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Soft computing systems [[electronic resource] ] : design, management and applications / / edited by Ajith Abraham, Javier Ruiz-del-Solar, and Mario Köppen
| Soft computing systems [[electronic resource] ] : design, management and applications / / edited by Ajith Abraham, Javier Ruiz-del-Solar, and Mario Köppen |
| Pubbl/distr/stampa | Amsterdam ; ; Washington, DC, : IOS |
| Descrizione fisica | xiv, 902 p. : ill |
| Disciplina | 006.3 |
| Altri autori (Persone) |
AbrahamAjith <1968->
Ruiz-del-SolarJavier KöppenMario <1964-> |
| Collana | Frontiers in artificial intelligence and applications,Knowledge-based intelligent engineering systems |
| Soggetto topico |
Soft computing
Hybrid computers |
| ISBN |
9786610505753
1-60129-461-1 1-280-50575-3 600-00-0559-8 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910780249603321 |
| Amsterdam ; ; Washington, DC, : IOS | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Soft computing systems [[electronic resource] ] : design, management and applications / / edited by Ajith Abraham, Javier Ruiz-del-Solar, and Mario Köppen
| Soft computing systems [[electronic resource] ] : design, management and applications / / edited by Ajith Abraham, Javier Ruiz-del-Solar, and Mario Köppen |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Amsterdam ; ; Washington, DC, : IOS |
| Descrizione fisica | xiv, 902 p. : ill |
| Disciplina | 006.3 |
| Altri autori (Persone) |
AbrahamAjith <1968->
Ruiz-del-SolarJavier KöppenMario <1964-> |
| Collana | Frontiers in artificial intelligence and applications,Knowledge-based intelligent engineering systems |
| Soggetto topico |
Soft computing
Hybrid computers |
| ISBN |
9786610505753
1-60129-461-1 1-280-50575-3 600-00-0559-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Cover -- Title page -- Preface -- HIS'02 Technical Co-Sponsors -- HIS'02 Organization -- Contents -- 1. Abstracts of the Plenary Presentations -- 2. Neural Systems -- The Use of a Back Propagation Neural Network to Determine the Load Distribution on a Component -- Performance-guided Neural Network for Rapidly Self-organising Active Network Management -- An Automated Hybrid Reasoning System for Forecasting -- Rule Extraction from Bagged Neural Networks -- Nonlinear Principal Component Analysis to Preserve the Order of Principal Components -- A Neural Network Model of Rule-guided Behavior -- Selection of Models for Time Series Prediction via Meta-Learning -- Spiking Neurons in Clustering of Diabetic Retinopathy Data -- 3. Fuzzy Sets -- A Fuzzy Relatedness Measure for Determining Interestingness of Association Rules -- Factor Analysis with Qualitative Factors as Fuzzy Numbers -- An Imperfect String Matching Experience using Deformed Fuzzy Automata -- An XML-based Specification of Fuzzy Logic Controllers -- Comparison of Fuzzy Rule Selection Criteria for Classification Problems -- Linguistic Hedges: A Quantifier Based Approach -- 4. Evolutionary Computation -- Analyzing the Founder Effect in Simulated Evolutionary Processes using Gene Expression Programming -- Hybrid Evolutionary Multi-Objective Optimization Algorithms -- A Permutation Based Genetic Algorithm for RNA Secondary Structure Prediction -- Design of Strong Causal Fitness Functions -- Noise and Elitism in Evolutionary Computation -- 5. Machine Learning -- Anticipatory Computing with Autopoietic and (M,R) Systems -- An Efficient Algorithm in Optimal Partition Problem for Trees Induction -- Condition Monitoring, Root Cause Analysis and Decision Support on Urgency of Actions -- Towards a Unique Framework to Describe and Compare Diagnosis Approaches.
Experimental Evaluation of the PLA-based Permutation-Scheduling -- A Study of K-Nearest Neighbour as an Imputation Method -- Determining the Degree of Generalization using an Incremental Learning Algorithm -- Towards Landscape Analyses to Inform the Design of Hybrid Local Search for the Multiobjective Quadratic Assignment Problem -- Active Learning using One-class Classification -- Enhancing Real-World Applicability by Providing Confidence-in-Prediction in the XCS Classifier System -- Latent Semantic Indexing Based on Factor Analysis -- Document Oriented Modeling of Cellular Automata -- 6. Support Vector Machines and Kernel Methods -- An Empirical Comparison of Kernel Selection for Support Vector Machines -- Adaptive Support Vector Classifications -- Mercer's Kernel Based Learning for Fault Detection -- Performance Based Feature Identification for Intrusion Detection using Support Vector Machines -- 7. Features and Classification -- A Trainable Classifier via k Nearest Neighbors -- Combining Classifiers with Multimethod Approach -- Feature Extraction by Distance Neural Network in Classification Tasks -- Revealing Feature Interactions in Classification Tasks -- Ensembles in Practice: Predication, Estimation, Multi-Feature and Noisy Data -- 8. Data Mining -- Protoforms of Linguistic Data Summaries: Towards More General Natural-Language-based Data Mining Tools -- Sparse Distributed Memory with Adaptive Threshold -- UniLR: An Automated Fuzzy Legal Reasoner -- Set Approximation Quality Measures in the Variable Precision Rough Set Model -- A Data Preparation Bayesian Approach for a Clustering Genetic Algorithm -- Reconstruction of Conditional Distribution Field based on Empirical Data -- Bi-directional Flow of Information in the Softboard Architecture -- Voice Codification using Self Organizing Maps as Data Mining Tool. Identifying Patterns of Corporate Tax Payment -- Self-organized Data and Image Retrieval as a Consequence of Inter-dynamic Synergistic Relationships in Artificial Ant Colonies -- 9. Agent Architectures -- Designing Not-So-Dull Virtual Dolls -- SADISCO: A Scalable Agent Discovery and Composition Mechanism -- MAYBE - Multi-Agent Yield-Based Engineering : Improve Training in the Emergency Room Chain -- 3D-CG Avatar Motion Design by Means of Interactive Evolutionary Computation -- Alliance Formation with Several Coordinators -- 10. Web Computing -- Balancing Volume, Quality and Freshness in Web Crawling -- Learnable Topic-specific Web Crawler -- A Spatial Dimension for Searching the World Wide Web -- Building Yearbooks with RDF -- A Non-Deterministic versus Deterministic Algorithm for Searching Spatial Configurations -- Parallel Text Query Processing using Composite Inverted Lists -- 11. Interactive Systems -- Human Reasoning in Soft Computing -- A Focus and Constraint-based Genetic Algorithm for Interactive Directed Graph Drawing -- Dialogue Act Connectionist Detection in a Spoken Dialogue System -- A Trial Method to Create a Natural Interaction in Interactive Genetic Algorithm -- 12. Signal and Image Processing -- Eigenspace-based Face Recognition: A Comparative Study of Different Hybrid Approaches -- Pattern Recognition with Ultrasonic Sensor using Classification Methods -- A Color Pattern Recognition Problem based on the Multiple Classes Random Neural Network Model -- Jigsawing : A Method to Create Virtual Examples in OCR Data -- Model-based Restoration of Short-Exposure Solar Images -- Using a Helper FFN to Represent the Cost Function for Training DRNN's by Gradient Descent -- Scene-based Nonuniformity Correction Method using the Inverse Covariance Form of the Kalman Filter. Adaptive Bias Compensation for Non-Uniformity Correction on Infrared Focal Plane Array Detectors -- Combining Genetic Algorithms and Neural Networks to Build a Signal Pattern Classifier -- Accurate Human Face Extraction using Genetic Algorithm and Subspace Method -- The Evolutionary Learning Rule for System Identification in Adaptive Finite Impulse Filters -- 2D-Histogram Lookup for Low-Contrast Fault Processing -- 13. Industrial Applications -- A Railway Interlocking Safety Verification System based on Abductive Paraconsistent Logic Programming -- Complete Algorithm to Realize CI Model-based Control and Monitoring Strategies on Microcontroller Systems -- Using Genetic Algorithms for Minimizing the Production Costs of Hollow Core Slabs -- Recognizing Malicious Intention in an Intrusion Detection Process -- A Self-Growing Probabilistic Decision-based Neural Network with Applications to Anchor/Speaker Identification -- HyCAR - A Robust Hybrid Control Architecture for Autonomous Robots -- 14. Web and Multimedia Applications -- Clustering Web User Interests using Self Organising Maps -- Web Traffic Mining using a Concurrent Neuro-Fuzzy Approach -- Panoramic View System for Extracting Key Sentences based on Viewpoints and an Application to a Search Engine -- Frequent Flyer Points Calculator: More than just a Table Lookup -- A Large Benchmark Dataset for Web Document Clustering -- Simulating an Information Ecosystem within the WWW -- Author Index -- A -- B -- C -- D -- E -- F -- G -- H -- I -- J -- K -- L -- M -- N -- O -- P -- R -- S -- T -- V -- W -- X -- Y -- Z. |
| Record Nr. | UNINA-9910808220803321 |
| Amsterdam ; ; Washington, DC, : IOS | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
