Knowledge Discovery today is a significant study and research area. In finding answers to many research questions in this area, the ultimate hope is that knowledge can be extracted from various forms of data around us. This book covers recent advances in unsupervised and supervised data analysis methods in Computational Intelligence for knowledge discovery. In its first part the book provides a…
Advanced neural network theory and algorithms -- Advanced evolutionary computing theory and algorithms, such as particle swarm optimization, differential evolution, ant colonies, artificial life, artificial immune systems and genetic algorithm -- Fuzzy, neural, and fuzzy-neuro hybrids -- Intelligent modeling, monitoring, and control of complex nonlinear systems -- Intelligent modeling and simul…
aMachine Learning Theory and Methods -- A Review of Parameter Learning Methods in Bayesian Network -- The Hard-Cut EM Algorithm for Mixture of Sparse Gaussian Processes -- Maximum Principle in the Unbounded Domain of Heisenberg Type -- An Epidemic Propagation Model with Saturated Infection Rate on a Small World Network -- Granular Twin Support vector Machines based on Mixture Kernel -- Detectin…
Fuzzy logic and control system -- Genetic algorithm and heuristic approaches -- Artificial intelligence and machine learning -- Similarity-based models -- Classification and clustering techniques -- Intelligent data processing -- Feature extraction -- Image recognition -- Visualization techniques -- Intelligent network -- Cloud and parallel computing -- Strategic planning -- Intelligent applica…
Invited Papers -- Pattern Recognition for Computer Network Security -- Computer Vision for Augmented Reality and Augmented Environments -- Low and Middle Level Processing -- Image Segmentation -- Feature Extraction and Image Analysis -- Graphs -- Shape and Motion -- Image Modelling and Computer Graphics -- Image Communication, Coding and Security -- Computer Architectures, Technologies and Tool…
Adaptive Business Intelligence Based on Evolution Strategies: Some Application Examples of Self-Adaptive Software -- Extending the Boundaries of Design Optimization by Integrating Fast Optimization Techniques with Machine Code Based, Linear Genetic Programming -- Evolutionary Optimization of Approximating Triangulations for Surface Reconstruction from Unstructured 3D Data -- An Evolutionary Alg…
Face Detection -- Modeling Facial Shape and Appearance -- Parametric Face Modeling and Tracking -- Illumination Modeling for Face Recognition -- Facial Skin Color Modeling -- Color Plates for Chapters 6 and 15 -- Face Recognition in Subspaces -- Face Tracking and Recognition from Video -- Face Recognition Across Pose and Illumination -- Morphable Models of Faces -- Facial Expression Analysis --…
Visual Data Formats -- Cryptography Primer -- Application Scenarios for the Encryption of Visual Data -- Image and Video Encryption -- Conclusions.Image and Video Encryption provides a unified overview of techniques for encryption of images and video data. This ranges from commercial applications like DVD or DVB to more research oriented topics and recently published material. This volume intro…
Regular Papers -- A Treatise on Rough Sets -- On Optimization of Decision Trees -- Dealing with Missing Data: Algorithms Based on Fuzzy Set and Rough Set Theories -- Characteristic Relations for Incomplete Data: A Generalization of the Indiscernibility Relation -- Supervised Learning in the Gene Ontology Part I: A Rough Set Framework -- Supervised Learning in the Gene Ontology Part II: A Bottom…
Numerical Methods -- Algorithms and Computational Kernels -- Nonnumerical Algorithms -- Parallel Algorithms -- Environments and Libraries -- Performance and Scalability -- Programming Techniques -- Networks and Distributed Algorithms -- Parallel and Distributed Computing -- Grid Computing -- Failure Handling -- Optimization -- Modeling and Simulation -- Image Analysis and Processing -- Graphics…