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GANs for Data Augmentation in Healthcare
Computer-Assisted Diagnostics (CAD) using Convolutional Neural Network (CNN) model has become an important technology in the medical industry, improving the accuracy of diagnostics. However, the lack Magnetic Resonance Imaging (MRI) data leads to the failure of the depth study algorithm. Medical records often different because of the cost of obtaining information and the time-consuming information. In general, clinical data are unreliable, the training of neural network methods to distribute disease across classes does not yield the desired results. Data augmentation is often done by training data to solve problems caused by augmentation tasks such as scaling, cropping, flipping, padding, ro...
Agrochemicals in Plant Disease Management
The book is fabricated exclusively for M.Sc. (Agri.) and Ph.D. degree programmes in Plant Pathology, for all the universities of Agriculture, Horticulture, Forestry, Sericulture and the related streams of Botany. ‘Chemicals in Plant Disease Management’ is a compulsory subject in several degree programmes. The present book solely caters to the students of Plant Pathology, as it covers a wide range of topics related to chemicals used to control plant diseases, viz., Agrochemicals used in plant disease management: Current scenario; History and development of agrochemicals; Formulations, application and phytotoxicity of agrochemicals; Classification and modes of action of agrochemicals; Regi...
Sustainable Energy and Technological Advancements
This book contains selected papers presented at the First International Symposium on Sustainable Energy and Technological Advancements (ISSETA 2021), which was organized by the Department of Electrical Engineering, NIT Meghalaya, Shillong, India, during September 24–25, 2021. The topics covered in the book mainly focuses on the cutting-edge research domain with respect to sustainable energy technologies, smart building, integration, and application of multiple energy sources; advanced power converter topologies and their modulation techniques; and information and communication technologies for smart microgrids.
Pesticides
The edited book Pesticides - Toxic Aspects contains an overview of attractive researchers of pesticide toxicology that covers the hazardous effects of common chemical pesticide agents employed every day in our agricultural practices. The combination of experimental and theoretical pesticide investigations of current interest will make this book of significance to researchers, scientists, engineers, and graduate students who make use of those different investigations to understand the toxic aspects of pesticides. We hope that this book will continue to meet the expectations and needs of all interested in different aspects of pesticide toxicity.
Soft Computing and Signal Processing
The book presents selected research papers on current developments in the field of soft computing and signal processing from the International Conference on Soft Computing and Signal Processing (ICSCSP 2018). It includes papers on current topics such as soft sets, rough sets, fuzzy logic, neural networks, genetic algorithms and machine learning, discussing various aspects of these topics, like technological, product implementation, contemporary research as well as application issues.
Citrus
Citrus is an extensively produced fruit crop and is cultivated predominantly in tropical and subtropical regions of the world. The Citrus genus consists of a variable number of species due to the admixture of wide morphological diversity, intra- and interspecific sexual compatibility, apomixis, and spontaneous mutations. Citrus fruits are highly nutritious and beneficial for health due to the presence of bioactive compounds that have antioxidant, antitumor, anti-inflammatory, and blood clot-inhibiting characteristics. This book describes the citrus plant and its nutrients, nutritional value, and nutraceutical applications, as well as related biotic and abiotic challenges in its cultivation. Chapters cover such topics as citrus genealogy, production, and crop management; milestones achieved in citrus improvement; importance of weather conditions in cropping systems; effects of changing climate on citrus; and much more.
Integration and Implementation of the Internet of Things Through Cloud Computing
The internet of things (IoT) has drawn great attention from both academia and industry, since it offers a challenging notion of creating a world where all things around us are connected to the internet and communicate with each other with minimal human intervention. Another component for helping IoT to succeed is cloud computing. The combination of cloud computing and IoT will enable new monitoring services and powerful processing of sensory data streams. These applications, alongside implementation details and challenges, should also be explored for successful mainstream adoption. IoT is also fueled by the advancement of digital technologies, and the next generation era will be cloud-based ...
Until We Meet Again
Some people believe that saying "goodbye" or simply "bye" means "forever." Either forever or for a long time. When you say "until we meet again," people get the impression that there will be another time. It could happen sooner rather than later. "Until we meet again" provides variety and flavour to how people can end discussions and encounters. “Until We Meet Again” is a book that consist of heartfelt poems and proses that talks about some unfinished goodbyes, unrequited love and abandoned stories that will overwhelm you.
