Penerapan Discrete Wavelet Trnasform dan Algoritma XGBoost untuk Deteksi Event Mikorseismik Pra-Hydraulic Fracturing di Lapangan X, Formasi Talang Akar = Application of Discrete Wavelet Transform and XGBoost Algorithm for Pre-Hydraulic Fracturing Microseismic Event Detection in X Field, Talang Akar Formation

Rancang Bangun Sistem Deteksi Pencurian Tenaga Listrik Menggunakan Algoritma Klasifikasi Extreme Gradient Boosting (XGBoost) pada Data Pemakaian Listrik Pelanggan Pascabayar = Design and Development of an Electricity Theft Detection System Using Extreme Gradient Boosting (XGBoost) Classification Algorithm on Postpaid Customer Electricity Consumption Data.

Pendeteksian Fase P pada Sinyal Gempa Bumi Menggunakan Pemodelan Convolutional Neural Network 1D (1D CNN) dan Long Short-Term Memory (LSTM) dengan Input Frekuensi Dominan. = Detection of P Phase in Earthquake Signals Using Convolutional Neural Network 1D (1D CNN) and Long Short Term Memory (LSTM) Modeling with Dominant Frequency as Input Feature.

Peningkatan Akurasi Model Klasifikasi Hujan pada Algoritma XGBoost melalui Hyperparameter Tuning = Improving the Accuracy of Rainfall Classification Models in the XGBoost Algorithm through Hyperparameter Tuning

Pengembangan Deteksi Anomali Jaringan Menggunakan Xgboost Dengan Optuna Tuning = Development of Network Anomaly Detection using Xgboost with Optuna Tuning