Artificial Neural Network have been widely applied in various fields including prediction, medical diagnosis, signal processing and classification. The most widely used Artificial Neural Network for classification is the Backpropagation algorithm, because the Backpropagation algorithm can learn data patterns very well and produce fairly accurate output but requires a very long time. This study …
Counter-Strike is a first-person shooter game, based on a team between Terrorists and Counter-Terrorists consisting of several players inside. Counter-Strike: Global Offensive is the fourth major Counter-Strike series developed by Valve in 2012 and is the most played series to date worldwide. Over time, players who lose a lot use unfair means, such as using cheat programs or script injection. T…
Diabetes is a condition caused by an increase in glucose or sugar levels in the blood. Diabetes cannot be cured, but with proper control, organ failure and tissue damage can be prevented. In response to this condition, early detection of diabetes needs to be done by developing software for diabetes diagnosis using artificial neural networks. The most commonly used algorithm is backpropagation. …
Email is a written communication tool commonly used in everyday life. The problem with e mail is spam. This study includes a machine learning approach, Support Vector Machine, which is used for spam classification on e-mail. Using two datasets, data that has not been vectorized and data that has been vectorized. For data that has not been vectorized, the first step taken is processing the text …
Sebagai salah satu universitas negeri di Sumatera Selatan, Universitas Sriwijaya (UNSRI) berupaya untuk menjadi universitas terkemuka di Indonesia yang berbasis riset dan memiliki keunggulan di berbagai cabang ilmu. Salah satu faktor penting dalam pengembangan mutu universitas adalah kinerja dosen. Selama ini, sistem penilaian kinerja dosen bersifat tertutup. Dosen hanya dapat melihat apakah ke…