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This book focuses on all the relevant topics of Deep Learning. It covers the conceptual, mathematical and practical aspects of deep learning & offers real time... Læs mere
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This book presents recent advancements in research, new methods and techniques, and applications in decision support... Læs mere
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The book introduces phenomenal growth of data generated by increasing numbers of genome sequencing projects and other... Læs mere
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Social media plays an important role for businesses and consumers. The importance of social media does not only stem from connecting businesses and consumers. It is also a very important resource. The main reason for this is that social media contains very important data.
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Survival analysis uses statistics to calculate time to failure. The book takes a fresh look at this complex subject by explaining how to use the Python programming language to perform this type of analysis.
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The book covers a large body of knowledge to help practitioners and researchers understand the problems, concepts, methods and tools involved in modern social data analytics. The book includes a wealth of material to choose from for courses in data science and analytics.
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Advances in Graph based Natural Language Processing (NLP) and Information Retrieval (IR) tasks have shown the importance of processing Graph of Words.
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The book focuses on problem solving for practitioners and model building for academicians under multivariate situations. This book helps readers in understanding the issues, such as knowing variability, extracting patterns, building relationships, and making objective decisions.
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Operations Research methods are used frequently in every field of modern life like industry, economy and medicine. This book brings together the latest advances of these methods.
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The focus of the book will be concentrated to the step-by-step explanation of applications of the algorithms to real... Læs mere
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Since the first edition of this book published, Bayesian networks have become even more important for applications in a vast array of fields.... Læs mere
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This book describes the fundamental concepts, methods, and applications of risk analysis and management. Containing contemporary case studies, such as... Læs mere