Neural Information Processing

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 MovingVehicle 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¨ive 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 TherapeuticExercises.- 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 Handwriting Recognition System Using Geometrical Character Analysis Algorithms.- The Use of ASMFeature 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¨ive 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 forPersian 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.- ContinuousClassification 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.

Erscheint lt. Verlag	29.9.2012
Reihe/Serie	Lecture Notes in Computer Science
	Theoretical Computer Science and General Issues
Zusatzinfo	XXII, 710 p. 305 illus.
Verlagsort	Berlin
Sprache	englisch
Maße	155 x 235 mm
Gewicht	1104 g
Themenwelt	Informatik ► Datenbanken ► Data Warehouse / Data Mining
	Informatik ► Software Entwicklung ► User Interfaces (HCI)
	Mathematik / Informatik ► Informatik ► Theorie / Studium
Schlagworte	evolutionary algorithms • Human-Computer interaction • Natural Language Processing • Recommender Systems • Time series prediction
ISBN-10	3-642-34477-1 / 3642344771
ISBN-13	978-3-642-34477-0 / 9783642344770
Zustand	Neuware

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