The present study has proposed three novel hybrid models by integrating traditional ensemble models, such as random forest, logitboost, and naive bayes, six newly developed of rotation forest (RF), decision tree (RF-DT), J48 (DF-J48), bayes (RF-NBT), neural network (RF-NN), M5P (RF-M5P) REPTree (RF-REPTree), with statistical i.e. weight evidence, logistic regression combination WOE LR. To predi...

Penelitian ini bertujuan untuk mengungkapkan para pemeluk Agama Islam atau muslim yang pertama berada di Cirebon Jawa Barat. Dalam hal ini, penelitian menjawab pertanyaan siapakah Metode digunakan adalah Sejarah terdiri dari Heuristik, Kritik, Interpretasi dan Historiografi. Selain itu juga menganalisis teks dalam Berita China Klenteng Talang Versi Kolonial dengan metode interteks pada teks-tek...

Learning data representations that reflect the customers’ creditworthiness can improve marketing campaigns, customer relationship management, and process management or credit risk assessment in retail banks. In this research, we show it is possible to steer latent space of Variational Autoencoder (VAE) using a semi-supervised learning framework specific grouping input called Weight Evidence (Wo...

Background: Higher education authorities continue to be concerned about dropout rates among university students. Dropping out affects cost efficiency and tarnishes the reputation of institution. As a result, profiling at risk student is crucial.
 Purpose: To build profile students using administrative data.
 Methods: The researcher employed data mining technique in which predictors we...

The main objective of this study is destined to combine the Analytical Hierarchy Process (AHP), Weight Evidence (WOE), Logistic Regression (LR) methods and geographic information system (GIS) predict landslide susceptibility Echorfa region (northwestern Algeria). Nine factors such as slope, aspect, lithology, distance faults, lineaments density, streams, precipitations, land use altitude are in...

The experimental dependence of the kinematic viscosity oil-water emulsions on temperature was examined. Oil-water with a high water content (up to 60%) were prepared by long-term mechanical stirring in cylindrical vessel using screw metal brushes. Stokes method used determine viscosity. Emulsions are opaque liquids. Therefore, movement ball's time between upper and lower layers liquid determine...