Transportation Mode Detection from GPS data: A Data Science Benchmark study. - Akilu Rilwan Muhammad; Ana Aguiar; João Mendes-Moreira 001 (ITSC, 2021)

Inferring Transportation Mode Using Pooled Features from Time and Frequency Domains. - Akilu Rilwan Muhammad; Ana Aguiar; João Mendes Moreira 001 (ITSC, 2023)

Characterising Class Imbalance in Transportation Mode Detection: An Experimental Study. - Akilu Rilwan Muhammad; Ana Aguiar; João Mendes-Moreira 001 (IDEAL (2), 2024)

HiClass4MD: a Hierarchical Classifier for Transportation Mode Detection. - Akilu Rilwan Muhammad; Ana Aguiar; João Mendes-Moreira 001 (ITSC, 2024)