Neural Information Processing [E-Book] : 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part IV / edited by Tingwen Huang, Zhigang Zeng, Chuandong Li, Chi Sing Leung.
Huang, Tingwen.
Zeng, Zhigang. / Li, Chuandong. / Leung, Chi Sing.
Berlin, Heidelberg : Springer, 2012
XXII, 710 p. 305 illus. digital.
englisch
9783642344787
10.1007/978-3-642-34478-7
Lecture notes in computer science ; 7666
Full Text
Table of 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
  • 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 .