Foundations of Computational Intelligence Volume 5 : Function Approximation and Classification - Abraham, Ajith; Hassanien, Aboul-Ella.; Snášel, Vaclav; SpringerLink (Online service) (Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2009)
Function Approximation and Classification: Theoretical Foundations -- Feature Selection for Partial Least Square Based Dimension Reduction -- Classification by the Use of Decomposition of Correlation Integral -- Investigating Neighborhood Graphs for Inducing Density Based Clusters -- Some Issues on Extensions of Information and Dynamic Information Systems -- A Probabilistic Approach to the Evaluation and Combination of Preferences -- Use of the q-Gaussian Function in Radial Basis Function Networks -- Function Approximation and Classification: Success Stories and Real World Applications -- Novel Biomarkers for Prostate Cancer Revealed by (?,?)-k-Feature Sets -- A Tutorial on Multi-label Classification Techniques -- Computational Intelligence in Biomedical Image Processing -- A Comparative Study of Three Graph Edit Distance Algorithms -- Classification of Complex Molecules -- Intelligent Finite Element Method and Application to Simulation of Behavior of Soils under Cyclic Loading -- An Empirical Evaluation of the Effectiveness of Different Types of Predictor Attributes in Protein Function Prediction -- Genetic Selection Algorithm and Cloning for Data Mining with GMDH Method.
Keywords: Applied mathematics; Engineering mathematics; Artificial intelligence; Mathematical and Computational Engineering; Artificial Intelligence