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This book provides state-of-the-art coverage of deep learning applications in image analysis. The book demonstrates various deep learning algorithms that can offer practical solutions for various image-related problems; also how these algorithms are used by scientists and scholars in industry and academia. This includes autoencoder and deep convolutional generative adversarial network in improving classification performance of Bangla handwritten characters, dealing with deep learning-based approaches using feature selection methods for automatic diagnosis of covid-19 disease from x-ray images, imbalance image data sets of classification, image captioning using deep transfer learning, develop...
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This book includes the proceedings of the first workshop on Recommender Systems in Fashion 2019. It presents a state of the art view of the advancements within the field of recommendation systems with focused application to e-commerce, retail and fashion. The volume covers contributions from academic as well as industrial researchers active within this emerging new field. Recommender Systems are often used to solve different complex problems in this scenario, such as social fashion-based recommendations (outfits inspired by influencers), product recommendations, or size and fit recommendations. The impact of social networks and the influence that fashion influencers have on the choices peopl...
James Whale was the most brilliant director of horror films Hollywood has ever seen, director of such classics as Frankenstein and Bride of Frankenstein (and indeed every horror film rated with four stars in Halliwell's Film Guide). But he was by no means a typical Hollywood product, both because he was English and because he was openly gay in the Hollywood of the 30s. Christopher Bram's moving and powerful novel portrays Whale in his last weeks of life in 1957, overwhelmed by images of his past, his working class childhood in Britain, Hollywood premieres in the 30s, friendships with Elsa Lanchester, Charles Laughton and Elizabeth Taylor. Consumed by the contrast between his past and his present obscurity, he conspires with his young gardener to provide his life with the dramatic ending it deserves.
Current Oil Market Developments and Their Impacts on the GCC comes at a time when global oil markets are witnessing substantial change. Oil prices have fluctuated from unprecedented highs to free falling by the end of 2008, and experiencing another steep drop by 2014. Other dramatic changes include a surge in global oil supply, weakness in demand (partly caused by slow growth in emerging countries), exploitation of oil shale, advancements in oil-extraction technology, and the emergence of renewable and clean energy sources. These developments have all impacted oil markets in particular and the global economy in general. In addressing the topic, this book consists of four chapters that examin...
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.
Written for students studying market research at both undergraduate and postgraduate levels, this book provides a comprehensive commentary on this increasingly important subject. It includes a CD-ROM containing valuable SNAP and XSIGHT Software demos, to enhance understanding of quantitative and qualitative aspects of marketing research.
This book presents high-quality, peer-reviewed papers from International Conference on Advanced Communications and Machine Intelligence (MICA 2023), hosted by National Institute of Technology Warangal, Telangana, India, during 30–31 October 2023. The book includes all areas of advanced communications and machine intelligence. The book is useful for academicians, scientists, researchers from industry, research scholars, and students working in these areas.