Cover image for Artificial Intelligence and Soft Computing 14th International Conference, ICAISC 2015, Zakopane, Poland, June 14-18, 2015, Proceedings, Part II
Title:
Artificial Intelligence and Soft Computing 14th International Conference, ICAISC 2015, Zakopane, Poland, June 14-18, 2015, Proceedings, Part II
Author:
Rutkowski, Leszek. editor.
ISBN:
9783319193694
Edition:
1st ed. 2015.
Physical Description:
XXVI, 814 p. 241 illus. online resource.
Series:
Lecture Notes in Artificial Intelligence, 9120
Contents:
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.     .
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