Mobile data traffic forecasting in UMTS networks based on SARIMA model: The case of Addis Ababa, Ethiopia. - Samuel Medhn; Bethelhem Seifu Shawel; Amel Salem; Dereje Hailemariam (AFRICON, 2017)

Deep-learning based Cooperative Spectrum Prediction for Cognitive Networks. - Bethelhem Seifu Shawel; Dereje Hailemariam Woldegebreal; Sofie Pollin (ICTC, 2018)

Convolutional LSTM-based Long-Term Spectrum Prediction for Dynamic Spectrum Access. - Bethelhem Seifu Shawel; Dereje H. Woldegebreal; Sofie Pollin (EUSIPCO, 2019)

Hybrid Prediction Model for Mobile Data Traffic: A Cluster-level Approach. - Bethelhem Seifu Shawel; Tsegamlak T. Debella; Getinet Tesfaye; Yonas Y. Tefera; Dereje H. Woldegebreal (IJCNN, 2020)

Recurrent Neural Network-based Base Transceiver Station Power Supply System Failure Prediction. - Yonas Yehualaeshet Tefera; Tewodros Kibatu; Bethelhem Seifu Shawel; Dereje Hailemariam Woldegebreal (IJCNN, 2020)