Constructive Neural Networks - Franco, Leonardo; Jerez, José M.; SpringerLink (Online service) (Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2009)
Constructive Neural Network Algorithms for Feedforward Architectures Suitable for Classification Tasks -- Efficient Constructive Techniques for Training Switching Neural Networks -- Constructive Neural Network Algorithms That Solve Highly Non-separable Problems -- On Constructing Threshold Networks for Pattern Classification -- Self-Optimizing Neural Network 3 -- M-CLANN: Multiclass Concept Lattice-Based Artificial Neural Network -- Constructive Morphological Neural Networks: Some Theoretical Aspects and Experimental Results in Classification -- A Feedforward Constructive Neural Network Algorithm for Multiclass Tasks Based on Linear Separability -- Analysis and Testing of the m-Class RDP Neural Network -- Active Learning Using a Constructive Neural Network Algorithm -- Incorporating Expert Advice into Reinforcement Learning Using Constructive Neural Networks -- A Constructive Neural Network for Evolving a Machine Controller in Real-Time -- Avoiding Prototype Proliferation in Incremental Vector Quantization of Large Heterogeneous Datasets -- Tuning Parameters in Fuzzy Growing Hierarchical Self-Organizing Networks -- Self-Organizing Neural Grove: Efficient Multiple Classifier System with Pruned Self-Generating Neural Trees.
Keywords: Applied mathematics; Engineering mathematics; Artificial intelligence; Mathematical and Computational Engineering; Artificial Intelligence