Artificial Intelligence and Soft Computing (eBook) von Leszek Rutkowski

Data Mining.- Improvement of the multiple-view learning based on the self-organizing Maps.- Natural Language Processing Methods Used for Automatic Prediction Mechanism of Related Phenomenon.- Visual Exploration of Data with Multithread MIC Computer Architectures.- Random Forests with Weighted Voting for Anomalous Query Access Detection in Relational Databases.- Performance evaluation of the Silhouette index.- Convex Nonnegative Matrix Factorization with Rank-1 Update for Clustering.- Bioinformatics, Biometrics and Medical Applications.- On the Convergence of Quantum and Distributed Computational Models of Consciousness.- Nature-inspired Algorithms for Selecting EEG Sources for Motor Imagery based BCI.- PROCESS: Projection-based Classification of Electroencephalograph Signals.- Feature Extraction of Palm Vein Patterns Based on Two-Dimensional Density Function.- Segmentation Based Feature Selection on Classifying Proteomic Spectral Data.- SOM vs FCM vs PCA in 3d face recognition.- The Fuzzied Quasi-perception in Decision Making Concerning Treatments in Necrotizing Fasciitis.- Mobile Fuzzy System for Detecting Loss of Consciousness and Epileptic Seizure.- Customization of Joint Articulations using Soft Computing Methods.- A new method for the dynamic signature verification based on the stable partitions of the signature.- New fast algorithm for the dynamic signature verification using global features values.- IX Concurrent Parallel Processing.- Parallelization of a Block Cipher Based on Chaotic Neural Networks.- Acceleration of neighborhood evaluation for a multi-objective vehicle Routing.- A concurrent inconsistency reduction algorithm for the pairwise comparisons method.- OpenCL implementation of PSO algorithm for Quadratic Assignment Problem.- Agent Systems, Robotics and Control.- Towards a better understanding and behavior recognition of inhabitants in smart cities. A public transport case.- Aspects of structure and parameters selection of control systems using selected multi-population algorithms.- Optimization of controller structure using evolutionary algorithm.- Multi-criteria fuel distribution: a case study.- A Robust Heuristic for the Multidimensional A-star/Wavefront Hybrid Planning Algorithm.- Human-Agent Interaction Design for Decreasing Indebtedness.- XI Artificial Intelligence in Modeling and Simulation.- Fuzzy Xor Classes from Quantum Computing.- New method for non-linear correction modelling of dynamic objects with genetic programming.- Clustering algorithm based on molecular dynamics with Nose-Hoover thermostat. Application to Japanese candlesticks.- Improving the analysis of context-aware information via marker-based stigmergy and differential evolution.- Modeling manufacturing processes with disturbances - a new method based on algebraic-logical meta-model.- A new approach to nonlinear modeling based on significant operating points detection.- An Application of Differential Evolution to Positioning Queueing Systems.- Experimental evaluation of selected approaches to covariance matrix Regularization.- A new approach to Security Games.- Proposal of a context-aware smart home ecosystem.- Computational models of immediate and expected emotions for emotional BDI agents.- A Graph Grammar Tool for Generating Computational Grid Structures.- Assessment of fertilizer nitrogen requirement of sugar beetroot using Info-Gap Theory.- Geometric approach in local modeling: learning of mini-models based on n-dimensional simplex.- Immune Optimal Design of 2-D and 3-D Structures.- Swarm and immune computing of dynamically loaded reinforced structures.- The setup method of the order with the help of the rough sets convention.- ALMM Solver: the Idea and the Architecture.- Graph-based Optimization of Energy Efficiency of Street Lighting.- Extended AMUSE algorithm and novel randomness approach for BSS model aggregation with methodology remarks.- Various Problems of Artificial Intelligence.- Constraint Optimization Production Planning Problem. A Note on Theory, Selected Approaches and Computational Experiments.- Investigating the Mapping between Default Logic and Inconsistency- Tolerant Semantics.- Automated discovery of mobile users locations with improved K-means Clustering.- Capturing dynamics of mobile context-aware systems with rules and statistical analysis of historical data.- Reasoning over Vague Concepts.- Parallel simulated annealing algorithm for cyclic flexible job shop scheduling problem.- Transactional Forward Chaining: A Functional Approach.- Metasets and Opinion Mining in New Decision Support System.- Practical Approach to Interoperability in Production Rule Bases with SUBITO.- Measuring Complexity of Business Process Models Integrated with Rules.- On Perturbation Measure for Binary Vectors.- A Quick Method For Dynamic Di culty Adjustment of a Computer Player in Computer Games.- UCT-based approach to Capacitated Vehicle Routing Problem.- An Improved Magnetotactic Bacteria Moment Migration Optimization Algorithm.- SBVRwiki a Web-based Tool for Authoring of Business Rules.- Classification in sparse, high dimensional environments applied to distributed systems failure prediction.- Balanced Support Vector Regression.- Adaptation mechanism of feedback in quaternion Kalman ltering for orientation estimation.- Using Graph Grammar Systems with Memory in Computer Aided Design.- Software Framework for Modular Machine Learning Systems.- Parallel cost function determination on GPU for the vehicle routing Problem.- A DSS based on hybrid meta-heuristic ILS-VND for solving the 1-PDTSP.- On Enhancing the Label Propagation Algorithm for Sentiment Analysis Using Active Learning with an Artificial Oracle.