Artificial Intelligence and Soft Computing : 13th International Conference, ICAISC 2014, Zakopane, Poland, June 1-5, 2014, Proceedings, Part II / 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 ; 8468.

Lecture Notes in Artificial Intelligence ; 8468

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, 822 pages) : 297 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:

Visual Dictionary Pruning Using Mutual Information and Information Gain

Mining Telecommunication Networks to Enhance Customer Lifetime Predictions

A Note on Machine Learning Approach to Analyze the Results of Pairwise Comparison Based Parametric Evaluation of Research Units

Bagging of Instance Selection Algorithms

Essential Attributes Generation for Some Data Mining Tasks

Visualizing Random Forest with Self Organising Map

B-Spline Smoothing of Feature Vectors in Nonnegative Matrix Factorization

Variants and Performances of Novel Direct Learning Algorithms for L2 Support Vector Machines

Evolving Parameters for a Noisy Biological System

The Impact of Alternative Approaches

Classification of EEG Signals Using Vector Quantization

Offline Text-Independent Handwriting Identification and Shape Modeling via Probabilistic Nodes Combination

Computer-Aided System for Automatic Classification of Suspicious Lesions in Breast Ultrasound Images

The Classifier for Prediction of Perioperative Complications in Cervical Cancer Treatment

Face Classification Based on Linguistic Description of Facial Features

Impact of Bayesian Network Model Structure on the Accuracy of Medical Diagnostic Systems

A New Three-Dimensional Facial Landmark in Recognition

Computer-Aided Off-Line Diagnosis of Epileptic Seizures

Active Region Approach for Segmentation of Medical Images

SCM-driven Tree View for Microarray Data

New Method for Dynamic Signature Verification Using Hybrid Partitioning

New Method for Dynamic Signature Verification Based on Global Features

Investigating the Rate of Failure of Asynchronous Gathering in a Swarm of Fat Robots with Limited Visibility

Modeling Context-Aware and Agent-Ready Systems for the Outdoor Smart Lighting

Problem of Agents Cooperation in Heterogeneous Graph-Based Knowledge Environment

Managing Machine's Motivations

Globalised Dual Heuristic Dynamic Programming in Tracking Control of the Wheeled Mobile Robot

Fuzzy Sensor-Based Navigation with Neural Tracking Control of the Wheeled Mobile Robot

Fuzzy and Neural Rotor Resistance Estimator for Vector Controlled Induction Motor Drives

ALMM Solver - A Tool for Optimization Problems

Tournament Searching Method for Optimization of the Forecasting Model Based on the Nadaraya-Watson Estimator

A New Algorithm for Identification of Significant Operating Points Using Swarm Intelligence

Artificial Bee Colony Algorithm Used for Reconstructing the Heat Flux Density in the Solidification Process

Simulations of Credibility Evaluation and Learning in a Web 2.0 Community

Optimization of Composite Structures Using Bio-inspired Methods

Applying Metamodels and Sequential Sampling for Constrained Optimization of Process Operations

A New Measure of Conflict and Hybrid Combination Rules in the Evidence Theory

On Measuring Association between Groups of Rankings in Recommender Systems

An Arduino-Simulink-Control System for Modern Hand Protheses

Solving Timetabling Problems on GPU

Scheduling Problem with Uncertain Parameters in Just in Time System

Variable Neighborhood Search for Non-deterministic Problems

Emergent Phenomena in Constrained 3D Layout Design

Brainy: A Machine Learning Library

Optimisation of Character n-gram Profiles Method for Intrinsic Plagiarism Detection

A Recommender System Based on Customer Reviews Mining

Complex System Analysis Using Softcomputing

Can the Generation of Test Cases for Unit Testing be Automated with Rules?

Implementing a Supply Chain Management Policy System Based on Rough Set Theory

What Is the Primary Language?

Signal Randomness Measure for BSS Ensemble Predictors

An Incremental Map-Matching Algorithm Based on Hidden Markov Model

Multi-class Classification: A Coding Based Space Partitioning

From Single Image to List of Objects Based on Edge and Blob Detection

Robust Face Recognition by Group Sparse Representation That Uses Samples from List of Subjects

Using Facial Asymmetry Properties and Hidden Markov Models for Biometric Authentication in Security Systems

Spatial Keypoint Representation for Visual Object Retrieval

On Orientation Sensitive Defuzzification Functionals

The Linguistic Modeling of Fuzzy System as Multicriteria Evaluator for the Multicast Routing Algorithms

Optimizing Inventory of a Firm under Fuzzy Data

An Approach to Cardinality of First Order Metasets

Fuzzy System for the Classification of Sounds of Birds Based on the Audio Descriptors

Generalized Tree-Like Self-Organizing Neural Networks with Dynamically Defined Neighborhood for Cluster Analysis

Nonnegative Matrix Factorization for Document Clustering: A Survey

Fuzzy c-Medoid Graph Clustering

A Spectral Clustering Algorithm Based on Eigenvector Localization

HiBi - The Algorithm of Biclustering the Discrete Data

Asymmetric k-means Clustering of the Asymmetric Self-Organizing Map

DenClust: A Density Based Seed Selection Approach for K-Means

Exploiting Structural Information of Data in Active Learning

On Mean Shift Clustering for Directional Data on a Hypersphere.

Other Format:

Printed edition:

ISBN:

978-3-319-07176-3

9783319071763

Access Restriction:

Restricted for use by site license.