Knowledge-Based Intelligent Information and Engineering Systems (häftad)
Häftad (Paperback / softback)
Antal sidor
2007 ed.
Springer-Verlag Berlin and Heidelberg GmbH & Co. K
4Howlett, Robert J.
XXIX, 1126 p.
235 x 158 x 39 mm
1298 g
Antal komponenter
1 Paperback / softback
Knowledge-Based Intelligent Information and Engineering Systems (häftad)

Knowledge-Based Intelligent Information and Engineering Systems

11th International Conference, KES 2007, Vietri sul Mare, Italy, September 12-14, 2007, Proceedings, Part III

Häftad Engelska, 2007-08-01
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These three volumes are a collection of the contributions presented to the joint th conferencesofKES2007,the11 InternationalConferenceonKnowledge-Based and Intelligent Information and Engineering Systems, and the WIRN 2007, the th 17 Italian Workshop on Neural Networks, held in Vietri sul Mare, Italy, in September 2007. TheformulabywhichKESconferencesgatherover500peopleeachyearfrom the four corners of the globe to discuss the topic of knowledge-based and int- ligent information and engineering systems is: an open mind with rigor. Within the vastuniverseofthe conferencescenteredaroundthekeywords"information" and "computational intelligence," we encourage in our meetings the o?ering of newideas andtechniques to givesolutions to the never-endingseriesof problems and challenges that our own intelligence poses. As a precious attribute of the human brain, we will never be disturbed by the novelty, and possibly the provocation, of new mental paradigms and h- ardous conjectures, especially if they are raised by fresh research teams. At the same time, we have riddled eachcontribution using the sieve of scienti?c quality, checking the rigor with which the ideas are illustrated, their understandability and the support of the theory or of the experimental evidence. The structure of the conference re?ects this philosophy. In addition to re- lartracksonthemain?eldsofthediscipline,weinvitedscientiststoproposes- sions focused on topics of high interest. Their response was generous and based onallsources,wereceivedsome1203submissions.Fromthisnumberwecollected 11 general track sessions and 47 invited sessions to make a total of 409 papers after a severe referee screening, an acceptance rate of 34%. Thus the reader may havefromthesevolumesanalmostexhaustiveoverviewofresearcher'sandprac- tioner'scurrentworkinthe?eldofinformationextractionandintelligentsystems.
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Intelligent Processing.- Blind Source Separation Applied to Spectral Unmixing: Comparing Different Measures of Nongaussianity.- Extracting Astrophysical Sources from Channel-Dependent Convolutional Mixtures by Correlated Component Analysis in the Frequency Domain.- Random Germs and Stochastic Watershed for Unsupervised Multispectral Image Segmentation.- Unsupervised Blind Separation and Debluring of Mixtures of Sources.- Unsupervised Detection of Mammogram Regions of Interest.- Fuzzy Adaptive Particle Filter for Localization of a Mobile Robot.- Fuzzy Combined Polynomial Neural Networks.- Human Machine Interface with Augmented Reality for the Network Based Mobile Robot.- Implementation of Vision Based Walking Assistant System for Biped Robot.- The Development of Interactive Feature Selection and GA Feature Selection Method for Emotion Recognition.- A Consideration on the Learning Performances of the Hierarchical Structure Learning Automata (HSLA) Operating in the General Nonstationary Multiteacher Environment.- Fast Statistical Learning Algorithm for Feature Generation.- Human Three-Dimensional Modeling Based on Intelligent Sensor Fusion for a Tele-operated Mobile Robot.- Optimal Convergence in Multi-Agent MDPs.- Reinforcement Learning Scheme for Grouping and Anti-predator Behavior.- Three-Dimensional Classification of Insect Neurons Using Self-organizing Maps.- A Modified SVM Classification Algorithm for Data of Variable Quality.- A Neuro-fuzzy Approach for Sensor Network Data Cleaning.- Exploiting Uncertain Data in Support Vector Classification.- Fuzzy-Input Fuzzy-Output One-Against-All Support Vector Machines.- Learning Bayesian Networks Using Evolutionary Algorithm and a Variant of MDL Score.- Reliable Learning: A Theoretical Framework.- SVM with Random Labels.- A Neural-Based Approach to Facial Expression Mapping Between Human and Robot.- Interpretable Likelihood for Vector Representable Topic.- Learning Evaluation Functions of Shogi Positions from Different Sets of Games.- Nominally Piecewise Multiple Regression Using a Four-Layer Perceptron.- Pivot Learning for Efficient Similarity Search.- Prediction of Link Attachments by Estimating Probabilities of Information Propagation.- A Kernel Based Learning by Sample Technique for Defect Identification Through the Inversion of a Typical Electric Problem.- Adaptive Neural Network Approach for Nonlinearity Compensation in Laser Interferometer.- An Application of Machine Learning Methods to PM10 Level Medium-Term Prediction.- Handwritten Greek Character Recognition with Learning Vector Quantization.- Models for Identifying Structures in the Data: A Performance Comparison.- Neural Network Prediction of the Roll Motion of a Ship for Intelligent Course Control.- Real Time Reader Device for Blind People.- SVM-Based Time Series Prediction with Nonlinear Dynamics Methods.- A Bio-soft Computing Approach to Re-arrange a Flexible Manufacturing Robot.- A Fuzzy Measure Identification Method by Diamond Pairwise Comparisons: AHP Scales and Grabish's Graphical Interpretation.- A Self-adaptive Evolutionary Negative Selection Approach for Home Anomaly Events Detection.- An Alternative Measure: Chinese Urbanization.- An Analysis of Feelings of Brassiere-Wearing and Possibility to Simulate Them Based on Body Shape.- Certificate and Authority Application Based on Grid Environment.- Comparison of Consumer Behaviors in Taiwan Non-store Channels.- DNA Computing Approach to Management Engineering.- Dynamic Tracking System for Object Recognition.- Fuzzy Group Assessment for Facility Location Decision.- Judgment on Consistency of Human Feelings in Paired Comparison.- Relationship Between Alarm of Collision Alarm System and Driver's Operation of Brakes.- Study of a Numerical Simulation for Computing to Accurate Cutting with High-Velocity Waterjet.- Information Theoretic Learning for Inverse Problem Resolution in Bio-electromagnetism.- Modeling of Passive Electronic Circuits with Sensitivity Analysis Dedica