Detailansicht
Neural Information Processing
19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15,2012, Proceedings, Part II, Lecture Notes in Computer Science 7664 - Theoretical Computer Science and General Issues
ISBN/EAN: 9783642344800
Umbreit-Nr.: 4035738
Sprache:
Englisch
Umfang: xxii, 712 S., 230 s/w Illustr., 712 p. 230 illus.
Format in cm:
Einband:
kartoniertes Buch
Erschienen am 28.09.2012
Auflage: 1/2012
- Zusatztext
- InhaltsangabeOn the Optimization of Multiclass Support Vector Machines Dedicated to Speech Recognition.- Time Series Prediction Method Based on LS-SVR with Modified Gaussian RBF.- An Improved Method of Identification Based on Thermal Palm Vein Image.- Modelling Energy Use and Fuel Consumption in Wheat Production Using Indirect Factors and Artificial Neural Networks.- A Gaussian Mixture Model Based System for Detection of Macula in Fundus Images.- The Brain's Sequential Parallelism: Perceptual Decision-Making and Early Sensory Responses.- Estimating Neural Firing Rates: An Empirical Bayes Approach.- Assessment of Financial Risk Prediction Models with Multi-criteria Decision Making Methods.- Improving Risk Predictions by Preprocessing Imbalanced Credit Data.- Hybrid Validation of Handwriting Process Modelling.- Off-Line Handwritten Arabic Word Recognition Using SVMs with Normalized Poly Kernel.- Bayesian Modeling of Visual Attention.- Classifier Ensemble Using a Heuristic Learning with Sparsity and Diversity.- Optimization of SIRMs Fuzzy Model Using Lukasiewicz Logic.- Synchronization of Hopfield Like Chaotic Neural Networks with Structure Based Learning.- Incremental Self-Organizing Map (iSOM) in Categorization of Visual Objects.- The Elastic Net as Visual Category Representation: Visualisation and Classification.- A Computational Model for Development of Post-Traumatic Stress Disorders by Hebbian Learning.- Power-Law Scaling of Synchronization Robustly Reproduced in the Hippocampal CA3 Slice Culture Model with Small-World Topology.- A Dynamic Bio-inspired Model of Categorization.- Improving Support Vector Machine Using a Stochastic Local Search for Classification in DataMining.- Variety of Cortical Pathways Formed by Topographic Neural Projection: A Computational Study.- Identification of Neural Network Structure from Multiple Spike Sequences.- Time Domain Parameters for Online Feedback fNIRS-Based Brain-Computer Interface Systems.- Embedding Relevance Vector Machine in Fuzzy Inference System for Energy Consumption Forecasting.- GMM-ClusterForest: A Novel Indexing Approach for Multi-features Based Similarity Search in High-Dimensional Spaces.- A Regularized Linear Classifier for Effective Text Classification.- A Real-Time, Event Driven Neuromorphic System for Goal-Directed Attentional Selection.- Analog Neural Network Approach for Source Localization Using Time-of-Arrival Measurements.- Construction of Decision Trees by Using Feature Importance Value for Improved Learning Performance.- Wavelet Transform Based Consonant - Vowel (CV) Classification Using Support Vector Machines.- Using Agent Based Modeling and Simulation for Data Mining.- Neurodynamical Top-Down Processing during Auditory Attention.- A Hybrid Visualization-Induced Self-Organizing Map for Multi Dimensional Reduction and Data Visualization.- Human-Like Intuitive Playing in Board Games.- Identification of Diffusion Coefficient in Nonhomogeneous Landscapes.- Data Discretization for Dynamic Bayesian Network Based Modeling of Genetic Networks.- Generation of Environmental Representation of a Large Indoor Parking Lot. Survey on Simplified Olfactory Bionic Model to Generate Texture Images.- An Improved Method to Calculate Phase Locking Value Based on Hilbert-Huang Transform and Its Application.- A Novel Hierarchical Statistical Model for Count Data Modeling and Its Application in Image Classification.- Multitask Twin Support Vector Machines.- Bandit-Based Structure Learning for Bayesian Network Classifiers.- Modeling the Mental Differentiation Task with EEG.- Office-Space-Allocation Problem Using Harmony Search Algorithm.- A Unified Framework of Binary Classifiers Ensemble for Multi-class Classification.- An Orientation Detection Model Based on Fitting from Multiple Local Hypotheses.- Avoiding Catastrophic Forgetting by a Biologically Inspired Dual-Network Memory Model.- Color Fractal Structure Model for Reduced-Reference Colorful Image Quality Assessment.- Validation Based Spars
- Autorenportrait
- InhaltsangabeOn the Optimization of Multiclass Support Vector Machines Dedicated to Speech Recognition.- Time Series Prediction Method Based on LS-SVR with Modified Gaussian RBF.- An Improved Method of Identification Based on Thermal Palm Vein Image.- Modelling Energy Use and Fuel Consumption in Wheat Production Using Indirect Factors and Artificial Neural Networks.- A Gaussian Mixture Model Based System for Detection of Macula in Fundus Images.- The Brain's Sequential Parallelism: Perceptual Decision-Making and Early Sensory Responses.- Estimating Neural Firing Rates: An Empirical Bayes Approach.- Assessment of Financial Risk Prediction Models with Multi-criteria Decision Making Methods.- Improving Risk Predictions by Preprocessing Imbalanced Credit Data.- Hybrid Validation of Handwriting Process Modelling.- Off-Line Handwritten Arabic Word Recognition Using SVMs with Normalized Poly Kernel.- Bayesian Modeling of Visual Attention.- Classifier Ensemble Using a Heuristic Learning with Sparsity and Diversity.- Optimization of SIRMs Fuzzy Model Using Lukasiewicz Logic.- Synchronization of Hopfield Like Chaotic Neural Networks with Structure Based Learning.- Incremental Self-Organizing Map (iSOM) in Categorization of Visual Objects.- The Elastic Net as Visual Category Representation: Visualisation and Classification.- A Computational Model for Development of Post-Traumatic Stress Disorders by Hebbian Learning.- Power-Law Scaling of Synchronization Robustly Reproduced in the Hippocampal CA3 Slice Culture Model with Small-World Topology.- A Dynamic Bio-inspired Model of Categorization.- Improving Support Vector Machine Using a Stochastic Local Search for Classification in DataMining.- Variety of Cortical Pathways Formed by Topographic Neural Projection: A Computational Study.- Identification of Neural Network Structure from Multiple Spike Sequences.- Time Domain Parameters for Online Feedback fNIRS-Based Brain-Computer Interface Systems.- Embedding Relevance Vector Machine in Fuzzy Inference System for Energy Consumption Forecasting.- GMM-ClusterForest: A Novel Indexing Approach for Multi-features Based Similarity Search in High-Dimensional Spaces.- A Regularized Linear Classifier for Effective Text Classification.- A Real-Time, Event Driven Neuromorphic System for Goal-Directed Attentional Selection.- Analog Neural Network Approach for Source Localization Using Time-of-Arrival Measurements.- Construction of Decision Trees by Using Feature Importance Value for Improved Learning Performance.- Wavelet Transform Based Consonant - Vowel (CV) Classification Using Support Vector Machines.- Using Agent Based Modeling and Simulation for Data Mining.- Neurodynamical Top-Down Processing during Auditory Attention.- A Hybrid Visualization-Induced Self-Organizing Map for Multi Dimensional Reduction and Data Visualization.- Human-Like Intuitive Playing in Board Games.- Identification of Diffusion Coefficient in Nonhomogeneous Landscapes.- Data Discretization for Dynamic Bayesian Network Based Modeling of Genetic Networks.- Generation of Environmental Representation of a Large Indoor Parking Lot. Survey on Simplified Olfactory Bionic Model to Generate Texture Images.- An Improved Method to Calculate Phase Locking Value Based on Hilbert-Huang Transform and Its Application.- A Novel Hierarchical Statistical Model for Count Data Modeling and Its Application in Image Classification.- Multitask Twin Support Vector Machines.- Bandit-Based Structure Learning for Bayesian Network Classifiers.- Modeling the Mental Differentiation Task with EEG.- Office-Space-Allocation Problem Using Harmony Search Algorithm.- A Unified Framework of Binary Classifiers Ensemble for Multi-class Classification.- An Orientation Detection Model Based on Fitting from Multiple Local Hypotheses.- Avoiding Catastrophic Forgetting by a Biologically Inspired Dual-Network Memory Model.- Color Fractal Structure Model for Reduced-Reference Colorful Image Quality Assessment.- Validation Based Spars