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  • The Essentials of Machine Learning in Finance and Accounting

    Series series Routledge Advanced Texts in Economics and Finance
    This book introduces machine learning in finance and illustrates how we can use computational tools in numerical finance in real-world context. These computational techniques are particularly useful in financial risk management, corporate bankruptcy prediction, stock price prediction, and portfolio management. The book also offers practical and managerial implications of financial and managerial ... Leer más

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    Series series Economics and Finance (R0)
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  • Introducing Survival and Event History Analysis

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  • Data Science for Economics and Finance

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    Series series Computer Science (R0)
    This open access book covers the use of data science, including advanced machine learning, big data analytics, Semantic Web technologies, natural language processing, social media analysis, time series analysis, among others, for applications in economics and finance. In addition, it shows some successful applications of advanced data science solutions used to extract new knowledge from data in ... Leer más

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  • Computational Intelligence Techniques for Trading and Investment

    Series series Routledge Advances in Experimental and Computable Economics
    Computational intelligence, a sub-branch of artificial intelligence, is a field which draws on the natural world and adaptive mechanisms in order to study behaviour in changing complex environments. This book provides an interdisciplinary view of current technological advances and challenges concerning the application of computational intelligence techniques to financial time-series forecasting, ... Leer más

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  • Best-Worst Scaling

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    Best-worst scaling (BWS) is an extension of the method of paired comparison to multiple choices that asks participants to choose both the most and the least attractive options or features from a set of choices. It is an increasingly popular way for academics and practitioners in social science, business, and other disciplines to study and model choice. This book provides an authoritative and ... Leer más

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  • Financial Analysis and Risk Management

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    Series series Economics and Finance (R0)
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  • Profit Driven Business Analytics

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    Series series Wiley and SAS Business Series
    Maximize profit and optimize decisions with advanced business analyticsProfit-Driven Business Analytics provides actionable guidance on optimizing the use of data to add value and drive better business. Combining theoretical and technical insights into daily operations and long-term strategy, this book acts as a development manual for practitioners seeking to conceive, develop, and manage advanced ... Leer más

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  • Data Mining Applications with R

    Data Mining Applications with R is a great resource for researchers and professionals to understand the wide use of R, a free software environment for statistical computing and graphics, in solving different problems in industry. R is widely used in leveraging data mining techniques across many different industries, including government, finance, insurance, medicine, scientific research and more. ... Leer más

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  • Machine Learning for Factor Investing: R Version

    Series series Chapman and Hall/CRC Financial Mathematics Series
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    This book is written for software product teams that use AI to add intelligent models to their products or are planning to use it. As AI adoption grows, it is becoming important that all AI driven products can demonstrate they are not introducing any bias to the AI-based decisions they are making, as well as reducing any pre-existing bias or discrimination.The responsibility to ensure that the AI ... Leer más

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  • Biostatistics Explored Through R Software: An Overview

    The term Statistics and Data is now familiar to most of us even though we are related to different fields such as Clinical, Biology, Business & Management, Engineering and Physical Sciences. Statistical methods are being applied in different fields including the emerging fields such as Machine Learning, Natural Language Processing and Artificial Intelligence because of the fact that each field ... Leer más

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