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Econometrics with Machine Learning - Bok av Felix Chan & László Mátyás - Inbunden

Econometrics with Machine Learning - Bok av Felix Chan & László Mátyás - Inbunden

This book helps and promotes the use of machine learning tools and techniques in econometrics and explains how machine learning can enhance and expand the econometrics toolbox in theory and in practice. Throughout the volume, the authors raise and answer six questions: 1) What are the similarities between existing econometric and machine learning techniques? 2) To what extent can machine learning techniques assist econometric investigation? Specifically, how robust or stable is the prediction from..

SEK 1691.00
1

Integrating Meta-Heuristics and Machine Learning for Real-World Optimization Problems - Bok av Essam Halim Houssein - Häftad

Integrating Meta-Heuristics and Machine Learning for Real-World Optimization Problems - Bok av Essam Halim Houssein - Häftad

This book collects different methodologies that permit metaheuristics and machine learning to solve real-world problems. This book has exciting chapters that employ evolutionary and swarm optimization tools combined with machine learning techniques. The fields of applications are from distribution systems until medical diagnosis, and they are also included different surveys and literature reviews that will enrich the reader. Besides, cutting-edge methods such as neuroevolutionary and IoT implementations..

SEK 1870.00
1

Advanced Machine Learning Approaches in Cancer Prognosis - Bok av Margarita N. Favorskaya, Janmenjoy Nayak, m.fl. - Häftad

Advanced Machine Learning Approaches in Cancer Prognosis - Bok av Margarita N. Favorskaya, Janmenjoy Nayak, m.fl. - Häftad

This book introduces a variety of advanced machine learning approaches covering the areas of neural networks, fuzzy logic, and hybrid intelligent systems for the determination and diagnosis of cancer. Moreover, the tactical solutions of machine learning have proved its vast range of significance and, provided novel solutions in the medical field for the diagnosis of disease. This book also explores the distinct deep learning approaches that are capable of yielding more accurate outcomes for the diagnosis..

SEK 2001.00
1

Introducing HR Analytics with Machine Learning - Bok av Austin Hagerty - Häftad

Introducing HR Analytics with Machine Learning - Bok av Austin Hagerty - Häftad

This book directly addresses the explosion of literature about leveraging analytics with employee data and how organizational psychologists and practitioners can harness new information to help guide positive change in the workplace. In order for today¿s organizational psychologists to successfully work with their partners they must go beyond behavioral science into the realms of computing and business acumen. Similarly, today¿s data scientists must appreciate the unique aspects of behavioral data..

SEK 1761.00
1

Intelligent Healthcare - Bok av Surbhi Bhatia - Häftad

Intelligent Healthcare - Bok av Surbhi Bhatia - Häftad

This book fosters a scientific debate for sophisticated approaches and cognitive technologies (such as deep learning, machine learning and advanced analytics) for enhanced healthcare services in light of the tremendous scope in the future of intelligent systems for healthcare. The authors discuss the proliferation of huge data sources (e.g. genomes, electronic health records (EHRs), mobile diagnostics, and wearable devices) and breakthroughs in artificial intelligence applications, which have unlocked..

SEK 1736.00
1

Biomedical Signal Processing - Bok av Iyad Obeid - Häftad

Biomedical Signal Processing - Bok av Iyad Obeid - Häftad

This book provides an interdisciplinary look at emerging trends in signal processing and biomedicine found at the intersection of healthcare, engineering, and computer science. It examines the vital role signal processing plays in enabling a new generation of technology based on big data, and looks at applications ranging from medical electronics to data mining of electronic medical records. Topics covered include analysis of medical images, machine learning, biomedical nanosensors, wireless technologies,..

SEK 1477.00
1

Artificial Intelligence for Scientific Discoveries - Bok av Raban Iten - Inbunden

Artificial Intelligence for Scientific Discoveries - Bok av Raban Iten - Inbunden

Will research soon be done by artificial intelligence, thereby making human researchers superfluous? This book explains modern approaches to discovering physical concepts with machine learning and elucidates their strengths and limitations. The automation of the creation of experimental setups and physical models, as well as model testing are discussed. The focus of the book is the automation of an important step of the model creation, namely finding a minimal number of natural parameters that contain..

SEK 1500.00
1

Federated Learning Systems - Bok av Mohamed Medhat Gaber - Häftad

Federated Learning Systems - Bok av Mohamed Medhat Gaber - Häftad

This book covers the research area from multiple viewpoints including bibliometric analysis, reviews, empirical analysis, platforms, and future applications. The centralized training of deep learning and machine learning models not only incurs a high communication cost of data transfer into the cloud systems but also raises the privacy protection concerns of data providers. This book aims at targeting researchers and practitioners to delve deep into core issues in federated learning research to transform..

SEK 2006.00
1

Artificial Intelligence Versus Natural Intelligence - Bok av Roger Penrose - Häftad

Artificial Intelligence Versus Natural Intelligence - Bok av Roger Penrose - Häftad

This book centers around a dialogue between Roger Penrose and Emanuele Severino about one of most intriguing topics of our times, the comparison of artificial intelligence and natural intelligence, as well as its extension to the notions of human and machine consciousness.Additional insightful essays by Mauro D'Ariano, Federico Faggin, Ines Testoni, Giuseppe Vitiello and an introduction of Fabio Scardigli complete the book and illuminate different aspects of the debate. Although from completely different..

SEK 1041.00
1

AI-Powered IoT in the Energy Industry - Bok av S. Vijayalakshmi - Inbunden

AI-Powered IoT in the Energy Industry - Bok av S. Vijayalakshmi - Inbunden

AI-Powered IoT in the Energy Industry: Digital Technology and Sustainable Energy Systems looks at opportunities to employ cutting-edge applications of artificial intelligence (AI), the Internet of Things (IoT), and Machine Learning (ML) in designing and modeling energy and renewable energy systems. The book's main objectives are to demonstrate how big data can help with energy efficiency and demand reduction, increase the usage of renewable energy sources, and assist in transitioning from a centralized..

SEK 2007.00
1

AI-Enabled Threat Detection and Security Analysis for Industrial IoT - Bok av Farnaz Derakhshan - Häftad

AI-Enabled Threat Detection and Security Analysis for Industrial IoT - Bok av Farnaz Derakhshan - Häftad

This contributed volume provides the state-of-the-art development on security and privacy for cyber-physical systems (CPS) and industrial Internet of Things (IIoT). More specifically, this book discusses the security challenges in CPS and IIoT systems as well as how Artificial Intelligence (AI) and Machine Learning (ML) can be used to address these challenges. Furthermore, this book proposes various defence strategies, including intelligent cyber-attack and anomaly detection algorithms for different..

SEK 2001.00
1

Interpretability in Deep Learning - Bok av Ayush Somani - Inbunden

Interpretability in Deep Learning - Bok av Ayush Somani - Inbunden

This book is a comprehensive curation, exposition and illustrative discussion of recent research tools for interpretability of deep learning models, with a focus on neural network architectures. In addition, it includes several case studies from application-oriented articles in the fields of computer vision, optics and machine learning related topic. The book can be used as a monograph on interpretability in deep learning covering the most recent topics as well as a textbook for graduate students...

SEK 1781.00
1

Bernard Shaw, Sean O¿Casey, and the Dead James Connolly - Bok av Nelson O¿Ceallaigh Ritschel - Häftad

Bernard Shaw, Sean O¿Casey, and the Dead James Connolly - Bok av Nelson O¿Ceallaigh Ritschel - Häftad

This book details the Irish socialistic tracks pursued by Bernard Shaw and Sean O¿Casey, mostly after 1916, that were arguably impacted by the executed James Connolly. The historical context is carefully unearthed, stretching from its 1894 roots via W. B. Yeats¿ dream of Shaw as a menacing, yet grinning sewing machine, to Shaw¿s and O¿Casey¿s 1928 masterworks. In the process, Shaw¿s War Issues for Irishmen, Annajanska, the Bolshevik Empress, The Tragedy of an Elderly Gentleman, Saint Joan,..

SEK 1761.00
1

Labour Power - Bok av Roberto Ciccarelli - Häftad

Labour Power - Bok av Roberto Ciccarelli - Häftad

This book offers a critical account of Karl Marx¿s dazzling theory of labour power which is also one of the most influential concepts in the history of contemporary philosophy. Labour power is the dark side of the digital revolution. Working men and women are invisible and treated like human service, flesh and blood automatons or organic extensions of a machine that produces data on its own. Automation is viewed as something magic made possible by algorithms whose life is independent of human beings.Labour..

SEK 1870.00
1