Artificial Intelligence and Soft Computing : 13th International Conference, ICAISC 2014, Zakopane, Poland, June 1-5, 2014, Proceedings, Part I / edited by Leszek Rutkowski, Marcin Korytkowski, Rafał Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada.

Format:

Book

Contributor:

Rutkowski, Leszek, editor.

Korytkowski, Marcin, editor.

Scherer, Rafał, editor.

Tadeusiewicz, Ryszard, editor.

Zadeh, Lotfi A. (Lotfi Asker), editor.

Zurada, Jacek M., editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

Lecture notes in computer science. Lecture notes in artificial intelligence ; 8467.

Lecture Notes in Artificial Intelligence ; 8467

Language:

English

Subjects (All):

Artificial intelligence.

Application software.

Computers.

Database management.

Information storage and retrieval.

Optical data processing.

Artificial Intelligence.

Information Systems Applications (incl. Internet).

Computation by Abstract Devices.

Database Management.

Information Storage and Retrieval.

Computer Imaging, Vision, Pattern Recognition and Graphics.

Local Subjects:

Artificial Intelligence.

Information Systems Applications (incl. Internet).

Computation by Abstract Devices.

Database Management.

Information Storage and Retrieval.

Computer Imaging, Vision, Pattern Recognition and Graphics.

Physical Description:

1 online resource (XXVIII, 820 pages) : 295 illustrations.

Edition:

First edition 2014.

Contained In:

Springer eBooks

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2014.

System Details:

text file PDF

Summary:

The two-volume set LNAI 8467 and LNAI 8468 constitutes the refereed proceedings of the 13th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2014, held in Zakopane, Poland in June 2014. The 139 revised full papers presented in the volumes, were carefully reviewed and selected from 331 submissions. The 69 papers included in the first volume are focused on the following topical sections: Neural Networks and Their Applications, Fuzzy Systems and Their Applications, Evolutionary Algorithms and Their Applications, Classification and Estimation, Computer Vision, Image and Speech Analysis, and Special Session 3: Intelligent Methods in Databases. The 71 papers in the second volume are organized in the following subjects: Data Mining, Bioinformatics, Biometrics and Medical Applications, Agent Systems, Robotics and Control, Artificial Intelligence in Modeling and Simulation, Various Problems of Artificial Intelligence, Special Session 2: Machine Learning for Visual Information Analysis and Security, Special Session 1: Applications and Properties of Fuzzy Reasoning and Calculus, and Clustering.

Contents:

Hybrid System of ART and RBF Neural Networks for Classification of Vibration Signals and Operational States of Wind Turbines

The Parallel Approach to the Conjugate Gradient Learning Algorithm for the Feedforward Neural Networks

A Cascade Neural Network Architecture Investigating Surface Plasmon Polaritons Propagation for Thin Metals in OpenMP

Application of Support Vector Machines, Convolutional Neural Networks and Deep Belief Networks to Recognition of Partially Occluded Objects

A New Multilayer Perceptron Initialisation Method with Selection of Weights on the Basis of the Function Variability

Soft Committee Machine Using Simple Derivative Term

Representations of Highly-Varying Functions by One-Hidden-Layer Networks

Non-Euclidean Principal Component Analysis for Matrices by Hebbian Learning

Spin-Glass Implementation of a Hopfield Neural Structure

Neural-Network Based Robust FTC: Application to Wind Turbines

An Improved Adaptive Self-Organizing Map

Usage of the TRACO Compiler for Neural Network Parallelization

Training Neural Networks on Noisy Data

Principal Component Analysis to Reduce Forecasting Error of Industrial Energy Consumption in Models Based on Neural Networks

Boundedness of Weight Elimination for BP Neural Networks

New Method for Nonlinear Fuzzy Correction Modelling of Dynamic Objects

Intuitionistic Fuzzy Decision Trees - A New Approach

An Industrial Fuzzy PID Autotuner Based on the Relay Method

A New Pseudo-metric for Fuzzy Sets

New Method for Design of Fuzzy Systems for Nonlinear Modelling Using Different Criteria of Interpretability

Fuzzy Reinforcement Learning for Dynamic Power Control in Cognitive Radio Networks

On Multi-subjectivity in Linguistic Summarization of Relational Databases

The Learning of Neuro-Fuzzy Classifier with Fuzzy Rough Sets for Imprecise Datasets

Aggregation Operator for Ordered Fuzzy Numbers Concerning the Direction

The Idea for the Integration of Neuro-Fuzzy Hardware Emulators with Real-Time Network

Hierarchical Fuzzy Logic Systems. Current Research and Perspectives

Application of Models of Relational Fuzzy Cognitive Maps for Prediction of Work of Complex Systems

Color Digital Picture Recognition Based on Fuzzy Granulation Approach

Clustering of Vehicle Usage Behavior by Means of Artificial Bee Colony

Search Space Analysis for the Combined Mathematical Model (Linear and Nonlinear) of the Water Distribution Network Design Problem

Archive Management in Interactive Evolutionary Computation with Minimum Requirement for Human User's Fitness Evaluation Ability

Investigation of Mutation Strategies in Differential Evolution for Solving Global Optimization Problems

Robust Consensus: A New Measure for Multicriteria Robust Group Decision Making Problems Using Evolutionary Approach

Preliminary Study on the Particle Swarm Optimization with the Particle Performance Evaluation

Numerical Optimal Control of Integral-Algebraic Equations Using Differential Evolution with Fletcher's Filter

Multi-chaotic Differential Evolution: A Preliminary Study

Evolutionary Multi-modal Optimization with the Use of Multi-objective Techniques

Aspects of the Selection of the Structure and Parameters of Controllers Using Selected Population Based Evolutionary Approach with Multiple Quality Criteria for Controller Design

Optimization of Router Deployment for Sensor Networks Using Genetic Algorithm

On Applying Evolutionary Computation Methods to Optimization of Vacation Cycle Costs in Finite-Buffer Queue

On Convergence of Evolutionary Algorithms Powered by Non-random Generators

A Semantic Kernel for Text Classification Based on Iterative Higher-Order Relations between Words and Documents

Nonparametric Extension of Regression Functions Outside Domain

Nonparametric Function Fitting in the Presence of Nonstationary Noise

One-Class Classification Decomposition for Imbalanced Classification of Breast Cancer Malignancy Data

Comparison of Tree-Based Ensembles in Application to Censored Data

Advanced Oblique Rule Generating Based on PCA

Statistical Assessment of Signal and Image Symmetries

Statistical Classifier with Ordered Decisions as an Image Based Controller with Application to Gas Burners

Crop Classification Using Different Color Spaces and RBF Neural Networks

Small Sample Size in High Dimensional Space - Minimum Distance Based Classification

Failures Prediction in the Cold Forging Process Using Machine Learning Methods

An Approach for Imperfection Propagation: Application to Land Cover Change Prediction

Large-Scale Region-Based Multimedia Retrieval for Solar Images

Three-Dimensional Urban-Type Scene Representation in Vision System of Unmanned Flying Vehicles

Classification of Dynamic Sequences of 3D Point Clouds

Texture Image Classification with Improved Weber Local Descriptor

Different Orderings and Visual Sequence Alignment Algorithms for Image Classification

Surface Mixture Models for the Optimization of Object Boundary Representation

Video Compression Algorithm Based on Neural Network Structures

A New Image Reconstruction from Projections Algorithm

Discovering Multi-sense Features from Images Using Random Indexing

Recognition of Signed Expressions Using Symbolic Aggregate Approximation

Dimensionality Reduction of Dynamic Animations Using HO-SVD

Big Data Paradigm Developed in Volunteer Grid System with Genetic Programming Scheduler

Novel Algorithm for Translation from Image Content to Semantic Form

Recommendations and Object Discovery in Graph Databases Using Path Semantic Analysis

Belief Propagation during Data Integration in a P2P Network.

Other Format:

Printed edition:

ISBN:

978-3-319-07173-2

9783319071732

Access Restriction:

Restricted for use by site license.