Neural Information Processing
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.
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
| 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-13 | 9783642344770 / 9783642344770 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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