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DEEP LEARNING FOR DATA MINING: UNSUPERVISED FEATURE LEARNING AND REPRESENTATION
Deep learning has developed as a useful approach for data mining tasks such as unsupervised feature learning and representation. This is thanks to its ability to learn from examples with no prior guidance. Unsupervised learning is the process of discovering patterns and structures in unlabeled data without the use of any explicit labels or annotations. This type of learning does not require the data to be annotated or labelled. This is especially helpful in situations in which labelled data are few or nonexistent. Unsupervised feature learning and representation have seen widespread application of deep learning methods such as auto encoders and generative adversarial networks (GANs). These a...
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Water and Energy Management in India
This book provides an innovative, realistic and reliable solution to the common problem of Indian water and energy sector due to the onset of the Impact of Climate Change and Large-Scale Urbanization. Twelve Case Studies and One Review Paper that were included in this book depict the way soft computation techniques, simulation and decision-making framework can optimize the best solution from multiple solutions to the problems of water and energy management which corresponds to a novel symbiotic and synchronous nexus between water and the energy sector. All the studies included in this book are collected from all parts of India. The selected studies utilized the latest technologies like Multi-Criteria Decision Frame Work, Neural Networks and Nature-Based Optimization techniques to achieve diverse objectives from the prediction of climatic parameters to yield from ungauged watershed to performance optimization of Water Treatment Plant, Hydropower as well as futuristic alternative energy systems like Wave to Power Plants.
India's Glocal Leader
A stereotype image of Nara Chandrababu Naidu has been formed in the last 40 years. His story is remarkable at every level. But often questions, which is the important story? The one where he evolves into one of the extraordinary leaders in Indian politics over four decades? Or that of an ordinary man from a farming family who worked his way to the top by keeping his family and political party together? That which reflects his political acumen, intellect, and hardwork? Or the one that unveils the person who introduced Andhra Pradesh to India? This book attempts to show how Naidu has been a quintessential survivor in Indian politics. This book analyses how Naidu's ability to combine politics and governance has touched every aspect of Indian domestic and foreign policy, from the struggle for social, technological, economic and administrative reforms to creating world-class institutions. It establishes the fact that Naidu, today, is a symbol and an embodiment of many Indias - modern, progressive, rural and cultural.
Advances in Communication, Network, and Computing
This book constitutes the thoroughly refereed proceedings of the Third International Conference on Advances in Communication, Network, and Computing, CNC 2012, held in Chennai, India, February 24-25, 2012. The 41 revised full papers presented together with 29 short papers and 14 poster papers were carefully selected and reviewed from 425 submissions. The papers cover a wide spectrum of issues in the field of Information Technology, Networks, Computational Engineering, Computer and Telecommunication Technology, ranging from theoretical and methodological issues to advanced applications.
Social Change Among Balijas
The book with the origin and genesis of the caste,Balija.It is a socially and economically backward community.Their main occupation is petty busniess.It is a socially and economically exploited group.The book explains how these are called with different nomenclatures in different parts of India and the role of the noble people of the community in social development.It is a descriptive study dealing with the Balijas social life and political participation in nation development.The book suggests remedies for literacy economic development and is of immense use to the students and scholars who are concerned with the community studies.
Precolonial India in Practice
The society of traditional India is frequently characterized as static and dominated by caste. This study challenges older interpretations, arguing that medieval India was actually a time of dynamic change and fluid social identities. Using records of religious endowments from Andhra Pradesh, author Cynthia Talbot reconstructs a regional society of the precolonial past as it existed in practice.
Sita's Ramayana
The Ramayana is an epic poem by the Hindu sage Valmiki, written in ancient Sanskrit sometime after 300 BC. It is an allegorical story that contains important Hindu teachings, and it has had great influence on Indian life and culture over the centuries. Children are often encouraged to emulate the virtues of the two main characters -- Rama and Sita. The Ramayana is frequently performed as theater or dance, and two Indian festivals -- Dussehra and Divali -- celebrate events in the story. This version of The Ramayana is told from the perspective of Sita, the queen. After she, her husband Rama and his brother are exiled from their kingdom, Sita is captured by the proud and arrogant king Ravana a...
