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Machine Learning and Medical Imaging - Bok - Inbunden

Machine Learning and Medical Imaging - Bok - Inbunden

Machine Learning and Medical Imaging presents state-of- the-art machine learning methods in medical image analysis. It first summarizes cutting-edge machine learning algorithms in medical imaging, including not only classical probabilistic modeling and learning methods, but also recent breakthroughs in deep learning, sparse representation/coding, and big data hashing. In the second part leading research groups around the world present a wide spectrum of machine learning methods with application to..

SEK 1750.00
1

Human-Machine Shared Contexts - Bok - Häftad

Human-Machine Shared Contexts - Bok - Häftad

Human-Machine Shared Contexts considers the foundations, metrics, and applications of human-machine systems. Editors and authors debate whether machines, humans, and systems should speak only to each other, only to humans, or to both and how. The book establishes the meaning and operation of \shared contexts” between humans and machines; it also explores how human-machine systems affect targeted audiences (researchers, machines, robots, users) and society, as well as future ecosystems composed..

SEK 1546.00
1

Machine Learning with Noisy Labels - Bok av Gustavo Carneiro - Häftad

Machine Learning with Noisy Labels - Bok av Gustavo Carneiro - Häftad

Machine Learning and Noisy Labels: Definitions, Theory, Techniques and Solutions provides an ideal introduction to machine learning with noisy labels that is suitable for senior undergraduates, post graduate students, researchers and practitioners using, and researching, machine learning methods. Most of the modern machine learning models based on deep learning techniques depend on carefully curated and cleanly labeled training sets to be reliably trained and deployed. However, the expensive labeling..

SEK 1210.00
1

Hardware Accelerator Systems for Artificial Intelligence and Machine Learning - Bok - Inbunden

Hardware Accelerator Systems for Artificial Intelligence and Machine Learning - Bok - Inbunden

Hardware Accelerator Systems for Artificial Intelligence and Machine Learning, Volume 122 delves into artificial Intelligence and the growth it has seen with the advent of Deep Neural Networks (DNNs) and Machine Learning. Updates in this release include chapters on Hardware accelerator systems for artificial intelligence and machine learning, Introduction to Hardware Accelerator Systems for Artificial Intelligence and Machine Learning, Deep Learning with GPUs, Edge Computing Optimization of..

SEK 2330.00
1

Machine Learning and the Internet of Medical Things in Healthcare - Bok - Häftad

Machine Learning and the Internet of Medical Things in Healthcare - Bok - Häftad

Machine Learning and the Internet of Medical Things in Healthcare discusses the applications and challenges of machine learning for healthcare applications. The book provides a platform for presenting machine learning-enabled healthcare techniques and offers a mathematical and conceptual background of the latest technology. It describes machine learning techniques along with the emerging platform of the Internet of Medical Things used by practitioners and researchers worldwide. The book includes..

SEK 2040.00
1

Machine Learning in Bio-Signal Analysis and Diagnostic Imaging - Bok - Häftad

Machine Learning in Bio-Signal Analysis and Diagnostic Imaging - Bok - Häftad

Machine Learning in Bio-Signal Analysis and Diagnostic Imaging presents original research on the advanced analysis and classification techniques of biomedical signals and images that cover both supervised and unsupervised machine learning models, standards, algorithms, and their applications, along with the difficulties and challenges faced by healthcare professionals in analyzing biomedical signals and diagnostic images. These intelligent recommender systems are designed based on machine learning,..

SEK 2420.00
1

Machine Learning and Artificial Intelligence in Radiation Oncology - A Guide for Clinicians - Bok - Häftad

Machine Learning and Artificial Intelligence in Radiation Oncology - A Guide for Clinicians - Bok - Häftad

Machine Learning and Artificial Intelligence in Radiation Oncology: A Guide for Clinicians is designed for the application of practical concepts in machine learning to clinical radiation oncology. It addresses the existing void in a resource to educate practicing clinicians about how machine learning can be used to improve clinical and patient-centered outcomes. This book is divided into three sections: the first addresses fundamental concepts of machine learning and radiation oncology, detailing..

SEK 1820.00
1

Machine Learning in Cardiovascular Medicine - Bok - Häftad

Machine Learning in Cardiovascular Medicine - Bok - Häftad

Machine Learning in Cardiovascular Medicine addresses the ever-expanding applications of artificial intelligence (AI), specifically machine learning (ML), in healthcare and within cardiovascular medicine. The book focuses on emphasizing ML for biomedical applications and provides a comprehensive summary of the past and present of AI, basics of ML, and clinical applications of ML within cardiovascular medicine for predictive analytics and precision medicine. It helps readers understand how ML works..

SEK 1560.00
1

Machine Learning - A Bayesian and Optimization Perspective - Bok av Sergios (Professor of Machine Learning and Signal Processing Theodoridis - Inbunde

Machine Learning - A Bayesian and Optimization Perspective - Bok av Sergios (Professor of Machine Learning and Signal Processing Theodoridis - Inbunde

Machine Learning: A Bayesian and Optimization Perspective, 2nd edition, gives a unified perspective on machine learning by covering both pillars of supervised learning, namely regression and classification. The book starts with the basics, including mean square, least squares and maximum likelihood methods, ridge regression, Bayesian decision theory classification, logistic regression, and decision trees. It then progresses to more recent techniques, covering sparse modelling methods, learning in..

SEK 1190.00
1

Practical Machine Learning for Data Analysis Using Python - Bok av Abdulhamit (Institute of Biomedicine Subasi - Häftad

Practical Machine Learning for Data Analysis Using Python - Bok av Abdulhamit (Institute of Biomedicine Subasi - Häftad

Practical Machine Learning for Data Analysis Using Python is a problem solver''s guide for creating real-world intelligent systems. It provides a comprehensive approach with concepts, practices, hands-on examples, and sample code. The book teaches readers the vital skills required to understand and solve different problems with machine learning. It teaches machine learning techniques necessary to become a successful practitioner, through the presentation of real-world case studies in Python machine..

SEK 1806.00
1

Machine Learning, Big Data, and IoT for Medical Informatics - Bok - Häftad

Machine Learning, Big Data, and IoT for Medical Informatics - Bok - Häftad

Machine Learning, Big Data, and IoT for Medical Informatics focuses on the latest techniques adopted in the field of medical informatics. In medical informatics, machine learning, big data, and IOT-based techniques play a significant role in disease diagnosis and its prediction. In the medical field, the structure of data is equally important for accurate predictive analytics due to heterogeneity of data such as ECG data, X-ray data, and image data. Thus, this book focuses on the usability of machine..

SEK 1336.00
1

Cheminformatics, QSAR and Machine Learning Applications for Novel Drug Development - Bok av Kunal Roy - Häftad

Cheminformatics, QSAR and Machine Learning Applications for Novel Drug Development - Bok av Kunal Roy - Häftad

Cheminformatics, QSAR and Machine Learning Applications for Novel Drug Development aims at showcasing different structure-based, ligand-based, and machine learning tools currently used in drug design. It also highlights special topics of computational drug design together with the available tools and databases. The integrated presentation of chemometrics, cheminformatics, and machine learning methods under is one of the strengths of the book. The first part of the content is devoted to establishing..

SEK 2170.00
1

Source Separation and Machine Learning - Bok av Jen-Tzung (Chair Professor Chien - Häftad

Source Separation and Machine Learning - Bok av Jen-Tzung (Chair Professor Chien - Häftad

Source Separation and Machine Learning presents the fundamentals in adaptive learning algorithms for Blind Source Separation (BSS) and emphasizes the importance of machine learning perspectives. It illustrates how BSS problems are tackled through adaptive learning algorithms and model-based approaches using the latest information on mixture signals to build a BSS model that is seen as a statistical model for a whole system. Looking at different models, including independent component analysis (ICA),..

SEK 1500.00
1

Supervised Machine Learning in Wind Forecasting and Ramp Event Prediction - Bok av Harsh S. (Department of Electrical Engineering Dhiman - Häftad

Supervised Machine Learning in Wind Forecasting and Ramp Event Prediction - Bok av Harsh S. (Department of Electrical Engineering Dhiman - Häftad

Supervised Machine Learning in Wind Forecasting and Ramp Event Prediction provides an up-to- date overview on the broad area of wind generation and forecasting, with a focus on the role and need of Machine Learning in this emerging field of knowledge. Various regression models and signal decomposition techniques are presented and analyzed, including least-square, twin support and random forest regression, all with supervised Machine Learning. The specific topics of ramp event prediction and wake..

SEK 1286.00
1

Machine Learning for Biomedical Applications - Bok av Maria (Senior Lecturer in Medical Imaging Deprez - Häftad

Machine Learning for Biomedical Applications - Bok av Maria (Senior Lecturer in Medical Imaging Deprez - Häftad

Machine Learning for Biomedical Applications: With Scikit-Learn and PyTorch presents machine learning techniques most commonly used in a biomedical setting. Avoiding a theoretical perspective, it provides a practical and interactive way of learning where concepts are presented in short descriptions followed by simple examples using biomedical data. Interactive Python not are provided with each chapter to complement the text and aid understanding. Sections cover uses in biomedical applications, practical..

SEK 810.00
1