Knowledge Engineering (KE) is a fi eld within artifi cial intelligence that develops knowledgebased systems. KE is the process of imitating how a human expert in a specifi c domain would act and take decisions. It contains large amounts of knowledge, like metadata and information about a data object that describes characteristics such as content, quality, and format, structure and processes. Such systems are computer programs that are the basis of how a decision is made or a conclusion is reached. It is having all the rules and reasoning mechanisms to provide solutions to real-world problems. This book presents an extensive collection of the recent fi ndings and innovative research in the information system and KE domain. Highlighting the challenges and diffi culties in implementing these approaches, this book is a critical reference source for academicians, professionals, engineers, technology designers, analysts, undergraduate and postgraduate students in computing science and related disciplines such as Information systems, Knowledge Engineering, Intelligent Systems, Artifi cial Intelligence, Cognitive Neuro - science, and Robotics. In addition, anyone who is interested or involved in sophisticated information systems and knowledge engineering developments will fi nd this book a valuable source of ideas and guidance.

This book is about the tragic journeys and livelihood insecurities of coastal fisherfolk jailed by India, Pakistan, Sri Lanka and Bangladesh for having entered each other's territorial waters. While reflecting on national anxieties and the deleterious politics of boundaries, it reveals how these fisherfolk create alternative maps and a new world of

This collection brings together nine essays, accompanied by nine short translations that expand the assumptions that have typically framed literary histories, and creatively re-draws their boundaries, both temporally and spatially. The essays, rooted in the humanities and informed by interdisciplinary area studies, explore multiple linkages between forms of print culture, linguistic identities, and diverse vernacular literary spaces in colonial and post-colonial South Asia. The accompanying translations-from Bengali, Hindi, Marathi, Tamil, and Urdu-not only round out these scholarly explorations and comparisons, but invite readers to recognise the assiduous, intimate, and critical labour of expanding access to the vernacular archive, while also engaging with the challenges-linguistic, cultural, and political-of rendering vernacular articulations of gendered experience and embodiment in English. Collectively, the essays and translations foreground complex and politicised expressions of gender and genre in fictional and non-fictional print materials and thus draw meaningful connections between the vernacular and literature, the everyday and the marginals, and gender and sentiment. They expand vernacular literary archives, canons and genealogies, and push us to theorise the nature of writing in South Asia. Literary Sentiments in the Vernacular is a significant new contribution to South Asian literary history and gender studies, and will be a great resource for academics, researchers, and advanced students of History, Literature, Cultural Studies, Politics, and Sociology. The chapters in this book were originally published as a special issue of South Asia: Journal of South Asian Studies.

This book is about the tragic journeys and livelihood insecurities of coastal fisherfolk jailed by India, Pakistan, Sri Lanka and Bangladesh for having entered each other 's territorial waters. While reflecting on national anxieties and the deleterious politics of boundaries, it reveals how these fisherfolk create alternative maps and a new world of debordering .

These fishworkers and coastal conflicts have been subjects of everyday news, but never a subject of serious study. A first of its kind, the present book breaks new ground by examining the journeys of these fisherfolk and coastal conflicts in South Asia from several overlapping but distinct perspectives: declining sea resources, security and border anxieties, suffering of the fisherfolk, their ambiguous identities and transnational movements. The book is also innovative in terms of methodology: it is fisherfolk-centric as it marginalizes the concerns of the state from the perspective of security; it questions the very basis of security and argues for a shift in its perspective.

MACHINE LEARNING AND DATA SCIENCE Written and edited by a team of experts in the field, this collection of papers reflects the most up-to-date and comprehensive current state of machine learning and data science for industry, government, and academia. Machine learning (ML) and data science (DS) are very active topics with an extensive scope, both in terms of theory and applications. They have been established as an important emergent scientific field and paradigm driving research evolution in such disciplines as statistics, computing science and intelligence science, and practical transformation in such domains as science, engineering, the public sector, business, social science, and lifestyle. Simultaneously, their applications provide important challenges that can often be addressed only with innovative machine learning and data science algorithms. These algorithms encompass the larger areas of artificial intelligence, data analytics, machine learning, pattern recognition, natural language understanding, and big data manipulation. They also tackle related new scientific challenges, ranging from data capture, creation, storage, retrieval, sharing, analysis, optimization, and visualization, to integrative analysis across heterogeneous and interdependent complex resources for better decision-making, collaboration, and, ultimately, value creation.

Caste and gender are complex markers of difference that have traditionally been addressed in isolation from each other, with a presumptive maleness present in most studies of Dalits ("untouchables") and a presumptive upper-casteness in many feminist studies. In this study of the representations of Dalits in the print culture of colonial north India, Charu Gupta enters new territory by looking at images of Dalit women as both victims and vamps, the construction of Dalit masculinities, religious conversion as an alternative to entrapment in the Hindu caste system, and the plight of indentured labor. The Gender of Caste uses print as a critical tool to examine the depictions of Dalits by colonizers, nationalists, reformers, and Dalits themselves and shows how differentials of gender were critical in structuring patterns of domination and subordination.