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Preface -- Preface to second edition -- Acknowledgments -- About the author -- Introduction -- Science dealing with data: statistic and data science -- Basic data mining methods for variable assessment -- Chaid-based data mining for paired-variable assessment -- The importance of straight data :...
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Cover -- Title Page -- Copyright Page -- Contents -- Foreword -- Preface -- State of the Art -- Forecasting in Social Settings: The State of the Art* -- I. The Facts -- A Brief History of Forecasting -- When Predictions Go Wrong -- Improving Forecasting Accuracy over Time -- The Importance of...
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Biostatistics -- Probability theory -- Medical Data Acquisition and Pre-processing -- Medical Image Processing -- Bio-signals -- Feature Extraction -- Introduction to machine learning -- Cancer detection : Breast Cancer Detection using Mammography, Ultrasound and Magnetic resonance imaging (MRI)...
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"The digital revolution is here. It's changing how work gets done, how industries are structured, and how people from all walks of life work, behave, and relate to each other. To thrive in a world driven by data and powered by algorithms, we must learn to see, think, and act in new ways. We need...
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"This book capture the state of the art trends and advancements in big data analytics, its technologies, and applications. The book also aims to identify potential research directions and technologies that will facilitate insight generation in various domains of science, industry, business, and...
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"[This book] is a key resource on the latest advances and research regarding the vast range of advanced systems and applications involved in machine intelligence. Highlighting multidisciplinary studies on decision theory, intelligent search, and multi-agent systems, this publication is an ideal...
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