Title Knowledge-based intelligent information and engineering systems. Part I : 12th international conference, KES 2008, Zagreb, Croatia, September 3-5, 2008 : proceedings / Ignac Lovrek, Robert J. Howlett, Lakhmi C. Jain (eds.)

Published Berlin : Springer, ©2008

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Description 1 online resource Series Lecture notes in computer science, 0302-9743 ; 5177. Lecture notes in artificial intelligence LNCS sublibrary: SL 7 - Artificial intelligence Lecture notes in computer science ; 5177. Lecture notes in computer science. Lecture notes in artificial intelligence LNCS sublibrary. SL 7, Artificial intelligence. Contents Intro -- Title Page -- Preface -- Organisation -- Table of Contents -- Assisting Human Decision Making with Intelligent Technologies -- Introduction -- Models of Decision Making -- Intelligence in Decision Support Systems -- An Example -- Design and Evaluation of Intelligent Decision Support Systems -- Future Trends -- References -- Driven by Compression Progress -- References -- Evolvable Hardware Architectures and Their Role in Fault Tolerant Computational Systems -- Legal Issues for Military Intelligent Decision-Making Technologies New Topics from Recent Interactive Evolutionary Computation Researches -- Virtual Humans: From Researcher's Fascination to Mass-Market Technology -- How Many Clusters Are There? -- An Essay on the Basic Notions of Clustering -- An Intelligent Traffic Light Control Based on Extension Neural Network -- Introduction -- Extension Neural Network -- Learning Algorithm of the ENN -- Operation Process of ENN -- The Proposed Traffic Light Control Method -- Experimental Results -- Conclusions -- References -- Design of an Auto-associative Neural Network by Using Design of Experiments Approach Introduction -- Data Driven Fault Detection -- Nonlinear Principle Components Analysis -- Design of Experiments -- Application to a Laboratory Model -- AANN Design by Using Taguchi DoE -- Conclusion -- References -- A New Implementation for High Speed Normalized Neural Networks in Frequency Space -- Introduction -- Theory of Fast Neural Networks Based on Cross Correlation in the Frequency Domain for Pattern Detection -- Subimage Normalization in the Frequency Space -- Conclusion -- References -- A New SOM Initialization Algorithm for Nonvectorial Data -- Introduction SOM Learning Algorithms for Nonvectorial Data -- The Initialization Algorithm for Median SOM -- Experimental Results -- Quality Criteria -- Evaluation of the Proposed Algorithm -- Validation of the Proposed Initialization Process -- Conclusions -- References -- Accelerated Gradient Learning Algorithm for Neural Network Weights Update -- Introduction -- Gradient Methods -- Square Approximation Gradient Method -- Parallel Decomposition -- Experimental Verification -- Conclusion -- References -- Neural Model-Based Segmentation of Image Motion -- Introduction -- Image Sequence Modeling Modeling the Background -- Modeling the Foreground -- Experimental Results -- Conclusions -- References -- Classification on Soft Labels Is Robust against Label Noise -- Introduction -- Previous Works -- Modelling Label Noise -- Experimental Setup -- Results -- Summary -- References -- Prediction of the Collapse Index by a Mamdani Fuzzy Inference System -- Introduction -- Collapse Mechanism and Data Structure -- Fuzzy Inference System -- Results and Discussion -- References Summary The three volume set LNAI 5177, LNAI 5178, and LNAI 5179, constitutes the refereed proceedings of the 12th International Conference on Knowledge-Based Intelligent Information and Engineering Systems, KES 2008, held in Zagreb, Croatia, in September 2008. The 316 revised papers presented were carefully reviewed and selected. The papers present a wealth of original research results from the field of intelligent information processing in the broadest sense; topics covered in the first volume are artificial neural networks and connectionists systems; fuzzy and neuro-fuzzy systems; evolutionary computation; machine learning and classical AI; agent systems; knowledge based and expert systems; intelligent vision and image processing; knowledge management, ontologies, and data mining; Web intelligence, text and multimedia mining and retrieval; and intelligent robotics and control Analysis gegevensverwerking data processing computertechnieken computer techniques computers samenleving society informatiesystemen information systems internet computerwetenschappen computer sciences kunstmatige intelligentie artificial intelligence datamining data mining Information and Communication Technology (General) Informatie- en communicatietechnologie (algemeen) Bibliography Includes bibliographical references and index Notes English Print version record Subject Electronic apparatus and appliances -- Automatic control -- Congresses Artificial intelligence -- Congresses Expert systems (Computer science) -- Congresses Informatique. Artificial intelligence Electronic apparatus and appliances -- Automatic control Expert systems (Computer science) Genre/Form proceedings (reports) Conference papers and proceedings Conference papers and proceedings. Actes de congrès. Form Electronic book Author Lovrek, Ignac Howlett, Robert J., 1954- Jain, L. C ISBN 9783540855637 3540855637 9788354085560 8354085562

Other Titles KES 2008

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