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Tensor Network Contractions
Publicado 2021“...To fill this gap, this book explains the fundamental concepts and basic ideas that connect and/or unify different strategies of the tensor network contraction algorithms. ...”
Ligazón do recurso
Online -
Advances in Near Infrared Spectroscopy and Related Computational Methods
Publicado 2021Ligazón do recurso
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Entropy Measures for Data Analysis: Theory, Algorithms and Applications
Publicado 2021Ligazón do recurso
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The Foundation of Precision Medicine: Integration of Electronic Health Records with Nenomics Through Basic, Clinical, and Translational Research
Publicado 2021“...Chapter 2 describes the results of genetic studies on different diseases for which all the phenotypic information was extracted from the EHR with highly specific ePhenotyping algorithms. ...”
Ligazón do recurso
Online -
Individual differences in associative learning
Publicado 2021“...This work involves varying stimulus properties and temporal relations or modeling the differences between groups....”
Ligazón do recurso
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Discrete Event Simulations
Publicado 2021“...The range of application of DES spans across many different disciplines and research fields. In research, further development and advancements of the basic DES algorithm continue to be sought while various hybrid methods derived by combining DES with other simulation techniques continue to be developed. ...”
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Metalearning
Publicado 2022“...This book offers a comprehensive and thorough introduction to almost all aspects of metalearning and AutoML, covering the basic concepts and architecture, evaluation, datasets, hyperparameter optimization, ensembles and workflows, and also how this knowledge can be used to select, combine, compose, adapt and configure both algorithms and models to yield faster and better solutions to data mining and data science problems. ...”
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Online