at investigating consistency of the applied procedure and presentation of some observed anomalies.
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