Innovations in Neural Information Paradigms and Applications - Bianchini, Monica; Maggini, Marco; Scarselli, Franco; SpringerLink (Online service) (Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2009)
Advances in Neural Information Processing Paradigms -- Self-Organizing Maps for Structured Domains: Theory, Models, and Learning of Kernels -- Unsupervised and Supervised Learning of Graph Domains -- Neural Grammar Networks -- Estimates of Model Complexity in Neural-Network Learning -- Regularization and Suboptimal Solutions in Learning from Data -- Probabilistic Interpretation of Neural Networks for the Classification of Vectors, Sequences and Graphs -- Metric Learning for Prototype-Based Classification -- Bayesian Linear Combination of Neural Networks -- Credit Card Transactions, Fraud Detection, and Machine Learning: Modelling Time with LSTM Recurrent Neural Networks -- Towards Computational Modelling of Neural Multimodal Integration Based on the Superior Colliculus Concept.
Keywords: Artificial intelligence; Neurosciences; Applied mathematics; Engineering mathematics; Artificial Intelligence; Neurosciences; Mathematical and Computational Engineering