Pattern Recognition, Fourth Edition

By Sergios Theodoridis, K. Koutroumbas. 2008

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Enhancing Differential Evolution Utilizing Proximity-Based Mutation Operators (2011, background): “ACKNOWLEDGMENT The authors would like to thank the Guest Editors, and the three anonymous reviewers for their valuable comments and suggestions that helped to improve the content as well as the clarity of the manuscript.”
A novel probabilistic feature selection method for text classification (2012, background): “Decision, or classification, trees are multistage decision systems in which classes are consecutively rejected until an accepted class is reached (Theodoridis & Koutroumbas, 2008).”
3D Terrestrial LiDAR data classification of complex natural scenes using a multi-scale dimensionality criterion: applications in geomorphology (2011, methodology): “The most time-consuming parts of the algorithm are computing the local neighborhoods in the point cloud at different scales in order to apply the local PCA transform (see Section 4.1), as well as the SVM training process (computing the Linear Discriminant Analysis is fast and not an issue, although ”
pyAudioAnalysis: An Open-Source Python Library for Audio Signal Analysis (2015, methodology): “The answer to this question is given by a dynamic programming methodology, the Viterbi algorithm [1, 2, 6].”