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Machine Learning Algorithms and Applications
Machine Learning Algorithms is for current and ambitious machine learning specialists looking to implement solutions to real-world machine learning problems. It talks entirely about the various applications of machine and deep learning techniques, with each chapter dealing with a novel approach of machine learning architecture for a specific application, and then compares the results with previous algorithms. The book discusses many methods based in different fields, including statistics, pattern recognition, neural networks, artificial intelligence, sentiment analysis, control, and data mining, in order to present a unified treatment of machine learning problems and solutions. All learning algorithms are explained so that the user can easily move from the equations in the book to a computer program.
Pediatric Liver Intensive Care
Acute management of children with liver disease and liver transplantation has rapidly evolved over the last two decades due to worldwide availability of complex liver surgery and liver transplantation. This book edited by Prof Dhawan and Dr Shanmugam, who have hands on experience in managing children with complex liver disease, its complications and liver transplant recepients, provides to a very practical approach to all the team members involved in paediatric transplantation like ; Hepatologists, anaesthetists, surgeons, intensivists, transplant coordinators, nurses and trainees at all levels and specialities. Topics covered include management of common liver problems, liver based metabolic disorders and peri-operative care protocols in paediatric liver transplantation. It also provides up to date information on drug dosage and infusion calculations for common drugs used in liver disease.
Optimization Techniques in Engineering
OPTIMIZATION TECHNIQUES IN ENGINEERING The book describes the basic components of an optimization problem along with the formulation of design problems as mathematical programming problems using an objective function that expresses the main aim of the model, and how it is to be either minimized or maximized; subsequently, the concept of optimization and its relevance towards an optimal solution in engineering applications, is explained. This book aims to present some of the recent developments in the area of optimization theory, methods, and applications in engineering. It focuses on the metaphor of the inspired system and how to configure and apply the various algorithms. The book comprises...
Liver, Gall Bladder, and Bile Ducts
Over the last two decades, there have been major advances in imaging, endoscopy, and laparoscopy in the field of gastrointestinal (GI) surgery. GI surgery is the newest sub-specialty branch of general surgery, where enhanced expertise and high-volume centres have made a difference to the outcomes of complex operations. Surgeons can now do difficult procedures with low morbidity and mortality rates, and greatly improved overall results. This volume provides detailed and up-to-date knowledge on diseases of the liver, gall bladder, and bile ducts. Split into two sections, it covers anatomy and physiology, approaches to specific conditions and traumas, a thorough analysis of current knowledge and future advances in the field, and a review of the relevant literature. Written and edited by world-renowned experts in the field, this book will be a valuable resource for hepatobiliary surgeons and trainees, general surgeons, researchers, and medical students.
Textbook of Pediatric Gastroenterology, Hepatology and Nutrition
This textbook provides a comprehensive and state-of-the-art overview of the major issues specific to the field of pediatric gastroenterology, hepatology, and nutrition. The first part of the book, Gastroenterology and Nutrition, presents in a systematic way the overall scope of issues encountered by children (newborn to teenagers) suffering from disorders of the gastrointestinal tract, pancreas and/or presenting nutritional issues. These chapters are structured in logical sections to facilitate consultation and include major topics ranging from congenital disorders to gastrointestinal problems of the newborn, infectious diseases of the gastrointestinal tract, and approach to nutritional prob...
Computational Intelligence in Sustainable Reliability Engineering
COMPUTATIONAL INTELLIGENCE IN SUBSTAINABLE RELIABILITY ENGINEERING The book is a comprehensive guide on how to apply computational intelligence techniques for the optimization of sustainable materials and reliability engineering. This book focuses on developing and evolving advanced computational intelligence algorithms for the analysis of data involved in reliability engineering, material design, and manufacturing to ensure sustainability. Computational Intelligence in Sustainable Reliability Engineering unveils applications of different models of evolutionary algorithms in the field of optimization and solves the problems to help the manufacturing industries. Some special features of this ...
Renal Transplantation
This work presents a practical, comprehensive guide to aspects of renal transplantation. Every phase of donor and recipient care, from assessment to the transplant operation to post-transplant management, is included with chapters covering essential background information and up-to-date management guidelines.
Quantum Computing Models for Cybersecurity and Wireless Communications
The book explores the latest quantum computing research focusing on problems and challenges in the areas of data transmission technology, computer algorithms, artificial intelligence-based devices, computer technology, and their solutions. Future quantum machines will exponentially boost computing power, creating new opportunities for improving cybersecurity. Both classical and quantum-based cyberattacks can be proactively identified and stopped by quantum-based cybersecurity before they harm. Complex math-based problems that support several encryption standards could be quickly solved by using quantum machine learning. This comprehensive book examines how quantum machine learning and quantu...
Fuzzy Computing in Data Science
FUZZY COMPUTING IN DATA SCIENCE This book comprehensively explains how to use various fuzzy-based models to solve real-time industrial challenges. The book provides information about fundamental aspects of the field and explores the myriad applications of fuzzy logic techniques and methods. It presents basic conceptual considerations and case studies of applications of fuzzy computation. It covers the fundamental concepts and techniques for system modeling, information processing, intelligent system design, decision analysis, statistical analysis, pattern recognition, automated learning, system control, and identification. The book also discusses the combination of fuzzy computation techniques with other computational intelligence approaches such as neural and evolutionary computation. Audience Researchers and students in computer science, artificial intelligence, machine learning, big data analytics, and information and communication technology.
Intelligent Data Analytics for Bioinformatics and Biomedical Systems
The book analyzes the combination of intelligent data analytics with the intricacies of biological data that has become a crucial factor for innovation and growth in the fast-changing field of bioinformatics and biomedical systems. Intelligent Data Analytics for Bioinformatics and Biomedical Systems delves into the transformative nature of data analytics for bioinformatics and biomedical research. It offers a thorough examination of advanced techniques, methodologies, and applications that utilize intelligence to improve results in the healthcare sector. With the exponential growth of data in these domains, the book explores how computational intelligence and advanced analytic techniques can...
