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Optimized Predictive Models in Health Care Using Machine Learning
OPTIMIZED PREDICTIVE MODELS IN HEALTH CARE USING MACHINE LEARNING This book is a comprehensive guide to developing and implementing optimized predictive models in healthcare using machine learning and is a required resource for researchers, healthcare professionals, and students who wish to know more about real-time applications. The book focuses on how humans and computers interact to ever-increasing levels of complexity and simplicity and provides content on the theory of optimized predictive model design, evaluation, and user diversity. Predictive modeling, a field of machine learning, has emerged as a powerful tool in healthcare for identifying high-risk patients, predicting disease prog...
Bacillus Probiotics for Sustainable Aquaculture
This book provides a comprehensive examination of the role of Bacillus bacteria in aquaculture, particularly focusing on finfish and shellfish. It begins with foundational chapters on the anatomy and physiology of these aquatic species, their immune systems, and the biology of Bacillus bacteria. The book discusses the specific interactions between Bacillus and the gastrointestinal tracts of fish and shellfish, examining the production and effects of Bacillus-derived exoenzymes and bacteriocins and their role in enhancing aquatic animal health and water quality. Additionally, the book covers the role of Bacillus in bioremediation, particularly in improving water quality, which is a significan...
Organic Farming
Organic Farming: Global Perspectives and Methods, Second Edition provides the core definition and concepts of organic farming, also addressing current challenges and goals. The book provides a comprehensive resource, from sustainability to influences on the ecosystem, including the significance of seed, soil, water and weed management, and other important aspects. In addition, it presents advancements in the field and insights on the future. This fully revised and updated edition expands coverage to include important economic considerations, understanding the influence of nanotechnology on organic farming, vertical farming, organic farming and livestock management, as well as the future of o...
Advances in Computer and Computational Sciences
Exchange of information and innovative ideas are necessary to accelerate the development of technology. With advent of technology, intelligent and soft computing techniques came into existence with a wide scope of implementation in engineering sciences. Keeping this ideology in preference, this book includes the insights that reflect the ‘Advances in Computer and Computational Sciences’ from upcoming researchers and leading academicians across the globe. It contains high-quality peer-reviewed papers of ‘International Conference on Computer, Communication and Computational Sciences (ICCCCS 2016), held during 12-13 August, 2016 in Ajmer, India. These papers are arranged in the form of ch...
Cognitive Behavior and Human Computer Interaction Based on Machine Learning Algorithms
COGNITIVE BEHAVIOR AND HUMAN COMPUTER INTERACTION BASED ON MACHINE LEARNING ALGORITHMS The objective of this book is to provide the most relevant information on Human-Computer Interaction to academics, researchers, and students and for those from industry who wish to know more about the real-time application of user interface design. Human-computer interaction (HCI) is the academic discipline, which most of us think of as UI design, that focuses on how human beings and computers interact at ever-increasing levels of both complexity and simplicity. Because of the importance of the subject, this book aims to provide more relevant information that will be useful to students, academics, and rese...
Aquatic Environment Management
This reference book collates traditional and modern applications of remote sensing in aquatic ecosystem monitoring. It covers conventional assessment methods like sampling, surveying, and chlorophyll estimation. Advanced remote sensing technology provides timely spectral information for quantitative and qualitative assessment of water changes, volume, and vegetation. The book discusses space-borne, airborne, and drone geospatial data. The five sections broadly cover aquatic ecosystem monitoring, vegetation management, advanced modelling practices, and challenges. Key features Covers different types of aquatic ecosystems like wetlands, rivers, lakes, saline, and brackish Reviews the latest ap...
Immunomodulators in Aquaculture and Fish Health
This reference book provides updated information about different immunomodulators for managing fish health and sustainable aquaculture. Immunomodulators are dietary additives that enhance innate defense mechanisms and increase resistance against specific pathogens and diseases. The book covers the different types of immunostimulants, their modes of action, and their efficacies. It also reviews safety concerns, ethical regulations, limitations, and outreach to farmers. It discusses the application of herbal immunomodulators, antioxidants, pre- and pro-biotics, in disease management. Features: • Reviews the pressing topic of reduction of antibiotic use in aquaculture • Discusses herbal immunomodulators, nutrients, antioxidants and pre- and pro-biotics • Covers the topic of progressive immunomodulation using nanotechnology • Discusses fish health management in the ever-growing aquaculture industry • Includes natural and synthetic immunomodulators The book is meant for researchers and industry experts in aquaculture, fisheries science, and veterinary medicine.
Impacts and Challenges of Cloud Business Intelligence
Cloud computing provides an easier alternative for starting an IT-based business organization that requires much less of an initial investment. Cloud computing offers a significant edge of traditional computing with big data being continuously transferred to the cloud. For extraction of relevant data, cloud business intelligence must be utilized. Cloud-based tools, such as customer relationship management (CRM), Salesforce, and Dropbox are increasingly being integrated by enterprises looking to increase their agility and efficiency. Impacts and Challenges of Cloud Business Intelligence is a cutting-edge scholarly resource that provides comprehensive research on business intelligence in cloud computing and explores its applications in conjunction with other tools. Highlighting a wide range of topics including swarm intelligence, algorithms, and cloud analytics, this book is essential for entrepreneurs, IT professionals, managers, business professionals, practitioners, researchers, academicians, and students.
Dear Men
'I really loved her but I broke up with her because my mother didn't think she would adjust in our family.' – Raul, engineer, 29 ~ 'I liked being angry. I wanted to hate the world, be angry, so I didn't have to be sad.' – Dhairya, photographer, 34 ~ 'I want a harem. But I want to be the only guy in a woman's life.' – Dushyant, lawyer, 27 In startling, often revelatory interviews Dear Men shows how Indian men across ages navigate romantic relationships in a country that is still teetering on the cusp of modern and traditional. Direct, often tongue-in-cheek, accessible and engaging, the book is an investigation of what sexual boundaries really mean to Indian men, how they deal with online dating, manage traditional gender roles, talk about their mental health, if they think romance is still relevant, what marriage means to them, and why they hurt the women they love. Dear Men hopes to start an honest and open dialogue with Indian men about subjects that are becoming more and more relevant as movements like #MeToo gain traction.
Artificial Intelligence and Machine Learning in 2D/3D Medical Image Processing
Digital images have several benefits, such as faster and inexpensive processing cost, easy storage and communication, immediate quality assessment, multiple copying while preserving quality, swift and economical reproduction, and adaptable manipulation. Digital medical images play a vital role in everyday life. Medical imaging is the process of producing visible images of inner structures of the body for scientific and medical study and treatment as well as a view of the function of interior tissues. This process pursues disorder identification and management. Medical imaging in 2D and 3D includes many techniques and operations such as image gaining, storage, presentation, and communication....
