Data Mining Applications Using Artificial Adaptive Systems

ISBN-13: 9781493944453 / Angielski / Miękka / 2016 / 275 str.

William J. Tastle; William J. Tastle

Opis

This volume directly addresses the complexities involved in data mining and the development of new algorithms, built on an underlying theory consisting of linear and non-linear dynamics, data selection, filtering, and analysis, while including analytical projection and prediction.

Spis treści

Assessing Post-Radiotherapy Treatment involving Brain Volume Differences in Children.- J-Net: an Adaptive System for Computer-Aided Diagnosis in Lung Nodule Characterization.- Population Algorithm: A New Method of Multi-Dimensional Scaling.- Semantics of Point Spaces through the Topological Weighted Centroid and Other Mathematical Quantities.- Meta Net: A New Meta-Classifier Family.- Optimal Informational Sorting: The ACS-ULA Approach.- GUACAMOLE: A New Paradigm for Unsupervised Competitive Learning.- Spatiotemporal Mining: A Systematic Approach to Discrete Diffusion Models for Time and Space Extrapolation.