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  • Forecasting US movies box office performances in Turkey using machine learning algorithms 

    Authors:Çağlıyora, Sandy; Oztaysi, Briar; Sezgin, Selime
    Publisher and Date:(IOS PRESS, 2020)
    The motion picture industry is one of the largest industries worldwide and has significant importance in the global economy. Considering the high stakes and high risks in the industry, forecast models and decision support systems are gaining importance. Several attempts have been made to estimate the theatrical performance of a movie before or at the early stages of its release. Nevertheless, these models are mostly used for predicting domestic performances and the industry still struggles to ...

  • Machine learning algorithms for lamb survival 

    Authors:Emsen, Ebru; Aydın, Man Nuri; Ödevci, Bahadır
    Publisher and Date:(ELSEVIER SCI LTD, 2021-03)
    Lamb survival is influenced by the culmination of a sequence of often interrelated events including genetics, physiology, behaviour and nutrition, with the environment providing an overarching complication. Machine learning algorithms offer great flexibility with regard to problems of complex interactions among variables. The objective of this study was to use machine learning algorithms to identify factors affecting the lamb survival in high altitudes and cold climates. Lambing records were ...