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101 0 $aeng
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181   $ctxt$2rdacontent
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200 10$aHybrid Imaging and Visualization $eEmploying Machine Learning with Mathematica - Python /$fby Joseph Awange, Béla Paláncz, Lajos Völgyesi
205   $a2nd ed. 2025.
210  1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2025.
215   $a1 online resource (471 pages)
311 08$a3-031-72816-5 
320   $aIncludes bibliographical references.
327   $aChapter 1. Dimension Reduction -- Chapter 2. Classification -- Chapter 3. Clustering -- Chapter 4. Regression -- Chapter 5. Neural Networks -- Chapter 6. Optimizing Hyperparameters -- Chapter 7. ChatGPT.
330   $aThis second edition of the book that targets those in computer algebra and artificial intelligence introduces Black Hole algorithm that is essential for optimizing hyperparameters, an important task in machine learning where mostly, stochastic global methods are used as well as ChatGPT, a novel and in the last few years, very popular Generative AI technology. In addition, fisher discriminant, a linear discriminant that can provide an optimal separation of objects, and the conversion of time series into images thereby making it possible to employ convolution neural network to classify time series effectively are presented.
606   $aGeographic information systems
606   $aImage processing$xDigital techniques
606   $aComputer vision
606   $aGeophysics
606   $aSolar system
606   $aGeographical Information System
606   $aComputer Imaging, Vision, Pattern Recognition and Graphics
606   $aGeophysics
606   $aSpace Physics
615  0$aGeographic information systems.
615  0$aImage processing$xDigital techniques.
615  0$aComputer vision.
615  0$aGeophysics.
615  0$aSolar system.
615 14$aGeographical Information System.
615 24$aComputer Imaging, Vision, Pattern Recognition and Graphics.
615 24$aGeophysics.
615 24$aSpace Physics.
676   $a006.37
700   $aAwange$b Joseph L.$f1969-$01229364
702   $aPala?ncz$b Be?la$f1944-
702   $aVo?lgyesi$b Lajos
801  0$bMiAaPQ
801  1$bMiAaPQ
801  2$bMiAaPQ
906   $aBOOK
912   $a9911001467503321
996   $aHybrid Imaging and Visualization$94384769
997   $aUNINA

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