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Advanced Machine Learning Applications in Big Data Analytics - Bok - Inbunden

Advanced Machine Learning Applications in Big Data Analytics - Bok - Inbunden

With the development of computer technology and communication technology, various industries have collected a large amount of data in different forms, so-called big data. How to obtain valuable knowledge from these data is a very challenging task. Machine learning is such a direct and effective method for big data analytics. In recent years, a variety of advanced machine learning technologies have emerged, and they continue to play important roles in the era of big data.Considering advanced machine..

SEK 1947.00
1

Algorithmic Trading Methods - Applications Using Advanced Statistics, Optimization, and Machine Learning Techniques - Bok av Robert (President Kissell

Algorithmic Trading Methods - Applications Using Advanced Statistics, Optimization, and Machine Learning Techniques - Bok av Robert (President Kissell

Algorithmic Trading Methods: Applications using Advanced Statistics, Optimization, and Machine Learning Techniques, Second Edition, is a sequel to The Science of Algorithmic Trading and Portfolio Management. This edition includes new chapters on algorithmic trading, advanced trading analytics, regression analysis, optimization, and advanced statistical methods. Increasing its focus on trading strategies and models, this edition includes new insights into the ever-changing financial environment, pre-trade..

SEK 1507.00
1

Probabilistic Machine Learning - Bok av Kevin P. Murphy - Inbunden

Probabilistic Machine Learning - Bok av Kevin P. Murphy - Inbunden

An advanced book for researchers and graduate students working in machine learning and statistics who want to learn about deep learning, Bayesian inference, generative models, and decision making under uncertainty.An advanced counterpart to Probabilistic Machine Learning: An Introduction, this high-level textbook provides researchers and graduate students detailed coverage of cutting-edge topics in machine learning, including deep generative modeling, graphical models, Bayesian inference, reinforcement..

SEK 1866.00
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

Financial Machine Learning - Bok av Bryan Kelly - Häftad

Financial Machine Learning - Bok av Bryan Kelly - Häftad

Financial Machine Learning surveys the nascent literature on machine learning in the study of financial markets. The authors highlight the best examples of what this line of research has to offer and recommend promising directions for future research. This survey is designed for both financial economists interested in grasping machine learning tools, as well as for statisticians and machine learners seeking interesting financial contexts where advanced methods may be deployed.This survey is organized..

SEK 1307.00
1

Artificial Intelligence and Machine Learning for Women's Health Issues - Bok av Meenu Gupta - Häftad

Artificial Intelligence and Machine Learning for Women's Health Issues - Bok av Meenu Gupta - Häftad

Artificial Intelligence and Machine Learning for Women's Health Issues discusses the applications, challenges, and solutions that machine learning can bring to women's health challenges. The book illustrates advanced, innovative techniques, frameworks, concepts, and methodologies of machine learning which enhance the future healthcare system. This book's primary focus is on women's health issues and machine learning's role in providing solutions to these challenges, providing novel ideas for feasible..

SEK 1817.00
1

Monitoring and Control of Electrical Power Systems using Machine Learning Techniques - Bok av Emilio Barocio Espejo - Häftad

Monitoring and Control of Electrical Power Systems using Machine Learning Techniques - Bok av Emilio Barocio Espejo - Häftad

Monitoring and Control of Electrical Power Systems using Machine Learning Techniques bridges the gap between advanced machine learning techniques and their application in the control and monitoring of electrical power systems, particularly relevant for heavily distributed energy systems and real-time application. The book reviews key applications of deep learning, spatio-temporal, and advanced signal processing methods for monitoring power quality. This reference introduces guiding principles for..

SEK 1677.00
1

Combating Women's Health Issues with Machine Learning - Challenges and Solutions - Bok av D Hemanth - Inbunden

Combating Women's Health Issues with Machine Learning - Challenges and Solutions - Bok av D Hemanth - Inbunden

The main focus of this book is the examination of women's health issues and the role machine learning can play as a solution to these challenges. This book will illustrate advanced, innovative techniques/frameworks/concepts/machine learning methodologies, enhancing the future healthcare system. Combating Women's Health Issues with Machine Learning: Challenges and Solutions examines the fundamental concepts and analysis of machine learning algorithms. The editors and authors of this book examine new..

SEK 1767.00
1

Machine Learning - Bok - Inbunden

Machine Learning - Bok - Inbunden

Machine learning techniques have the potential of alleviating the complexity of knowledge acquisition. This book presents today's state and development tendencies of machine learning. It is a multi-author book. Taking into account the large amount of knowledge about machine learning and practice presented in the book, it is divided into three major parts: Introduction, Machine Learning Theory and Applications. Part I focuses on the introduction to machine learning. The author also attempts to promote..

SEK 2017.00
1

Signal Processing and Machine Learning Theory - Bok av Paulo S. R. Diniz - Häftad

Signal Processing and Machine Learning Theory - Bok av Paulo S. R. Diniz - Häftad

Signal Processing and Machine Learning Theory, authored by world-leading experts, reviews the principles, methods and techniques of essential and advanced signal processing theory. These theories and tools are the driving engines of many current and emerging research topics and technologies, such as machine learning, autonomous vehicles, the internet of things, future wireless communications, medical imaging, etc.

SEK 1697.00
1

Machine Health Monitoring and Fault Diagnosis Techniques - Bok - Inbunden

Machine Health Monitoring and Fault Diagnosis Techniques - Bok - Inbunden

This reprint aims to bring together cutting-edge research on machine health monitoring and fault diagnosis techniques. Machine health monitoring and fault diagnosis are crucial aspects of maintaining the reliability and efficiency of industrial machinery. With the increasing complexity of modern machines, there is a growing need for advanced techniques that can quickly detect and diagnose potential faults before they become serious problems. Our goal is to provide a comprehensive overview of the..

SEK 1247.00
1

Machine Learning and Biometrics - Bok - Inbunden

Machine Learning and Biometrics - Bok - Inbunden

We are entering the era of big data, and machine learning can be used to analyze this deluge of data automatically. Machine learning has been used to solve many interesting and often difficult real-world problems, and the biometrics is one of the leading applications of machine learning. This book introduces some new techniques on biometrics and machine learning, and new proposals of using machine learning techniques for biometrics as well. This book consists of two parts: \Biometrics\ and \Machine..

SEK 1830.00
1