03081nam 22006255 450 991036665380332120200705041745.03-030-26153-010.1007/978-3-030-26153-5(CKB)4100000009940156(MiAaPQ)EBC5986795(DE-He213)978-3-030-26153-5(PPN)260304573(EXLCZ)99410000000994015620191127d2020 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierHybrid Imaging and Visualization Employing Machine Learning with Mathematica - Python /by Joseph Awange, Béla Paláncz, Lajos Völgyesi1st ed. 2020.Cham :Springer International Publishing :Imprint: Springer,2020.1 online resource (xvii, 406 pages) illustrations3-030-26152-2 Includes bibliographical references.Dimension reduction -- Classification -- Clustering -- Regression -- Neural Networks.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.Remote sensingOptical data processingGeophysicsSpace sciencesRemote Sensing/Photogrammetryhttps://scigraph.springernature.com/ontologies/product-market-codes/J13010Computer Imaging, Vision, Pattern Recognition and Graphicshttps://scigraph.springernature.com/ontologies/product-market-codes/I22005Geophysics/Geodesyhttps://scigraph.springernature.com/ontologies/product-market-codes/G18009Space Sciences (including Extraterrestrial Physics, Space Exploration and Astronautics)https://scigraph.springernature.com/ontologies/product-market-codes/P22030Remote sensing.Optical data processing.Geophysics.Space sciences.Remote Sensing/Photogrammetry.Computer Imaging, Vision, Pattern Recognition and Graphics.Geophysics/Geodesy.Space Sciences (including Extraterrestrial Physics, Space Exploration and Astronautics).006.31Awange Josephauthttp://id.loc.gov/vocabulary/relators/aut821723Paláncz Bélaauthttp://id.loc.gov/vocabulary/relators/autVölgyesi Lajosauthttp://id.loc.gov/vocabulary/relators/autMiAaPQMiAaPQMiAaPQBOOK9910366653803321Hybrid Imaging and Visualization2017437UNINA