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Neural Networks and Their Applications
Parallel approach to the Levenberg-Marquardt learning algorithm for feed forward neural networks
Microarray Leukemia Gene Data Clustering by Means of Generalized Self-Organizing Neural Networks with Evolving Tree-Like Structures
Innovative Types and Abilities of Neural Networks Based on Associative Mechanisms and a New Associative Model of Neurons
Complexity of shallow networks representing finite mappings
Probabilistic Neural Network Training Procedure with the Use of SARSA Algorithm
Extensions of Hopeld Neural Networks for solving of stereo-matching Problem
Molecular approach to Hopeld neural network
Toward work groups classification based on probabilistic neural network Approach
Adaptation of RBM learning for Intel MIC architecture
Using an Artificial Neural Network to Predict Loop Transformation Time
Using Parity-N problems as a way to compare abilities of shallow, very shallow and very deep architectures
Product Multi-kernels for Sensor Data Analysis
Fuzzy Systems and Their Applications
A Fuzzy Approach to Competitive Clusters Using Moore Families
A Fingerprint Retrieval Technique using Fuzzy Logic-based Rules
Initial Comparison of Formal Approaches to Fuzzy and Rough Sets
Comparative approach to the multi-valued logic construction for Preferences
Learning Rules for Type-2 Fuzzy Logic System in The Control of DeNOx Filter
Selected Applications of P1-TS Fuzzy Rule-Based Systems
Fuzzy Agglomerative Clustering
An exponential-type entropy measure on intuitionistic fuzzy sets
Comparative Analysis of MCDM Methods for Assessing the Severity of Chronic Liver Disease
Solving Zadeh's challenge problems with the application of RDM-arithmetic
The Directed Compatibility Between Ordered Fuzzy Numbers
a Base Tool for a Direction Sensitive Fuzzy Information Processing
Learning Rules for Hierarchical Fuzzy Logic Systems with Selective Fuzzy Controller Activation
A new approach to the rule-base evidential reasoning with application
Bias-correction fuzzy c-regressions algorithm
Interval Type-2 Locally Linear Neuro Fuzzy Model based on Locally Linear Model Tree
Evolutionary Algorithms and Their Applications
Hybrids of two-subpopulation PSO algorithm with local search methods for continuous optimization
Parallel coevolutionary algorithm for three-dimensional bin packing Problem
Adaptive Differential Evolution: SHADE with Competing Crossover Strategies
A Parallel Approach for Evolutionary Induced Decision Trees
MPI+OpenMP Implementation
On the ability of the one-point crossover operator to search the space in a genetic algorithm
Multiple Choice Strategy for PSO Algorithm Enhanced with Dimensional Mutation
A hybrid differential evolution-gradient optimization method
On the Tuning of Complex Dynamics Embedded into Differential Evolution
IV Classification and Estimation
Mathematical Characterization of Sophisticated Variants for Relevance Learning in Learning Matrix Quantization Based on Schatten-p-norms
Adaptive Active Learning with Ensemble of Learners and Multiclass Problems
Orthogonal Series Estimation of Regression Functions in Nonstationary Conditions
A comparison of shallow decision trees under real-boost procedure in application to landmine detection using Ground Penetrating Radar
A new Interpretability Criteria for Neuro-fuzzy Systems for Nonlinear Classification
Multi-class nearest neighbor classier for incomplete data handling
Cross-Entropy Clustering approach to One-class classification
Comparison of the Efficiency of Time and Frequency Descriptors Based on the Different Classification Conceptions
CNC Milling Tool Head Imbalance Prediction Using Computational Intelligence Methods
A Feature-based Machine Learning Agent for Automatic Rice and Weed Discrimination
Relation of average error in Prolate Spheroidal Wave Functions algorithm for bandlimited functions approximation to radius of information
Algebraic Logical Meta-Model of Decision Processes
New Metaheuristics
Specific object detection scheme based on descriptors fusion using belief Functions
Video Key Frame Detection Based on SURF Algorithm
Automatic Diagnosis of Melanoid Skin Lesions Using Machine Learning Methods
An Edge Detection using 2D Gaussian Function in Computed Tomography
Facial displays description schemas for smiling vs. neutral emotion Recognition
Image Segmentation in Liquid Argon Time Projection Chamber Detector
Massively parallel change detection with application to visual quality Control
A Fuzzy Logic Approach for Gender Recognition from face Images with embedded Bandlets
Interpretation of image segmentation in terms of justifiable granularity
Information Granules in Application to Image Recognition
Can we process 2D images using Artificial Bee Colony?
Workshop: Large-Scale Visual Recognition and Machine Learning
Improving effectiveness of SVM classier for large scale data
Reducing time complexity of SVM model by LVQ data compression
Secure Representation of Images Using Multi-layer Compression
Images Indexing and Retrieval Using GSOM Algorithm
Multi-layer Architecture For Storing Visual Data Based on WCF and Microsoft SQL Server Database
Object Localization Using Active Partitions and Structural Description
Supervised Transform Learning for Face Recognition
Fast Dictionary Matching for Content-based Image Retrieval
Recognition and Modeling of Atypical Children Behavior
Intelligent Fusion of Infrared and Visible Spectrum for Video Surveillance Application
Visual Saccades for Object Recognition
Improving Image Processing Performance using Database User-Defined Functions.
Parallel approach to the Levenberg-Marquardt learning algorithm for feed forward neural networks
Microarray Leukemia Gene Data Clustering by Means of Generalized Self-Organizing Neural Networks with Evolving Tree-Like Structures
Innovative Types and Abilities of Neural Networks Based on Associative Mechanisms and a New Associative Model of Neurons
Complexity of shallow networks representing finite mappings
Probabilistic Neural Network Training Procedure with the Use of SARSA Algorithm
Extensions of Hopeld Neural Networks for solving of stereo-matching Problem
Molecular approach to Hopeld neural network
Toward work groups classification based on probabilistic neural network Approach
Adaptation of RBM learning for Intel MIC architecture
Using an Artificial Neural Network to Predict Loop Transformation Time
Using Parity-N problems as a way to compare abilities of shallow, very shallow and very deep architectures
Product Multi-kernels for Sensor Data Analysis
Fuzzy Systems and Their Applications
A Fuzzy Approach to Competitive Clusters Using Moore Families
A Fingerprint Retrieval Technique using Fuzzy Logic-based Rules
Initial Comparison of Formal Approaches to Fuzzy and Rough Sets
Comparative approach to the multi-valued logic construction for Preferences
Learning Rules for Type-2 Fuzzy Logic System in The Control of DeNOx Filter
Selected Applications of P1-TS Fuzzy Rule-Based Systems
Fuzzy Agglomerative Clustering
An exponential-type entropy measure on intuitionistic fuzzy sets
Comparative Analysis of MCDM Methods for Assessing the Severity of Chronic Liver Disease
Solving Zadeh's challenge problems with the application of RDM-arithmetic
The Directed Compatibility Between Ordered Fuzzy Numbers
a Base Tool for a Direction Sensitive Fuzzy Information Processing
Learning Rules for Hierarchical Fuzzy Logic Systems with Selective Fuzzy Controller Activation
A new approach to the rule-base evidential reasoning with application
Bias-correction fuzzy c-regressions algorithm
Interval Type-2 Locally Linear Neuro Fuzzy Model based on Locally Linear Model Tree
Evolutionary Algorithms and Their Applications
Hybrids of two-subpopulation PSO algorithm with local search methods for continuous optimization
Parallel coevolutionary algorithm for three-dimensional bin packing Problem
Adaptive Differential Evolution: SHADE with Competing Crossover Strategies
A Parallel Approach for Evolutionary Induced Decision Trees
MPI+OpenMP Implementation
On the ability of the one-point crossover operator to search the space in a genetic algorithm
Multiple Choice Strategy for PSO Algorithm Enhanced with Dimensional Mutation
A hybrid differential evolution-gradient optimization method
On the Tuning of Complex Dynamics Embedded into Differential Evolution
IV Classification and Estimation
Mathematical Characterization of Sophisticated Variants for Relevance Learning in Learning Matrix Quantization Based on Schatten-p-norms
Adaptive Active Learning with Ensemble of Learners and Multiclass Problems
Orthogonal Series Estimation of Regression Functions in Nonstationary Conditions
A comparison of shallow decision trees under real-boost procedure in application to landmine detection using Ground Penetrating Radar
A new Interpretability Criteria for Neuro-fuzzy Systems for Nonlinear Classification
Multi-class nearest neighbor classier for incomplete data handling
Cross-Entropy Clustering approach to One-class classification
Comparison of the Efficiency of Time and Frequency Descriptors Based on the Different Classification Conceptions
CNC Milling Tool Head Imbalance Prediction Using Computational Intelligence Methods
A Feature-based Machine Learning Agent for Automatic Rice and Weed Discrimination
Relation of average error in Prolate Spheroidal Wave Functions algorithm for bandlimited functions approximation to radius of information
Algebraic Logical Meta-Model of Decision Processes
New Metaheuristics
Specific object detection scheme based on descriptors fusion using belief Functions
Video Key Frame Detection Based on SURF Algorithm
Automatic Diagnosis of Melanoid Skin Lesions Using Machine Learning Methods
An Edge Detection using 2D Gaussian Function in Computed Tomography
Facial displays description schemas for smiling vs. neutral emotion Recognition
Image Segmentation in Liquid Argon Time Projection Chamber Detector
Massively parallel change detection with application to visual quality Control
A Fuzzy Logic Approach for Gender Recognition from face Images with embedded Bandlets
Interpretation of image segmentation in terms of justifiable granularity
Information Granules in Application to Image Recognition
Can we process 2D images using Artificial Bee Colony?
Workshop: Large-Scale Visual Recognition and Machine Learning
Improving effectiveness of SVM classier for large scale data
Reducing time complexity of SVM model by LVQ data compression
Secure Representation of Images Using Multi-layer Compression
Images Indexing and Retrieval Using GSOM Algorithm
Multi-layer Architecture For Storing Visual Data Based on WCF and Microsoft SQL Server Database
Object Localization Using Active Partitions and Structural Description
Supervised Transform Learning for Face Recognition
Fast Dictionary Matching for Content-based Image Retrieval
Recognition and Modeling of Atypical Children Behavior
Intelligent Fusion of Infrared and Visible Spectrum for Video Surveillance Application
Visual Saccades for Object Recognition
Improving Image Processing Performance using Database User-Defined Functions.