Neural Information Processing : 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part I19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part IV / edited by Tingwen Huang, Zhigang Zeng, Chuandong Li, Chi Sing Leung.

Format:

Book

Contributor:

Huang, Tingwen, editor.

Tseng, Tommaso, editor.

Li, Chuandong, editor.

Leung, Chi Sing, editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

LNCS sublibrary. Theoretical computer science and general issues ; SL 1, 7666.

Theoretical Computer Science and General Issues ; 7666

Language:

English

Subjects (All):

Computers.

Artificial intelligence.

Pattern perception.

Data mining.

Computer simulation.

Optical data processing.

Computation by Abstract Devices.

Artificial Intelligence.

Pattern Recognition.

Data Mining and Knowledge Discovery.

Simulation and Modeling.

Image Processing and Computer Vision.

Local Subjects:

Computation by Abstract Devices.

Artificial Intelligence.

Pattern Recognition.

Data Mining and Knowledge Discovery.

Simulation and Modeling.

Image Processing and Computer Vision.

Physical Description:

1 online resource (XXII, 710 pages) : 305 illustrations.

Edition:

First edition 2012.

Contained In:

Springer eBooks

Place of Publication:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012.

System Details:

text file PDF

Summary:

The five volume set LNCS 7663, LNCS 7664, LNCS 7665, LNCS 7666 and LNCS 7667 constitutes the proceedings of the 19th International Conference on Neural Information Processing, ICONIP 2012, held in Doha, Qatar, in November 2012. The 423 regular session papers presented were carefully reviewed and selected from numerous submissions. These papers cover all major topics of theoretical research, empirical study and applications of neural information processing research. The 5 volumes represent 5 topical sections containing articles on theoretical analysis, neural modeling, algorithms, applications, as well as simulation and synthesis.

Contents:

Neural Network Learning for Blind Source Separation with Application in Dam Safety Monitoring

Improved BTC Algorithm for Gray Scale Images Using K-Means Quad Clustering

Optimization of a Neural Network for Computer Vision Based Fall Detection with Fixed-Point Arithmetic

Customer Relationship Management Using Partial Focus Feature Reduction

An Automated System for the Grading of Diabetic Maculopathy in Fundus Images

An Iterative Method for a Class of Generalized Global Dynamical System Involving Fuzzy Mappings in Hilbert Spaces

Estimation of Missing Precipitation Records Using Modular Artificial Neural Networks

Office Employees Authentication Based on E-exam Techniques

Obtaining Single Document Summaries Using Latent Dirichlet Allocation

Object Recognition Using Sparse Representation of Overcomplete Dictionary

PEAQ Compatible Audio Quality Estimation Using Computational Auditory Model.- A System for Offline Character Recognition Using Auto-encoder Networks

TrafficS: A Behavior-Based Network Traffic Classification Benchmark System with Traffic Sampling Functionality

Harmony Search with Multi-Parent Crossover for Solving IEEE-CEC2011 Competition Problems

New Intelligent Interactive Automated Systems for Design of Machine Elements and Assemblies.- Neural Networks Based Aerial Images Segmentation Method

Frontal Cortex Neural Activities Shift Cognitive Resources Away from Facial Activities in Real-Time Problem Solving

Implement Real-Time Polyphonic Pitch Detection and Feedback System for the Melodic Instrument Player

Classification of Interview Sheets Using Self-Organizing Maps for Determination of Ophthalmic Examinations

Sound-Based Ranging System in Greenhouse Environment with Multipath Effect Compensation Using Artificial Neural Network

Multimedia Educational Content for Saudi Deaf

Grasping Region Identification in Novel Objects Using Microsoft Kinect

Annotating Words Using WordNet Semantic Glosses

Identification of Moving Vehicle Trajectory Using Manifold Learning

Approaches for the Detection of the Keywords in Spoken Documents Application for the Field of E-Libraries.- Fast Affine Invariant Shape Matching from 3D Images Based on the Distance Association Map and the Genetic Algorithm

Sparse Gradient-Based Direct Policy Search

Application of Sampling Theory to Forecast Ozone by Neural Network

Application of Genetic Neural Networks for Modeling of Active Devices

Displacement Prediction Model of Landslide Based on Ensemble of Extreme Learning Machine

Effective Handwriting Recognition System Using Geometrical Character Analysis Algorithms

The Use of ASM Feature Extraction and Machine Learning for the Discrimination of Members of the Fish Ectoparasite Genus Gyrodactylus

DBNs-BLR (MCMC) -GAs-KNN: A Novel Framework of Hybrid System for Thalassemia Expert System.- Hybrid Approach for Diagnosing Thyroid, Hepatitis, and Breast Cancer Based on Correlation Based Feature Selection and Na ̈ıve Bayes

Data Discretization Using the Extreme Learning Machine Neural Network

Bayesian Variable Selection in Neural Networks for Short-Term Meteorological Prediction.- Integrated Problem Solving Steering Framework on Clash Reconciliation Strategies for University Examination Timetabling Problem.- A Data Gathering Scheme in Wireless Sensor Networks Using a Spiking Neural Network with Simple Local Information

Utilizing Symbolic Representation in Synergistic Neural Networks Classifier of Control Chart Patterns

Semantic Analysis of FBI News Reports

Regularized Signal Deconvolution Based on Hybrid Swarm Intelligence: Application to Neutron Imaging

Artificial Bees Colony Optimized Neural Network Model for ECG Signals Classification

Single-Trial Multi-channel N170 Estimation Using Linear Discriminant Analysis (LDA).- EEG Based Foot Movement Onset Detection with the Probabilistic Classification Vector Machine

Neural Networks Based System for the Supervision of Therapeutic Exercises.- Fuzzy Model for Detection and Estimation of the Degree of Autism Spectrum Disorder

Detecting Different Tasks Using EEG-Source-Temporal Features

Artificial Neural Network Classification Models for Stress in Reading

Performance Evaluation of TCP and UDP Traffic in IEEE 1451 Compliant Healthcare Infrastructure

Power and Task Management in Wireless Body Area Network Based Medical Monitoring Systems

Feature Salience for Neural Networks: Comparing Algorithms.- Adaptive Modeling of HRTFs Based on Reinforcement Learning

Damage Pattern Recognition of Refractory Materials Based on BP Neural Network.- Robust and Optimum Features for Persian Accent Classification Using Artificial Neural Network

Identification of Factors Characterising Volatility and Firm-Specific Risk Using Ensemble Classifiers

Fuzzy Classification-Based Control of Wheelchair Using EEG Data to Assist People with Disabilities.- EEG-Based Emotion Recognition in Listening Music by Using Support Vector Machine and Linear Dynamic System

Analysis of Genetic Disease Hemophilia B by Using Support Vector Machine

EEG-Based Fatigue Classification by Using Parallel Hidden Markov Model and Pattern Classifier Combination

A Novel Approach to Protein Structure Prediction Using PCA or LDA Based Extreme Learning Machines.- Hierarchical Parallel PSO-SVM Based Subject-Independent Sleep Apnea Classification.- Air Quality Monitoring and Prediction System Using Machine-to-Machine Platform.- An Extension of the Consensus-Based Bundle Algorithm for Group Dependant Tasks with Equipment Dependencies

From e-Learning to m-Learning: Context-Aware CBR System

Extreme Learning Machines for Intrusion Detection Systems

A Self-Organizing Maps Multivariate Spatio-temporal Approach for the Classification of Atmospheric Conditions

An Online Signature Verification System for Forgery and Disguise Detection

A Modular Approach to Support the Multidisciplinary Design of Educational Game Experiences

Touch-Based Mobile Phone Interface Guidelines and Design Recommendations for Elderly People: A Survey of the Literature

A Novel Paradigm for Mining Cell Phenotypes in Multi-tag Bioimages Using a Locality Preserving Nonlinear Embedding

SNEOM: A Sanger Network Based Extended Over-Sampling Method. Application to Imbalanced Biomedical Datasets

Abductive Neural Network Modeling for Hand Recognition Using Geometric Features

Designing Serious Games for Adult Students with Cognitive Disabilities

Neural Network Based Approach for Automotive Brake Light Parameter Estimation

A Single Neuron Model for Pattern Classification

Continuous Classification of Spatio-temporal Data Streams Using Liquid State Machines

On the Selection of Time-Frequency Features for Improving the Detection and Classification of Newborn EEG Seizure Signals and Other Abnormalities

Turf Grass Irrigation Using Neuro-Fuzzy System

A Target-Reaching Controller for Mobile Robots Using Spiking Neural Networks

Assessing Reliability of Substation Spare Current Transformer System

Study on Supply Disruption Management of Supply Chain Based on Case-Based Reasoning

Global Minimizer of Large Scale Stochastic Rosenbrock Function: Canonical Duality Approach

Study on Landslide Deformation Prediction Based on Recurrent Neural Network under the Function of Rainfall

Vehicle Image Classification Based on Edge: Features and Distances Comparison.

Improved BTC Algorithm for Gray Scale Images Using K-Means Quad Clustering

Effective Handwri.

Other Format:

Printed edition:

ISBN:

978-3-642-34478-7

9783642344787

Access Restriction:

Restricted for use by site license.