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  • Using Fundamental Analysis and an Ensemble of Classifier Models Along with a Risk-Off Filter to Select Outperforming Companies

    Series series Synthesis Collection of Technology (R0)
    This book develops a quantitative stock market investment methodology using financial indicators that beats the benchmark of S&P500 index. To achieve this goal, an ensemble of machine learning models is meticulously constructed, incorporating four distinct algorithms: support vector machine, k-nearest neighbors, random forest, and logistic regression. These models all make use of financial ratios ... Leer más

    $143.99 USD

  • Stock Exchange Trading Using Grid Pattern Optimized by A Genetic Algorithm with Speciation

    The Case of S&P 500

    Series series Intelligent Technologies and Robotics (R0)
    This book presents a genetic algorithm that optimizes a grid template pattern detector to find the best point to trade in the SP 500. The pattern detector is based on a template using a grid of weights with a fixed size. The template takes in consideration not only the closing price but also the open, high, and low values of the price during the period under testing in contrast to the traditional ... Leer más

    $62.99 USD

  • Financial Data Resampling for Machine Learning Based Trading

    Application to Cryptocurrency Markets

    Series series Mathematics and Statistics (R0)
    This book presents a system that combines the expertise of four algorithms, namely Gradient Tree Boosting, Logistic Regression, Random Forest and Support Vector Classifier to trade with several cryptocurrencies. A new method for resampling financial data is presented as alternative to the classical time sampled data commonly used in financial market trading. The new resampling method uses a ... Leer más

    $62.99 USD

  • Parallel Genetic Algorithms for Financial Pattern Discovery Using GPUs

    Series series Engineering (R0)
    This Brief presents a study of SAX/GA, an algorithm to optimize market trading strategies, to understand how the sequential implementation of SAX/GA and genetic operators work to optimize possible solutions. This study is later used as the baseline for the development of parallel techniques capable of exploring the identified points of parallelism that simply focus on accelerating the heavy duty ... Leer más

    $49.99 USD

  • Adaptive Control of Solar Energy Collector Systems

    Series series Energy (R0)
    This book describes methods for adaptive control of distributed-collector solar fields: plants that collect solar energy and deliver it in thermal form. Controller design methods are presented that can overcome difficulties found in these type of plants:they are distributed-parameter systems, i.e., systems with dynamics that depend on space as well as time;their dynamics is nonlinear, with a ... Leer más

    $89.99 USD

  • CONTROLO 2022

    Proceedings of the 15th APCA International Conference on Automatic Control and Soft Computing, July 6-8, 2022, Caparica, Portugal

    Series series Springer Nature Proceedings excluding Computer Science
    This book offers a timely and comprehensive snapshot of research and developments in the fields of dynamic systems and control engineering. Covering a wide range of theoretical and practical issues, the contributions describes a number of different control approaches, such as PID control, adaptive control, nonlinear systems and control, intelligent monitoring and control based on fuzzy and neural ... Leer más

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  • Intelligent Decision Technology Support in Practice

    Series series Engineering (R0)
    This book contains a collection of innovative chapters emanating from topics raised during the 5th KES International Conference on Intelligent Decision Technologies (IDT), held during 2013 at Sesimbra, Portugal. The authors were invited to expand their original papers into a plethora of innovative chapters espousing IDT methodologies and applications. This book documents leading-edge contributions ... Leer más

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  • Intelligent Decision Technologies

    Proceedings of the 7th KES International Conference on Intelligent Decision Technologies (KES-IDT 2015)

    Series series Springer Nature Proceedings excluding Computer Science
    This book presents the 57 papers accepted for presentation at the Seventh KES International Conference on Intelligent Decision Technologies (KES-IDT 2015), held in Sorrento, Italy, in June 2015. The conference consists of keynote talks, oral and poster presentations, invited sessions and workshops on the applications and theory of intelligent decision systems and related areas. The conference ... Leer más

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  • Quantitative Portfolio Management

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  • Big Data Application in Power Systems

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  • Bioinspired Optimization Methods and Their Applications

    8th International Conference, BIOMA 2018, Paris, France, May 16-18, 2018, Proceedings

    Series series Springer Nature Proceedings Computer Science
    This book constitutes the thoroughly refereed revised selected papers of the 10th International Conference on Bioinspired Optimization Models and Their Applications, BIOMA 2018, held in Paris, France, in May 2018.The 27 revised full papers were selected from 53 submissions and present papers in all aspects of bioinspired optimization research such as new algorithmic developments, high-impact ... Leer más

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