BASIC STATISTICAL ESTIMATION OUTPERFORMS MACHINE LEARNING IN MONTHLY PREDICTION OF SEASONAL CLIMATIC PARAMETERS

Basic Statistical Estimation Outperforms Machine Learning in Monthly Prediction of Seasonal Climatic Parameters

Machine learning (ML) has been utilized to predict climatic parameters, and many successes have been reported in the literature.In this paper, we scrutinize the effectiveness of five widely used ML algorithms in the monthly prediction of seasonal climatic parameters using monthly image data.Specifically, we quantify the predictive performance of th

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The Ponte Delle Chianche on the Via Traiana in Buonalbergo (Benevento, Italy): New Data for an Integrated Study

This BELT article illustrates a systematic and updated study of the Ponte delle Chianche, a Roman bridge on the ancient Via Traiana built at the beginning of the second century AD and located near Buonalbergo (Benevento, Italy).The study aimed to retrieve all information contained in literary sources and to cross-reference them with new data from r

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Images of Russians and Americans as Seen by Russian Adolescents

The present research features the image of "the typical Russian" and "the typical American" as perceived by Russian adolescents (students of the Far Eastern Federal University).The images were reconstructed using methods of psychosemantics, e.g.verbal associations.The data were processed using the methods of mathematical Kits statistics.The semanti

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