Screen LibraryArtificial intelligence and soft computing : 12th International Conference, ICAISC 2013, Zakopane, Poland, June 9-13, 2013 : proceedings. Part I /
The two-volume set LNAI 7894 and LNCS 7895 constitutes the refereed proceedings of the 12th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2013, held in Zakopane, Poland in June 2013. The 112 revised full papers presented together with one invited paper were carefully...
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| Corporate Authors: | ; |
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| Group Author: | |
| Published: |
Springer,
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| Publisher Address: | Berlin : |
| Publication Dates: | [2013] |
| Literature type: | eBook |
| Language: | English |
| Series: |
Lecture notes in artificial intelligence ;
7894 LNCS sublibrary. SL 7, Artificial intelligence |
| Subjects: | |
| Online Access: |
http://dx.doi.org/10.1007/978-3-642-38658-9 |
| Summary: |
The two-volume set LNAI 7894 and LNCS 7895 constitutes the refereed proceedings of the 12th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2013, held in Zakopane, Poland in June 2013. The 112 revised full papers presented together with one invited paper were carefully reviewed and selected from 274 submissions. The 57 papers included in the first volume are organized in the following topical sections: neural networks and their applications; fuzzy systems and their applications; pattern classification; and computer vision, image and speech analysis. |
| Item Description: |
International conference proceedings. Includes author index. |
| Carrier Form: | 1 online resource (xxii, 637 pages) : illustrations (black and white) |
| ISBN: |
9783642386589 (electronic book) 364238658X (electronic book) |
| Index Number: | Q334 |
| CLC: | TP18-532 |
| Contents: |
Neural Networks and Their Applications. Neural Data Analysis: Ensemble Neural Network Rule Extraction Approach and Its Theoretical and Historical Backgrounds / A New Method of Centers Location in Gaussian RBF Interpolation Networks / Parallel Approach to Learning of the Recurrent Jordan Neural Network / Agent-Based Population Learning Algorithm for RBF Network Tuning / Forecasting Time Series with Multiple Seasonal Cycles Using Neural Networks with Local Learning / Reinforcement Learning in Discrete Neural Control of the Underactuated System / Associative Text Representation and Correction / Some Aspects of Neural Network State Variable Estimator Improvement in Induction Motor Drive / The Echo State Network on the Graphics Processing Unit / Solution of Inverse Kinematics by PSO Based on Split and Merge of Particles / Probabilistic Neural Network Structure Reduction for Medical Data Classification / Development of Explicit Neural Predictive Control Algorithm Using Particle Swarm Optimisation / Designing of State-Space Neural Model and Its Application to Robust Fault Detection / Employing Self-Organizing Map for Fraud Detection / A Study on the Scalability of Artificial Neural Networks Training Algorithms Using Multiple-Criteria Decision-Making Methods / Testing the Generalization of Feedforward Neural Networks with Median Neuron Input Function / Biological Plausibility in an Artificial Neural Network Applied to Real Predictive Tasks / Random Sieve Based on Projections for RBF Neural Net Structure Selection / Eigenvalue Spectra of Functional Networks in fMRI Data and Artificial Models / Fuzzy Systems and Their Applications. A Multi-objective Subtractive FCM Based TSK Fuzzy System with Input Selection, and Its Application to Dynamic Inverse Modelling of MR Dampers / Hybrid State Variables - Fuzzy Logic Modelling of Nonlinear Objects / Properties of Plausibility Conflict of Belief Functions / The Use of Intuitionistic Fuzzy Values in Rule-Base Evidential Reasoning / Financial Stock Data and Ordered Fuzzy Numbers / Diversity of Opinion Evaluated by Ordered Fuzzy Numbers / Hardware Implementation of P1-TS Fuzzy Rule-Based Systems on FPGA / Evolutionary Strategy for the Fuzzy Flip-Flop Neural Networks Supervised Learning Procedure / Air Traffic Incidents Analysis with the Use of Fuzzy Sets / Automatic Design of Interpretable Fuzzy Partitions with Variable Granularity: An Experimental Comparison / A New Method for Designing and Complexity Reduction of Neuro-fuzzy Systems for Nonlinear Modelling / Modelling Financial High Frequency Data Using Ordered Fuzzy Numbers / The Modified Sequential-Binary Approach for Fuzzy Operations on Correlated Assessments / Flexible and Simple Methods of Calculations on Fuzzy Numbers with the Ordered Fuzzy Numbers Model / The Use of Fuzzy Numbers in the Process of Designing Relational Fuzzy Cognitive Maps / Metasets, Intuitionistic Fuzzy Sets and Uncertainty / A New Similarity Function for Generalized Trapezoidal Fuzzy Numbers / Fuzzy Granulation Approach to Color Digital Picture Recognition / Pattern Classification. Pruning One-Class Classifier Ensembles by Combining Sphere Intersection and Consistency Measures / SUCCESS: A New Approach for Semi-supervised Classification of Time-Series / A New Method of Improving Classification Accuracy of Decision Tree in Case of Incomplete Samples / Pattern Classification -- Adaptation of Decision Trees for Handling Concept Drift / Hesitant Neural Gas for Supervised and Semi-supervised Classification / Intuitionistic Fuzzy Classifier for Imbalanced Classes / Novel Algorithm for the On-Line Signature Verification Using Selected Discretization Points Groups / Computer Vision, Image and Speech Analysis. Speech Enhancement in Noisy Environments in Hearing Aids Driven by a Tailored Gain Function Based on a Gaussian Mixture Model / Two-Dimensional Hidden Markov Models for Pattern Recognition / Video Compression Algorithm Based on Neural Networks / Online Crowdsource System Supporting Ground Truth Datasets Creation / Object Detection by Simple Fuzzy Classifiers Generated by Boosting / Road Surface Recognition System Based on Its Picture / Landmine Detection in 3D Images from Ground Penetrating Radar Using Haar-Like Features / Synchronizing Speech Mixtures in Speech Separation Problems under Reverberant Conditions / Neuronal Model-Based Image Reconstruction from Projections Method / Representation of Edge Detection Results Based on Graph Theory / A Novel Graph-Based Descriptor for Object Matching / Extraction of Objects from Images Using Density of Edges as Basis for GrabCut Algorithm / Computer Vision Based Method for Real Time Material and Structure Parameters Estimation Using Digital Image Correlation, Particle Filtering and Finite Element Method / |