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Ethics in Artificial Intelligence: Bias, Fairness and Beyond
This book is a collection of chapters in the newly developing area of ethics in artificial intelligence. The book comprises chapters written by leading experts in this area which makes it a one of its kind collections. Some key features of the book are its unique combination of chapters on both theoretical and practical aspects of integrating ethics into artificial intelligence. The book touches upon all the important concepts in this area including bias, discrimination, fairness, and interpretability. Integral components can be broadly divided into two segments – the first segment includes empirical identification of biases, discrimination, and the ethical concerns thereof in impact assessment, advertising and personalization, computational social science, and information retrieval. The second segment includes operationalizing the notions of fairness, identifying the importance of fairness in allocation, clustering and time series problems, and applications of fairness in softwaretesting/debugging and in multi stakeholder platforms. This segment ends with a chapter on interpretability of machine learning models which is another very important and emerging topic in this area.
Natural Bioactives from the Endophytes of Medicinal Plants
Endophytes from medicinal plants have garnered global attention due to their remarkable capacity to produce unique phytochemicals, pharmaceuticals and promising lead compounds. This book explores cutting-edge advancements in endophytic fungi research, encompassing a comprehensive exploration of their biodiversity, ecological dynamics, mechanisms of interaction and adaptive strategies. The book offers valuable insights into the therapeutic potential, agricultural applications, environmental impacts and commercial prospects of these fascinating organisms. While the contemporary books are limited to either taxonomic, ecological or practical discussions, this book presents a systematic compilati...
Exploring Medicinal Orchids
Orchids are fascinating ornamental flowers with a huge market both as cut flowers and potted plants, but they are also used in the traditional medicine system as they can be rich in phytochemicals with exceptional medicinal properties. This book, Exploring Medicinal Orchids, is a comprehensive guide for medicinally important orchids, their diversity, and their use in traditional and folk medicines. It presents information on secondary metabolites of medicinally active orchid species, pharmaceutical and medicinal applications, and describes advanced techniques of biotechnology in the conservation of medicinal orchids. Features Dedicated chapters discuss phytochemical constituents and medicina...
Symbiotic Association of Microorganisms with Medicinal and Herbal Plants
Research establishes that symbiotic association of microbes with medicinal and herbal plants enhance the growth and accumulation of bioactive materials, and that species of microbes including bacterial and fungal species play a key role. Symbiotic Association of Microorganisms with Medicinal and Herbal Plants identifies the important symbiotic association between microbes and medicinal plants, including perspectives in improving bioactive ingredients for the synthesis and preparation of pharmaceutical drugs. Features Provides a comprehensive overview of symbiotic association of microorganisms with medicinal and herbal plants Discusses the impacts of symbiotic association on the diversity, gr...
Research Challenges in Information Science
This book constitutes the proceedings of the 15th International Conference on Research Challenges in Information Sciences, RCIS 2021, which was planned to take place in Limassol, Cyprus, but had to change to an online event due to the COVID-19 pandemic. The conference took place virtually during May 11-14, 2021. It focused on the special theme "Information Science and Global Crisis". The scope of RCIS is summarized by the thematic areas of information systems and their engineering; user-oriented approaches; data and information management; business process management; domain-specific information systems engineering; data science; information infrastructures, and reflective research and pract...
13th International Conference on Biomedical Engineering
th On behalf of the organizing committee of the 13 International Conference on Biomedical Engineering, I extend our w- mest welcome to you. This series of conference began in 1983 and is jointly organized by the YLL School of Medicine and Faculty of Engineering of the National University of Singapore and the Biomedical Engineering Society (Singapore). First of all, I want to thank Mr Lim Chuan Poh, Chairman A*STAR who kindly agreed to be our Guest of Honour to give th the Opening Address amidst his busy schedule. I am delighted to report that the 13 ICBME has more than 600 participants from 40 countries. We have received very high quality papers and inevitably we had to turndown some papers....
Propagation to Pharmacopeia
Medicinal herbs and trees are some of the most trusted sources of traditional cures for most common diseases, even in the present day. The onset of COVID- 19 has increased the popularity of medicinal and herbal plants as well as their products over modern medicines in several instances. There is a considerable gap between demand and supply as most of these plants are not conventionally cultivated and are collected from forests. Most of the knowledge of the identification and utilization of medicinal and herbal plants is orally passed on from one generation to another and only occasionally documented. Propagation to Pharmacopeia: Modern Approaches in Medicinal Plants explores various aspects ...
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