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Concepts and Real-Time Applications of Deep Learning
This book provides readers with a comprehensive and recent exposition in deep learning and its multidisciplinary applications, with a concentration on advances of deep learning architectures. The book discusses various artificial intelligence (AI) techniques based on deep learning architecture with applications in natural language processing, semantic knowledge, forecasting and many more. The authors shed light on various applications that can benefit from the use of deep learning in pattern recognition, person re-identification in surveillance videos, action recognition in videos, image and video captioning. The book also highlights how deep learning concepts can be interwoven with more modern concepts to yield applications in multidisciplinary fields. Presents a comprehensive look at deep learning and its multidisciplinary applications, concentrating on advances of deep learning architectures; Includes a survey of deep learning problems and solutions, identifying the main open issues, innovations and latest technologies; Shows industrial deep learning in practice with examples/cases, efforts, challenges, and strategic approaches.
Advances in Obstetrics and Gynecology (Vol. 3)
The book was conceived with a purpose of updating practicing gynecologists in the ever-changing field of medicine. We hope this book refreshes the readers on a wide variety of topics. The book for the first time brings to the readers the concept of obstetric High Dependency Unit and Intensive Care Unit. Although this has been the practice in the west, this concept needs to be introduced in many countries to optimally manage high-risk obstetric patients. The definition and management of placenta previa have changed over the years with more focus on conservative management and a greater emphasis on vaginal delivery. In the litigious environment that we live in today, safe anesthesia practice i...
Instant Love
"Polaroid and other instant cameras are beloived for the dreamy worlds they create. In this ... guide, [the authors] offer insider savvy about instant cameras both new and vintage; tips on how to shoot with each one; details about the various film types available; composition and lighting techniques: plus porojects for turning your photos into keepsake mementos. ..."--Back cover.
Computational Methods in Science and Technology
This book contains the proceedings of the 4TH International Conference on Computational Methods in Science and Technology (ICCMST 2024). The proceedings explores research and innovation in the field of Internet of things, Cloud Computing, Machine Learning, Networks, System Design and Methodologies, Big Data Analytics and Applications, ICT for Sustainable Environment, Artificial Intelligence and it provides real time assistance and security for advanced stage learners, researchers and academicians has been presented. This will be a valuable read to researchers, academicians, undergraduate students, postgraduate students, and professionals within the fields of Computer Science, Sustainability and Artificial Intelligence.
Software Engineering
This book presents selected proceedings of the annual convention of the Computer Society of India. Divided into 10 topical volumes, the proceedings present papers on state-of-the-art research, surveys, and succinct reviews. They cover diverse topics ranging from communications networks to big data analytics, and from system architecture to cyber security. This book focuses on Software Engineering, and informs readers about the state of the art in software engineering by gathering high-quality papers that represent the outcomes of consolidated research and innovations in Software Engineering and related areas. In addition to helping practitioners and researchers understand the chief issues involved in designing, developing, evolving and validating complex software systems, it provides comprehensive information on developing professional careers in Software Engineering. It also provides insights into various research issues such as software reliability, verification and validation, security and extensibility, as well as the latest concepts like component-based development, software process models, process-driven systems and human-computer collaborative systems.
Research Advances in the Integration of Big Data and Smart Computing
The volume, complexity, and irregularity of computational data in modern algorithms and simulations necessitates an unorthodox approach to computing. Understanding the facets and possibilities of soft computing algorithms is necessary for the accurate and timely processing of complex data. Research Advances in the Integration of Big Data and Smart Computing builds on the available literature in the realm of Big Data while providing further research opportunities in this dynamic field. This publication provides the resources necessary for technology developers, scientists, and policymakers to adopt and implement new paradigms in computational methods across the globe. The chapters in this publication advance the body of knowledge on soft computing techniques through topics such as transmission control protocol for mobile ad hoc networks, feature extraction, comparative analysis of filtering techniques, big data in economic policy, and advanced dimensionality reduction methods.
Deep Learning and Neural Networks: Concepts, Methodologies, Tools, and Applications
Due to the growing use of web applications and communication devices, the use of data has increased throughout various industries. It is necessary to develop new techniques for managing data in order to ensure adequate usage. Deep learning, a subset of artificial intelligence and machine learning, has been recognized in various real-world applications such as computer vision, image processing, and pattern recognition. The deep learning approach has opened new opportunities that can make such real-life applications and tasks easier and more efficient. Deep Learning and Neural Networks: Concepts, Methodologies, Tools, and Applications is a vital reference source that trends in data analytics a...
Multimedia Data Processing and Computing
This book focuses on different applications of multimedia with supervised and unsupervised data engineering in the modern world. It includes AI-based soft computing and machine techniques in the field of medical diagnosis, biometrics, networking, manufacturing, data science, automation in electronics industries, and many more relevant fields. Multimedia Data Processing and Computing provides a complete introduction to machine learning concepts, as well as practical guidance on how to use machine learning tools and techniques in real-world data engineering situations. It is divided into three sections. In this book on multimedia data engineering and machine learning, the reader will learn how...
Principles and Practice of Assisted Reproductive Technology
VOLUME 1: INFERTILITY SECTION 1: ANATOMY AND PHYSIOLOGY 1. Anatomy of the Reproductive System 2. Regulation and Physiology of Menstrual Cycle 3. Oogenesis and Folliculogenesis 4. Spermatogenesis 5. Fertilization and Embryogenesis 6. Implantation 7. Embryo Endometrial Crosstalk and Endometrial Receptivity SECTION 2: REPRODUCTIVE ENDOCRINOLOGY 8. Synthesis and Metabolism of Steroid Hormones 9. Puberty and Aberrations 10. Amenorrhea 11. Endocrine Disorders Affecting Reproduction 12. Hirsutism 13. Luteal Phase Defect 14. Anovulation 15. Declining Fertility SECTION 3: COMBINED TOPICS 16. Evaluation of Infertility 17. Immunology and Infertility 18. Cytogenetics and Subfertility 19. Obesity and Inf...
Communication Software and Networks
This book highlights a collection of high-quality peer-reviewed research papers presented at the Sixth International Conference on Information System Design and Intelligent Applications (INDIA 2019), held at Lendi Institute of Engineering & Technology, Vizianagaram, Andhra Pradesh, India, from 1 to 2 November 2019. It covers a wide range of topics in computer science and information technology, from wireless networks, social networks, wireless sensor networks, information and network security, to web security, Internet of Things, bioinformatics, geoinformatics and computer networks.
