Artificial Intelligence and Soft Computing: 11th International Conference, ICAISA 2012, Zakopane, Poland, April 29 - 3 May, 2012, Proceedings, Part II

ISBN-13: 9783642293498 / Angielski / Miękka / 2012 / 720 str.

Leszek Rutkowski;Marcin Korytkowski;Rafał Scherer

Opis

The two-volume set LNAI 7267 and 7268 (together with LNCS 7269 ) constitutes the refereed proceedings of the 11th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2012, held in Zakopane, Poland in April/ May 2012. The 212 revised full papers presented were carefully reviewed and selected from 483 submissions. The papers are organized in topical sections on neural networks and their applications, computer vision, image and speech analysis, data mining, hardware implementation, bioinformatics, biometrics and medical applications, concurrent parallel processing, agent systems, robotics and control, artificial intelligence in modeling and simulation, various problems od artificial intelligence.

Spis treści

art I: Data Mining.-Dependency Analysis in Ontology-Driven Content-Based Systems.-Measuring Web Page Similarity Based on Textual and Visual Properties.-New Specifics for a Hierarchial Estimator Meta-algorithm.-Fast Plagiarism Detection by Sentence Hashing.-Enriching Domain-Specific Language Models Using Domain Independent WWW N-Gram Corpus.-On the Structure of Indiscernibility Relations Compatible with a Partially Ordered Set.-On Pre-processing Algorithms for Data Stream.-Simple Incremental Instance Selection Wrapper for Classification.-Mining of Multiobjective Non-redundant Association Rules in Data Streams.-On Fuzzy Clustering of Data Streams with Concept Drift.-On Resources Optimization in Fuzzy Clustering of Data Streams.-A Comparison of Complexity Selection Approaches for Polynomials Based on: Vapnik-Chervonenkis Dimension, Rademacher Complexity and Covering Numbers.-Sample Complexity of Linear Learning Machines with Different Restrictions over Weights.-A Clustering Algorithm Based on Distinguishability for Nominal Attributes .-Retrieving Informative Content from Web Pages with Conditional Learning of Support Vector Machines and Semantic Analysis.-Enhancing Recognition of a Weak Class – Comparative Study Based on Biological Population Data Mining.-Foundations of Rough Biclustering.-ORG - Oblique Rules Generator.-Mini-models – Local Regression Models for the Function Approximation Learning.-A Cluster Validity Index for Hard Clustering.-A New Hierarchical Clustering Algorithm.-An Application of the Self-Organizing Map to Multiple View Unsupervised Learning.-Graphical Models as Surrogates for Complex Ground Motion Models.-Text Classifiers for Automatic Articles Categorization.-Part II: Hardware Implementation.-Structure Searching for Adaptive Spring Networks for Shape Programming in 3D.-Implementation of Fuzzy Logic Controller in FPGA Circuit for Guiding Electric Wheelchair.-Real-Time On-Line-Learning Support Vector Machine Based on a Fully-Parallel Analog VLSI Processor.-Part III: Bioinformatics, Biometrics and Medical Applications COID-FDCM: The Fuzzy Maintained Dendritic Cell Classification Method.-Multilayer Neural Networks with Receptive Fields as a Model for the Neuron Reconstruction Problem.-Human Gait Recognition Based on Signals from Two Force Plates.-Prediction of Radical Hysterectomy Complications for Cervical Cancer Using Computational Intelligence Methods.-Improved Fuzzy Entropy Algorithm for X-Ray Pictures Preprocessing.-Influence of Facial Asymmetry on Human Recognition.-Feature Selection Based on Activation of Signaling Pathways Applied for Classification of Samples in Microarray Studies.-Feasibility of Error-Related Potential Detection as Novelty Detection Problem in P300 Mind Spelling.-Class-Adaptive Denoising for EEG Data Classification.-Analysis and Classification of EEG Data: An Evaluation of Methods.-Surrogate Measures of Thickness in the Regime of Limited Image Resolution: Part 1: Fuzzy Distance Transform.-eBi – The Algorithm for Exact Biclustering.-Application of Neural Networks in Assessing Changes around Implant after Total Hip Arthroplasty .-Forecasting Wear of Head and Acetabulum in Hip Joint Implant.-Fingerprint Recognition Based on Minutes Groups Using Directing Attention Algorithms.-Surrogate Measures of Thickness in the Regime of Limited Image Resolution: Part 2: Granulometry.-Novel Algorithm for the On-Line Signature Verification.-Part IV: Concurrent Parallel Processing.-Concept of Nonlinear Orthogonal Filter of Volterra-Wiener Class Realization Using Multiprocessor Platform.-Fast Parallel Cost Function Calculation for the Flow Shop Scheduling Problem.-Solving the Flexible Job Shop Problem on GPU.-Automatic Privatization for Parallel Execution of Loops.-Efficient Parallel Computation of the Stochastic MV-PURE Estimator by the Hybrid Steepest Descent Method.-Part V: Agent Systems, Robotics and Control Distributed Computing in Sensor Networks Using Multi-agent Systems and Code Morphing.-Multi-agent System for Parallel Road Network Hierarchization.-Hybrid Position/Force Control of the SCORBOT-ER 4pc Manipulator with Neural Compensation of Nonlinearities.-Opportunistic Motivated Learning Agents.-Neural Dynamic Programming in Reactive Navigation of Wheeled Mobile Robot.-Modified Model-Free Adaptive Controller for a Nonlinear Rotor System.-A Centralized Multi-Robot Task Allocation for Industrial Plant Inspection by Using A* and Genetic Algorithms.-A Symbiotic Lenticular Airship for WiSAR Missions.-A New CNN-Based Method of Path Planning in Dynamic Environment .-Artificial Neural Network Ensemble Approach for Creating a Negotiation Model with Ethical Artificial Agents.-Industrial Control System Based on Data Processing.-Agent-Based Modelling and Simulation: Examples from Competitive Market and Group Dynamics.-Will a Robot Be a Human?.-Part VI: Artificial Intelligence in Modeling and Simulation Fractal Modelling of Various Wind Characteristics for Application in a Cybernetic Model of a Wind Turbine.-Selecting Representative Prototypes for Prediction the Oxygen Activity in Electric Arc Furnace.-Stability Analysis of the Neural Network Based Fault Tolerant Control for the Boiler Unit.-Variable Selection in the Kernel Regression Based Short-Term Load Forecasting Model.-Software Modeling Language with Frames and Multi-abstractions: An Overview.-Enriching Business Processes with Rules Using the Oryx BPMN Editor.-Solving Ramified Optimal Transport Problem in the Bayesian Influence Diagram Framework.-Knowledge Based Model for Scheduling in Failure Modes.-Modified Approximation Based Optimization Strategy.-Multiplicative ICA Algorithm for Interaction Analysis in Financial Markets.-Fuzzy Availability Analysis of Web Systems by Monte-Carlo Simulation.-Distance Examination with Computer Aided Analysis – E-matura Platform.-Simulation of the Behavior of Disc-Spring Valve Systems with the Fuzzy Inference Systems and Artificial Neural Networks.-Part VII: Various Problems od Artificial Intelligence.-System for Independent Living – New Opportunity for Visually Impaired.-A Clustering-Based Methodology for Selection of Fault Tolerance Techniques.-Improving PAWS by the Island Confinement Method.-Hypergraph Distributed Adaptive Design Supported by Hypergraph Replication.-Extended CDC vs Other Formalisms – The Comperative Analysis of the Models for Spatio-temporal Reasoning.-Interval Probabilities of State Transitions in Probabilistic Automata.-A New Method to Construct of Interpretable Models of Dynamic Systems.-Hybrid Anticipatory Networks.-A Question Answer Approach to Building Semantic Memory.-Enhanced Approach of Traffic Profiling for Dimensioning of Mobile Wireless Networks.-