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Advanced Machine Learning
DESCRIPTION Our book is divided into several useful concepts and techniques of machine learning. This book serves as a valuable resource for individuals seeking to deepen their understanding of advanced topics in this field. Learn about various learning algorithms, including supervised, unsupervised, and reinforcement learning, and their mathematical foundations. Discover the significance of feature engineering and selection for enhancing model performance. Understand model evaluation metrics like accuracy, precision, recall, and F1-score, along with techniques like cross-validation and grid search for model selection. Explore ensemble learning methods along with deep learning, unsupervised ...
Concepts of Artificial Intelligence and its Application in Modern Healthcare Systems
This reference text presents the usage of artificial intelligence in healthcare and discusses the challenges and solutions of using advanced techniques like wearable technologies and image processing in the sector. Features: Focuses on the use of artificial intelligence (AI) in healthcare with issues, applications, and prospects Presents the application of artificial intelligence in medical imaging, fractionalization of early lung tumour detection using a low intricacy approach, etc Discusses an artificial intelligence perspective on wearable technology Analyses cardiac dynamics and assessment of arrhythmia by classifying heartbeat using electrocardiogram (ECG) Elaborates machine learning models for early diagnosis of depressive mental affliction This book serves as a reference for students and researchers analyzing healthcare data. It can also be used by graduate and post graduate students as an elective course.
Applications of Machine Learning
This book covers applications of machine learning in artificial intelligence. The specific topics covered include human language, heterogeneous and streaming data, unmanned systems, neural information processing, marketing and the social sciences, bioinformatics and robotics, etc. It also provides a broad range of techniques that can be successfully applied and adopted in different areas. Accordingly, the book offers an interesting and insightful read for scholars in the areas of computer vision, speech recognition, healthcare, business, marketing, and bioinformatics.
Deep Learning in Visual Computing and Signal Processing
Covers both the fundamentals and the latest concepts in deep learning Presents some of the diverse applications of deep learning in visual computing and signal processing Includes over 90 figures and tables to elucidate the text
Making Innovations Happen (National Innovation Conclave, NIC 2015)
The proceedings of this conclave include invited talks from nearly a dozen persons of eminence from across the country including the Industry, academia and the Government organisations. This Conclave Brought together all the stake-holders, viz., Industry, Academic, Innovators, Entrepreneurs, R&D organisations, and Policy makers to synergistically discuss, share, display and learn about the cutting edge innovations and technologies that can help enhancing the productivity, improve quality of production, enhance self-reliance and act as a catalyst to the economic growth of the country.
Proceedings of Third International Conference on Computing, Communications, and Cyber-Security
This book features selected research papers presented at the Third International Conference on Computing, Communications, and Cyber-Security (IC4S 2021), organized in Krishna Engineering College (KEC), Ghaziabad, India, along with Academic Associates; Southern Federal University, Russia; IAC Educational, India; and ITS Mohan Nagar, Ghaziabad, India, during October 30–31, 2021. It includes innovative work from researchers, leading innovators, and professionals in the area of communication and network technologies, advanced computing technologies, data analytics and intelligent learning, the latest electrical and electronics trends, and security and privacy issues.
Ultraviolet Light in Human Health, Diseases and Environment
This book is about the roles and importance of Ultraviolet (UV) light from sun and from man-made UV lamps in our daily life, on health and diseases, also its application in sterilization and treatment. The key words are: reactive oxygen species, DNA damage, UV mutagenicity, skin cancers, polymorphous light eruption, Xeroderma pigmentosum, vitiligo, psoriasis, rheumatoid arthritis, diabetes mellitus, metabolic syndromes, cardiovascular diseases, dermatology, photobiology, photodermatosis, vitamin D synthesis, vitamin D efficiency, water sterilization, blood sterilization, phototherapies, skin tanning and UV dosimeter. The book starts with introduction to UV light and the history of developmen...
Middle of Diamond India
Middle of Diamond India proposes a revolutionary idea - that India has long ignored its largest and most talented segment, citizens in the Tier 2 and Tier 3 districts, its Middle. The book reveals the hidden stories of those in its Middle who have been ignored owing to their location and language. By examining India's revolutionary past, its culture, its citizens, its innovators, and its spirit, the book illuminates this Diamond shaped India. Replete with characters, anecdotes, insights, research and accounts of an annual pilgrimage on a special train-Jagriti Yatra, and an enterprise ecosystem established in Deoria district, the book outlines a new vision of India focussed on its rising Middle. It proposes a Banyan Revolution over the coming twenty-five years of Amrit Kaal, using the tool of enterprise or Udyamita that can ignite a national renaissance. The book argues that by recognizing and awakening the entrepreneurial vitality of those in small towns and districts, we can create meaning for millions of citizens and define a new modernity for India.
Queer sexualities in Indian Culture : Critical Responses
The anthology Queer Sexualities in Indian Culture: Critical Responses surveys the queer (LGBTQIA+) space in Indian culture in reference to literature, movies and other important media of culture. Shedding light on the marginalised position of queer in Indian culture, the anthology seeks sympathy for this minority class of people from majorities. It traces out factors like gender stereotype, body politics, prejudism etc. causing these minorities to lead a life of invisibility. Along with a critical introduction and an interview with queer activist and author Ruth Vanita, the anthology has covered sixteen well-explored articles through which authors have tried to sincerely articulate their noble ideas on queer studies in Indian context. The book will be helpful not only for readers who want to know about Indian queers but also prove resourceful to scholars who intend to do further studies on it.
