Parts I and II summarise and provide an overview of core theory (including key simulation methods) and inference methods, complemented by a selection of recent research... Læs mere
The proposed themes and the sections of the book address original issues... Læs mere
This book describes a novel machine-learning based approach to answer some traditional archaeological problems, relating to archaeological site detection and site locational preferences.
The objectives of this book are to identify different issues, suggest feasible solutions to those identified issues,... Læs mere
The second part of the work presents the search of the tH and ttH processes with the subsequent decays of the Higgs boson to pairs of t lepton, W bosons or Z bosons, making use of the data recorded during Run 2.
This book presents the tools used in machine learning (ML) and the benefits of using such tools in... Læs mere
This book provides a collection of recent research works addressing theoretical issues on improving the learning process and the generalization of GANs as well as state-of-the-art applications of GANs to various domains of real life.
This volumes presents the proceedings of the FASMI 2020 conference, held at Taipei Veterans General Hospital on November 20-22, 2020.