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Quantum Machine Learning - A Modern Approach - S Karthikeyan

Quantum Machine Learning - A Modern Approach - S Karthikeyan

This text presents the research into and application of machine learning in quantum computation, known as quantum machine learning (QML). It presents a comparison of quantum machine learning, classical machine learning, and traditional programming, along with the usage of quantum computing, towards improving traditional machine learning algorithms through case-studies.- Covers the core and fundamental aspects of statistics, quantum learning and quantum machines- Discusses the basics of machine learning,..

DKK 1003.95
1

Statistical Prediction and Machine Learning - John Tuhao Chen

Statistical Prediction and Machine Learning - John Tuhao Chen

Written by an experienced statistics educator and two data scientists, this book unifies conventional statistical thinking and contemporary machine learning framework into a single overarching umbrella over data science. The book is designed to bridge the knowledge gap between conventional statistics and machine learning. It provides an accessible approach for readers with a basic statistics background to develop a mastery of machine learning. The book starts with elucidating examples in Chapter..

DKK 916.95
1

Machine Learning, Animated - Mark Liu

Machine Learning, Animated - Mark Liu

The release of ChatGPT has kicked off an arms race in Machine Learning (ML), however ML has also been described as a black box and very hard to understand. Machine Learning, Animated eases you into basic ML concepts and summarizes the learning process in three words: initialize, adjust and repeat. This is illustrated step by step with animation to show how machines learn: from initial parameter values to adjusting each step, to the final converged parameters and predictions.This book teaches readers..

DKK 915.95
1

Machine Learning - A Comprehensive Beginner's Guide - Akshay B R

Machine Learning - A Comprehensive Beginner's Guide - Akshay B R

Machine learning is a dynamic and rapidly expanding field focused on creating algorithms that empower computers to recognize patterns, make predictions, and continually enhance performance. It enables computers to learn from data and experiences, making decisions without explicit programming. For learners, mastering the fundamentals of machine learning opens doors to a world of possibilities to build robust and accurate models. In the ever-evolving landscape of machine learning, datasets play a pivotal..

DKK 1383.95
1

Machine Learning - A Comprehensive Beginner's Guide - Akshay B R

Machine Learning - A Comprehensive Beginner's Guide - Akshay B R

Machine learning is a dynamic and rapidly expanding field focused on creating algorithms that empower computers to recognize patterns, make predictions, and continually enhance performance. It enables computers to learn from data and experiences, making decisions without explicit programming. For learners, mastering the fundamentals of machine learning opens doors to a world of possibilities to build robust and accurate models. In the ever-evolving landscape of machine learning, datasets play a pivotal..

DKK 521.95
1

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

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

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..

DKK 1343.95
1

Cognitive Machine Intelligence - Applications, Challenges, and Related Technologies - Inam Ullah Khan

Cognitive Machine Intelligence - Applications, Challenges, and Related Technologies - Inam Ullah Khan

Cognitive Machine Intelligence: Applications, Challenges, and Related Technologies offers a compelling exploration of the transformative landscape shaped by the convergence of machine intelligence, artificial intelligence, and cognitive computing. In this book, the authors navigate through the intricate realms of technology, unveiling the profound impact of cognitive machine intelligence on diverse fields such as communication, healthcare, cybersecurity, and smart city development. The chapters present..

DKK 1817.95
1

Video Based Machine Learning for Traffic Intersections - Tania Banerjee

Video Based Machine Learning for Traffic Intersections - Tania Banerjee

Video Based Machine Learning for Traffic Intersections describes the development of computer vision and machine learning-based applications for Intelligent Transportation Systems (ITS) and the challenges encountered during their deployment. This book presents several novel approaches, including a two-stream convolutional network architecture for vehicle detection, tracking, and near-miss detection; an unsupervised approach to detect near-misses in fisheye intersection videos using a deep learning..

DKK 1221.95
1

Machine Learning for Sustainable Manufacturing in Industry 4.0 - Concept, Concerns and Applications - Raman Kumar

Machine Learning for Sustainable Manufacturing in Industry 4.0 - Concept, Concerns and Applications - Raman Kumar

The book focuses on the recent developments in the areas of error reduction, resource optimization, and revenue growth in sustainable manufacturing using machine learning. It presents the integration of smart technologies such as machine learning in the field of Industry 4.0 for better quality products and efficient manufacturing methods. Focusses on machine learning applications in Industry 4.0 ecosystem, such as resource optimization, data analysis, and predictions. Highlights the importance..

DKK 1343.95
1

Human Machine Interaction in the Digital Era - Towards Conversational Artificial Intelligence - J Dhilipan

Human Machine Interaction in the Digital Era - Towards Conversational Artificial Intelligence - J Dhilipan

The Human Machine Interaction in the Digital Era (ICHMIDE) 2023 conference aims to address the main issues of concern in the design issues with a particular emphasis on the design and development of interfaces for autonomous robots. Its main objective is to provide an international forum for the dissemination and exchange of up-to-date scientific information on research related to integrated human/machine systems at multiple scales, and includes areas such as human/machine interaction, engineering..

DKK 1817.95
1

The Pragmatic Programmer for Machine Learning - Engineering Analytics and Data Science Solutions - Marco Scutari

The Pragmatic Programmer for Machine Learning - Engineering Analytics and Data Science Solutions - Marco Scutari

Machine learning has redefined the way we work with data and is increasingly becoming an indispensable part of everyday life. The Pragmatic Programmer for Machine Learning: Engineering Analytics and Data Science Solutions discusses how modern software engineering practices are part of this revolution both conceptually and in practical applictions.Comprising a broad overview of how to design machine learning pipelines as well as the state-of-the-art tools we use to make them, this book provides a..

DKK 490.95
1

Green Machine Learning Protocols for Future Communication Networks - Saim Ghafoor

Green Machine Learning Protocols for Future Communication Networks - Saim Ghafoor

Machine learning has shown tremendous benefits in solving complex network problems and providing situation and parameter prediction. However, heavy resources are required to process and analyze the data, which can be done either offline or using edge computing but also requires heavy transmission resources to provide a timely response. The need here is to provide lightweight machine learning protocols that can process and analyze the data at run time and provide a timely and efficient response. These..

DKK 1343.95
1

Machine Learning for the Physical Sciences - Fundamentals and Prototyping with Julia - Carlo Requião Da Cunha

Machine Learning for the Physical Sciences - Fundamentals and Prototyping with Julia - Carlo Requião Da Cunha

Machine learning is an exciting topic with a myriad of applications. However, most textbooks are targeted towards computer science students. This, however, creates a complication for scientists across the physical sciences that also want to understand the main concepts of machine learning and look ahead to applica- tions and advancements in their fields.This textbook bridges this gap, providing an introduction to the mathematical foundations for the main algorithms used in machine learning for those..

DKK 1955.95
1

Machine Learning for the Physical Sciences - Fundamentals and Prototyping with Julia - Carlo Requião Da Cunha

Machine Learning for the Physical Sciences - Fundamentals and Prototyping with Julia - Carlo Requião Da Cunha

Machine learning is an exciting topic with a myriad of applications. However, most textbooks are targeted towards computer science students. This, however, creates a complication for scientists across the physical sciences that also want to understand the main concepts of machine learning and look ahead to applica- tions and advancements in their fields.This textbook bridges this gap, providing an introduction to the mathematical foundations for the main algorithms used in machine learning for those..

DKK 792.95
1

Internet of Things Enabled Machine Learning for Biomedical Application - Neha Goel

Internet of Things Enabled Machine Learning for Biomedical Application - Neha Goel

The text begins by highlighting the benefits of the internet of things enabled machine learning in the healthcare sector, examines the diagnosis of diseases using machine learning algorithms, and examines security and privacy issues in the healthcare systems using the internet of things. The text elaborates on image processing implementation for medical images to detect and classify diseases based on magnetic resonance imaging and ultrasound images.This book: - Covers the procedure to recognize emotions..

DKK 1654.95
1

Machine Learning - Seyedeh Leili Mirtaheri

Machine Learning - Seyedeh Leili Mirtaheri

The book reviews core concepts of machine learning (ML) while focusing on modern applications. It is aimed at those who want to advance their understanding of ML by providing technical and practical insights. It does not use complicated mathematics to explain how to benefit from ML algorithms. Unlike the existing literature, this work provides the core concepts with emphasis on fresh ideas and real application scenarios. It starts with the basic concepts of ML and extends the concepts to the different..

DKK 1529.95
1

Bayesian Machine Learning in Geotechnical Site Characterization - Jianye Ching

Bayesian Machine Learning in Geotechnical Site Characterization - Jianye Ching

Bayesian data analysis and modelling linked with machine learning offers a new tool for handling geotechnical data. This book presents recent advancements made by the author in the area of probabilistic geotechnical site characterization.Two types of correlation play central roles in geotechnical site characterization: cross-correlation among soil properties and spatial-correlation in the underground space. The book starts with the introduction of Bayesian notion of probability \degree of belief\,..

DKK 1817.95
1

Proceedings of the Second International Conference on Press-In Engineering 2021, Kochi, Japan - Tatsunori Matsumoto

Proceedings of the Second International Conference on Press-In Engineering 2021, Kochi, Japan - Tatsunori Matsumoto

The Second International Conference on Press-in Engineering (ICPE) 2021 was organized by the International Press-in Association (IPA). The conference is held every three years and the main theme this time is \Evolution and Social Contribution of Press-in Engineering for Infrastructure Development, and Disaster Prevention and Mitigation\. These proceedings contain 2 keynote lectures, 3 state-of-the-art lectures and about 60 papers from more than 10 countries.This publication provides good practice..

DKK 840.95
1

Machine Learning and Deep Learning in Natural Language Processing - Anitha S Pillai

Machine Learning and Deep Learning in Natural Language Processing - Anitha S Pillai

Natural Language Processing (NLP) is a sub-field of Artificial Intelligence, linguistics, and computer science and is concerned with the generation, recognition, and understanding of human languages, both written and spoken. NLP systems examine the grammatical structure of sentences as well as the specific meanings of words, and then they utilize algorithms to extract meaning and produce results. Machine Learning and Deep Learning in Natural Language Processing aims at providing a review of current..

DKK 1098.95
1

Machine Learning and Probabilistic Graphical Models for Decision Support Systems - Kim Phuc Tran

Machine Learning and Probabilistic Graphical Models for Decision Support Systems - Kim Phuc Tran

This book presents recent advancements in research, a review of new methods and techniques, and applications in decision support systems (DSS) with Machine Learning and Probabilistic Graphical Models, which are very effective techniques in gaining knowledge from Big Data and in interpreting decisions. It explores Bayesian network learning, Control Chart, Reinforcement Learning for multicriteria DSS, Anomaly Detection in Smart Manufacturing with Federated Learning, DSS in healthcare, DSS for supply..

DKK 1771.95
1

Machine Learning and Python for Human Behavior, Emotion, and Health Status Analysis - MD Zia Uddin

Machine Learning and Python for Human Behavior, Emotion, and Health Status Analysis - MD Zia Uddin

This book is a practical guide for individuals interested in exploring and implementing smart home applications using Python. Comprising six chapters enriched with hands-on codes, it seamlessly navigates from foundational concepts to cutting-edge technologies, balancing theoretical insights and practical coding experiences. In short, it is a gateway to the dynamic intersection of Python programming, smart home technology, and advanced machine learning applications, making it an invaluable resource..

DKK 916.95
1

Embedded Devices and Internet of Things - Technologies, and Applications - Adesh Kumar

Embedded Devices and Internet of Things - Technologies, and Applications - Adesh Kumar

The text comprehensively discusses machine-to-machine communication in real-time, low-power system design and estimation using field programmable gate arrays, PID, hardware, accelerators, and software integration for service applications. It further covers the recent advances in embedded computing and IoT for healthcare systems. The text explains the use of low-power devices such as microcontrollers in executing deep neural networks, and other machine learning techniques.This book: Discusses the..

DKK 1817.95
1

Advanced Computing Techniques for Optimization in Cloud - H S Madhusudhan

Advanced Computing Techniques for Optimization in Cloud - H S Madhusudhan

This book focuses on the current trends in research and analysis of virtual machine placement in a cloud data center. It discusses the integration of machine learning models and meta-heuristic approaches for placement techniques. Taking into consideration the challenges of energy-efficient resource management in cloud data centers, it emphasizes upon computing resources being suitably utilised to serve application workloads in order to reduce energy utilisation, while maintaining apt performance...

DKK 1654.95
1

Semantic Web Technologies - Archana Patel

Semantic Web Technologies - Archana Patel

Semantic web technologies (SWTs) offer the richest machine-interpretable (rather than just machine-processable) and explicit semantics that are being extensively used in various domains and industries. This book provides a roadmap for semantic web technologies (SWTs) and highlights their role in a wide range of domains including cloud computing, Internet of Things, big data, sensor network, and so forth. It also explores the prospects of these technologies including different data interchange formats,..

DKK 1588.95
1