TY - BOOK AU - Awange,Joseph AU - Paláncz,Béla AU - Völgyesi,Lajos ED - SpringerLink (Online service) TI - Hybrid Imaging and Visualization: Employing Machine Learning with Mathematica - Python SN - 9783030261535 AV - GA102.4.R44 U1 - 910.285 23 PY - 2020/// CY - Cham PB - Springer International Publishing, Imprint: Springer KW - Remote sensing KW - Optical data processing KW - Geophysics KW - Space sciences KW - Remote Sensing/Photogrammetry KW - Computer Imaging, Vision, Pattern Recognition and Graphics KW - Geophysics/Geodesy KW - Space Sciences (including Extraterrestrial Physics, Space Exploration and Astronautics) N1 - Dimension reduction -- Classification -- Clustering -- Regression -- Neural Networks N2 - The book introduces the latest methods and algorithms developed in machine and deep learning (hybrid symbolic-numeric computations, robust statistical techniques for clustering and eliminating data as well as convolutional neural networks) dealing not only with images and the use of computers, but also their applications to visualization tasks generalized by up-to-date points of view. Associated algorithms are deposited on iCloud UR - https://doi.org/10.1007/978-3-030-26153-5 ER -