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MACHINE LEARNING MASTERY: ALGORITHMS, APPLICATIONS AND INSIGHTS
Machine learning is an area of artificial intelligence (AI) that focuses on the development of algorithms and models that allow computers to learn and make predictions or judgments without being explicitly programmed. This is accomplished by teaching the computer to learn from its own experiences. The creation and development of computer systems that are able to automatically analyze and understand complicated data in order to enhance their performance over time is the focus of this field. The foundation of machine learning is the construction of mathematical models that are capable of gaining knowledge from data. These models are educated using a collection of instances that have been label...
Innovations in Bio-Inspired Computing and Applications
This book highlights recent research on bio-inspired computing and its various innovative applications in information and communication technologies. It presents 85 high-quality papers from the 13th International Conference on Innovations in Bio-Inspired Computing and Applications (IBICA 2022) and 12th World Congress on Information and Communication Technologies (WICT 2022), which was held online during 15–17 December 2022. As a premier conference, IBICA–WICT brings together researchers, engineers and practitioners whose work involves bio-inspired computing, computational intelligence and their applications in information security, real-world contexts, etc. Including contributions by authors from 25 countries, the book offers a valuable reference guide for all researchers, students and practitioners in the fields of Computer Science and Engineering.
Machine Learning Hybridization and Optimization for Intelligent Applications
This book discusses state-of-the-art reviews of the existing machine learning techniques and algorithms including hybridizations and optimizations. It covers applications of machine learning via artificial intelligence (AI) prediction tools, discovery of drugs, neuroscience, diagnosis in multiple imaging modalities, pattern recognition approaches to functional magnetic resonance imaging, image and speech recognition, automatic language translation, medical diagnostic, stock market prediction, traffic prediction, and product automation. Features: • Focuses on hybridization and optimization of machine learning techniques. • Reviews supervised, unsupervised, and reinforcement learning using...
Therapeutic, Probiotic, and Unconventional Foods
Therapeutic, Probiotic and Unconventional Foods compiles the most recent, interesting and innovative research on unconventional and therapeutic foods, highlighting their role in improving health and life quality, their implications on safety, and their industrial and economic impact. The book focuses on probiotic foods, addressing the benefits and challenges associated with probiotic and prebiotic use. It then explores the most recently investigated and well-recognized nutraceutical and medicinal foods and the food products and ingredients that have both an impact on human health and a potential therapeutic effect. The third and final section explores unconventional foods and discusses intri...
Portraits
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TEXTBOOK OF IMMUNOLOGY, Second Edition
Primarily intended as a textbook for the undergraduate and postgraduate students of Biosciences, Biotechnology and Biochemistry, this compact and well-organized text now in its Second Edition introduces a chapter on Immunity to Infectious Agents. The book gives complete coverage of all the key topics in modern immunology without excessive detail or theoretical discussion. Each chapter is enriched with numerous well-labelled illustrations. Beginning with an introduction to the immune system including different types of immunity, immunogens and immunoglobulins, this text covers the basic concepts of antigen–antibody interaction and various methods of deter-mining them. It also includes topic...
Indian Muslims and Partition of India
This Book Originally Appeared In 1951 Under The Title Makers Of Pakistan And Modern Muslim India(By A.H. Albiruni), And Has Been An Important Source Book For The History Of The Period It Deals With.The Earlier Book, As Its Title Indicat¬Ed, Was An Account Of The Lives And Activities Of The Leaders Who Enabled Muslim India To Recover From The Loss Of Political Power Culminating In The Exile Of The Last Mughul Emperor In 1858, And Who So Guided Its Affairs As To Lead To The Establishment Of The Independent State Of Pakistan.The Original Book Has Been Greatly Enlarged And, Although The Approach Remains Basically Biographical, Many New Chapters Giving The Background Of The Period And Various Historical Developments Have Been Added. Out Of The Fifteen Chapters, Five Are Entirely New, Including A Long Chapter On The Developments In The Areas Which Now Constitute Pakistan With Considerable Additions In Others. Personalities From Muslim Bengal Have Been Fully Dealt With, And Advantage Has Been Taken Of The Publication Of Considerable New Material Relating To Partition To Make The Account Comprehensive. An Im¬Portant New Section Relates To Jinnah, The Man And The Statesman.
Applied Molecular Biotechnology
Applied Molecular Biotechnology: The Next Generation of Genetic Engineering explains state-of-the-art advances in the rapidly developing area of molecular biotechnology, the technology of the new millennium. Comprised of chapters authored by leading experts in their respective fields, this authoritative reference text:Highlights the latest omics-ba
