This article analyses the social and economic situation of citizens deprived suffrage for engagement in trade during years NEP, with reference to a biography reconstruction Vasily Ivanovich Lagutkin (1883–1933), an ordinary USSR citizen. The methodological basis research is anthropological approach synthesis macro- microhistory. main source personal file citizen who filed petition election comm...

Abstract Béla Bartók's relationship with the Pro Arte Quartet was not as personal composer-pianist's Waldbauer-Kerpely Quartet, New Hungarian or even Kolisch Quartet. Professionally, however, it equally fruitful. This study describes between composer and quartet, mainly based on surviving correspondence Bartók impresario Gaston Verhuyck-Coulon, Viennese publisher Universal Edition. It discusses...

This work reports the results of four ensemble approaches with the M5 model tree as the base regression model to anticipate Sodium Adsorption Ratio (SAR). Ensemble methods that combine the output of multiple regression models have been found to be more accurate than any of the individual models making up the ensemble. In this study additive boosting, bagging, rotation forest and random subspace...

While it is common practice for health surveys to include an open-ended question asking for additional comments, the responses to these questions are often not analysed or used by researchers as data. The current project employed an automated semantic program to assess the useability and thematic content of the responses to an open-ended free response item included in the Australian Longitudina...

This paper examines how a cognitive boundary with no physical presence has affected life in the cities of Jaffa and Tel Aviv, not only during its time of existence (1921-1950) but many decades after it was erased from all official documents. In 1921, the national aspirations of Jews in Jaffa, embraced by the local British Mandate government, triggered a segregation process that resulted in an o...

Anti-Friction Bearing (AFB) is a very important machine component and its unscheduled failure leads to cause of malfunction in wide range of rotating machinery which results in unexpected downtime and economic loss. In this paper, ensemble machine learning techniques are demonstrated for the detection of different AFB faults. Initially, statistical features were extracted from temporal vibratio...

In view of pollution prediction modeling, the study adopts homogenous (random forest, bagging, and additive regression) and heterogeneous (voting) ensemble classifiers to predict the atmospheric concentration of Sulphur dioxide. For model validation, results were compared against widely known single base classifiers such as support vector machine, multilayer perceptron, linear regression and re...