Browsing School of Aerospace, Transport and Manufacturing (SATM) by Author "Jadhav, Swati"

Browsing School of Aerospace, Transport and Manufacturing (SATM) by Author "Jadhav, Swati"

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  • An academic review: applications of data mining techniques in finance industry 
    Jadhav, Swati; He, Hongmei; Jenkins, Karl W. (2017-05-31)
    With the development of Internet techniques, data volumes are doubling every two years, faster than predicted by Moore’s Law. Big Data Analytics becomes particularly important for enterprise business. Modern computational ...
  • Data mining in computational finance 
    Jadhav, Swati (2017-12)
    Computational finance is a relatively new discipline whose birth can be traced back to early 1950s. Its major objective is to develop and study practical models focusing on techniques that apply directly to financial ...
  • Information gain directed genetic algorithm wrapper feature selection for credit rating 
    Jadhav, Swati; He, Hongmei; Jenkins, Karl W. (Elsevier, 2018-04-22)
    Financial credit scoring is one of the most crucial processes in the finance industry sector to be able to assess the credit-worthiness of individuals and enterprises. Various statistics-based machine learning techniques ...
  • Prediction of earnings per share for industry 
    Jadhav, Swati; He, Hongmei; Jenkins, Karl W. (IEEE, 2016-08-01)
    Prediction of Earnings Per Share (EPS) is the fundamental problem in finance industry. Various Data Mining technologies have been widely used in computational finance. This research work aims to predict the future EPS with ...

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