There are more than 80 different sleep disorders including insomnia, sleep apnea, restless leg syndrome, hypersomnia, circadian rhythm disorders, and parasomnia. Good sleep is necessary for optimal health and can affect hormone levels and weight. The use of artificial intelligence (AI) and biomedical signals and images can help in healthcare diagnostics that are related to these and other sleep disorders. Advancing the Investigation and Treatment of Sleep Disorders Using AI presents an overview of sleep disorders based on machine intelligence methods in order to learn and explore the latest advancements, developments, methods, systems, futuristic approaches, and algorithms towards sleep disorders and to address their challenges. This book also discusses recent and future advancements in various feature extraction techniques and machine learning methods. Covering topics such as biomedical signal processing, augmented reality for clinical investigation, and sleep disorder detection, this book is essential for sleep medicine practitioners, clinical psychologists, psychiatrists, medical technologists, doctors, IT specialists, biomedical engineers, researchers, graduate students, and academicians.

Object detection is a basic visual identification problem in computer vision that has been explored extensively over the years. Visual object detection seeks to discover objects of specific target classes in a given image with pinpoint accuracy and apply a class label to each object instance. Object recognition strategies based on deep learning have been intensively investigated in recent years as a result of the remarkable success of deep learning-based image categorization. In this book, we go through in detail detector architectures, feature learning, proposal generation, sampling strategies, and other issues that affect detection performance. The book describes every newly proposed novel solution but skips through the fundamentals so that readers can see the field's cutting edge more rapidly. Moreover, unlike prior object detection publications, this project analyses deep learning-based object identification methods systematically and exhaustively, and also gives the most recent detection solutions and a collection of noteworthy research trends. The book focuses primarily on step-by-step discussion, an extensive literature review, detailed analysis and discussion, and rigorous experimentation results. Furthermore, a practical approach is displayed and encouraged.

This text emphasizes the importance of artificial intelligence techniques in the field of biological computation. It also discusses fundamental principles that can be applied beyond bio-inspired computing. It comprehensively covers important topics including data integration, data mining, machine learning, genetic algorithms, evolutionary computation, evolved neural networks, nature-inspired algorithms, and protein structure alignment. The text covers the application of evolutionary computations for fractal visualization of sequence data, artificial intelligence, and automatic image interpretation in modern biological systems. The text is primarily written for graduate students and academic researchers in areas of electrical engineering, electronics engineering, computer engineering, and computational biology. This book: * Covers algorithms in the fields of artificial intelligence, and machine learning useful in biological data analysis. * Discusses comprehensively artificial intelligence and automatic image interpretation in modern biological systems. * Presents the application of evolutionary computations for fractal visualization of sequence data. * Explores the use of genetic algorithms for pair-wise and multiple sequence alignments. * Examines the roles of efficient computational techniques in biology.

Explores information on the present and future of sustainable lubricants due to its accelerated demands in industries Provides conceptual overview of lubricant application in manufacturing and automobile industries Discusses lubricants used in the micro-electromechanical systems (MEMS), nano-electromechanical systems (NEMS), tribo-systems under extreme conditions and for biomedical applications Reviews information about various types of additives and their role in lubricants, and their cost effectiveness Includes case studies related to journal-bearing/gear drive systems

Describes the background of manufacturing techniques in brief including advent of and introduction to modern manufacturing techniques (MMTs) Reviews various types of MMTs established in recent years and their accelerated growth and development innovation driven applications Overviews the physical and chemical techniques used for nanomaterials production Explores the fabrication mechanism of MEMS, NEMS, semiconductors and optical devices Provides a conceptual overview of AM technologies

This book summarizes the fundamental and established methods for the synthesis of nanoparticles, providing readers with an organized and comprehensive insight into the field of nanoparticle technology. In addition to exploring the characterization and applications of nanoparticles, it also focuses on the recently explored corona discharge micromachining - Electrical Discharge Micromachining (EDMM) - method to synthesize inorganic nanoparticles. In the synthesis of nanoparticles, organic materials often play an indispensable role, such as providing stabilizers in the form of capping agents. This book will be of interest to advanced undergraduate and graduate students studying physics and engineering, as well as professionals and academics looking for an introduction to the nature and foundations of nanoparticle synthesis. Features: Provides diagnostic tools for the characterization of nanoparticles Explores the cutting-edge EDMM method for the synthesis and characterization of nanoparticles Discusses possible methods to overcome agglomeration of nanoparticles and achieve stable dispersion, in addition to examining the application suitability of synthesized nanoparticles

This new book on the sustainable management of insect pests in important vegetables offers valuable management strategies in detail. It focuses on eco-friendly technology and approaches to mitigating the damage caused by insect pests with special reference to newer insecticides. Chapters in the volume provide an introduction to vegetable entomology and go on to present a plethora of research on sustainable eco-friendly pest management strategies for root vegetables, spice crops, tuber crops, and more. Vegetable crops that are infested by several insect pests from the nursery to the harvesting stage cause enormous crop losses. Given that it is estimated that up to 40 percent of global crops are lost to agricultural pests each year, new research on effective management strategies is vital. The valuable information provided in this book will be very helpful for faculty and advanced-level students, scientists and researchers, policymakers, and others involved in pest management for vegetable crops.

Stored products of agriculture and animal origin are attacked by more than 600 species of beetles, 70 species of moths, and about 355 species of mites, causing huge quantitative and qualitative losses and insect contamination in food commodities. This is an important quality control problem. This book, Insect Pests of Stored Grain: Biology, Behavior, and Management Strategies, provides comprehensive coverage of stored product entomology for the sustainable management of insects and other noninsect pests, such as mites, birds, rodents, and fungi, with the aim to mitigate and eliminate these losses of food from grains. The author, who has studied sustainable and herbal management of stored grain and seed insect pests in his research, considers sustainable management of stored grain insect pests and eco-friendly approaches along with the utilization of waste materials. Starting with a history of stored product entomology from the beginning to the modern era in detail along with an introduction of storage entomology, the book then goes on to cover a range of important issues, including Significant developments in the field of storage entomology Classification and identification of important stored grain insects Major stored product coleopteran and lepidopteran insects that infest stored commodities Estimation of losses caused by stored grain insect pests Factors responsible for infestation of stored grain insects Different storage structures Alternative methods for the management of stored grain insects by utilization of behavior modification techniques or utilization of secondary metabolites of plants Fumigation of stored grains for the protection of infestation Insect Pests of Stored Grain: Biology, Behavior, and Management Strategies covers a vast amount of valuable information on stored product entomology for the sustainable management of insects and other noninsect pests.

This book summarizes the fundamental and established methods for the synthesis of nanoparticles, providing readers with an organized and comprehensive insight into the field of nanoparticle technology. In addition to exploring the characterization and applications of nanoparticles, it also focuses on the recently explored corona discharge micromachining - Electrical Discharge Micromachining (EDMM) - method to synthesize inorganic nanoparticles. In the synthesis of nanoparticles, organic materials often play an indispensable role, such as providing stabilizers in the form of capping agents. This book will be of interest to advanced undergraduate and graduate students studying physics and engineering, as well as professionals and academics looking for an introduction to the nature and foundations of nanoparticle synthesis. Features: Provides diagnostic tools for the characterization of nanoparticles Explores the cutting-edge EDMM method for the synthesis and characterization of nanoparticles Discusses possible methods to overcome agglomeration of nanoparticles and achieve stable dispersion, in addition to examining the application suitability of synthesized nanoparticles

This book presents new ideas and ways of considering, evaluating and interpreting human diseases and making strategies for their treatment. The method is very systemic, logical and scientific.