Artificial Intelligence and Soft Computing

Visual Dictionary Pruning Using Mutual Information and Information Gain.- Mining Telecommunication Networks to Enhance Customer Lifetime Predictions.- A Note on Machine Learning Approach to Analyze the Results of Pairwise Comparison Based Parametric Evaluation of Research Units.- Bagging of Instance Selection Algorithms.- Essential Attributes Generation for Some Data Mining Tasks.- Visualizing Random Forest with Self Organising Map.- B-Spline Smoothing of Feature Vectors in Nonnegative Matrix Factorization.- Variants and Performances of Novel Direct Learning Algorithms for L2 Support Vector Machines.- Evolving Parameters for a Noisy Biological System.- The Impact of Alternative Approaches.- Classification of EEG Signals Using Vector Quantization.- Offline Text-Independent Handwriting Identification and Shape Modeling via Probabilistic Nodes Combination.- Computer-Aided System for Automatic Classification of Suspicious Lesions in Breast Ultrasound Images.- The Classifier for Prediction of Perioperative Complications in Cervical Cancer Treatment.- Face Classification Based on Linguistic Description of Facial Features.- Impact of Bayesian Network Model Structure on the Accuracy of Medical Diagnostic Systems.- A New Three-Dimensional Facial Landmark in Recognition.- Computer-Aided Off-Line Diagnosis of Epileptic Seizures.- Active Region Approach for Segmentation of Medical Images.- SCM-driven Tree View for Microarray Data.- New Method for Dynamic Signature Verification Using Hybrid Partitioning.- New Method for Dynamic Signature Verification Based on Global Features.- Investigating the Rate of Failure of Asynchronous Gathering in a Swarm of Fat Robots with Limited Visibility.- Modeling Context-Aware and Agent-Ready Systems for the Outdoor Smart Lighting.- Problem of Agents Cooperation in Heterogeneous Graph-Based Knowledge Environment.- Managing Machine's Motivations.- Globalised Dual Heuristic Dynamic Programming in Tracking Control of the Wheeled Mobile Robot.- Fuzzy Sensor-Based Navigation with Neural Tracking Control of the Wheeled Mobile Robot.- Fuzzy and Neural Rotor Resistance Estimator for Vector Controlled Induction Motor Drives.- ALMM Solver - A Tool for Optimization Problems.- Tournament Searching Method for Optimization of the Forecasting Model Based on the Nadaraya-Watson Estimator.- A New Algorithm for Identification of Significant Operating Points Using Swarm Intelligence.- Artificial Bee Colony Algorithm Used for Reconstructing the Heat Flux Density in the Solidification Process.- Simulations of Credibility Evaluation and Learning in a Web 2.0 Community.- Optimization of Composite Structures Using Bio-inspired Methods.- Applying Metamodels and Sequential Sampling for Constrained Optimization of Process Operations.- A New Measure of Conflict and Hybrid Combination Rules in the Evidence Theory.- On Measuring Association between Groups of Rankings in Recommender Systems.- An Arduino-Simulink-Control System for Modern Hand Protheses.- Solving Timetabling Problems on GPU.- Scheduling Problem with Uncertain Parameters in Just in Time System.- Variable Neighborhood Search for Non-deterministic Problems.- Emergent Phenomena in Constrained 3D Layout Design.- Brainy: A Machine Learning Library.- Optimisation of Character n-gram Profiles Method for Intrinsic Plagiarism Detection.- A Recommender System Based on Customer Reviews Mining.- Complex System Analysis Using Softcomputing.- Can the Generation of Test Cases for Unit Testing be Automated with Rules?.- Implementing a Supply Chain Management Policy System Based on Rough Set Theory.- What Is the Primary Language?.- Signal Randomness Measure for BSS Ensemble Predictors.- An Incremental Map-Matching Algorithm Based on Hidden Markov Model.- Multi-class Classification: A Coding Based Space Partitioning.- From Single Image to List of Objects Based on Edge and Blob Detection.- Robust Face Recognition by Group Sparse Representation That Uses Samples from List of Subjects.- Using Facial Asymmetry Properties and Hidden Markov Models for Biometric Authentication in Security Systems.- Spatial Keypoint Representation for Visual Object Retrieval.- On Orientation Sensitive Defuzzification Functionals.- The Linguistic Modeling of Fuzzy System as Multicriteria Evaluator for the Multicast Routing Algorithms.- Optimizing Inventory of a Firm under Fuzzy Data.- An Approach to Cardinality of First Order Metasets.- Fuzzy System for the Classification of Sounds of Birds Based on the Audio Descriptors.- Generalized Tree-Like Self-Organizing Neural Networks with Dynamically Defined Neighborhood for Cluster Analysis.- Nonnegative Matrix Factorization for Document Clustering: A Survey.- Fuzzy c-Medoid Graph Clustering.- A Spectral Clustering Algorithm Based on Eigenvector Localization.- HiBi - The Algorithm of Biclustering the Discrete Data.- Asymmetric k-means Clustering of the Asymmetric Self-Organizing Map.- DenClust: A Density Based Seed Selection Approach for K-Means.- Exploiting Structural Information of Data in Active Learning.- On Mean Shift Clustering for Directional Data on a Hypersphere.