Mulugeta Weldezgina Asres is a Ph.D. researcher on Large-Scale Contextual Time-Aware Anomaly Detection Systems for CERN CMS HCAL detector.
He received his B.Sc. and M.Sc. in Computer Engineering at EiT-M, Mekelle University, Ethiopia, with honors of Gold-Medal Award, in 2012 and 2016, respectively. He conducted his Master's thesis and post-graduate research on machine learning for NILM (Non-intrusive Load Monitoring) of complex systems at Midori Srl, an innovative start-up in energy efficiency incubated in I3P, Italy.
He is a former academic member of Mekelle University (2012-2017) and Polytechnic of Turin, Italy, (2018-2020), who researched and developed various AI-powered industrial data science and monitoring applications.
Multivariate Time-Series, Large Datasets, Anomaly Detection, Data Science, Data-Driven Models, Deep Learning, IoT, and Industry 4.0
Graduate Research Fellow at Center of Artificial Intelligence Research (CAIR), Norway
Research Fellow at Politecnico di Torino, Turin Area, Italy
2018 - 2020
NILM Researcher and Developer at Midori srl, Turin Area, Italy
2016 - 2018
Lecturer and Researcher at Ethiopian Institute of Technology - Mekelle, Ethiopia
2013 - 2017
R & D
Asres, MW, Ardito, L., & Patti, E. (2021). Computational Cost Analysis and Data-Driven Predictive Modeling of Cloud-based Online NILM Algorithm. IEEE Transactions on Cloud Computing, (01), 1-1.
Asres, MW, Mengistu, MA, Castrogiovanni, P., Bottaccioli, L., Macii, E., Patti, E., & Acquaviva, A. (2020). Supporting Telecommunication Alarm Management System With Trouble Ticket Prediction. IEEE Transactions on Industrial Informatics, 17 (2), 1459-1469.
Asres, MW, Girmay, AA, Camarda, C., & Tesfamariam, GT (2019). Non-intrusive load composition estimation from aggregate ZIP load models using machine learning. International Journal of Electrical Power & Energy Systems, 105, 191-200.
Mali, D., Weldezgina, M., Birhanu, A., & Gebrehiwot, H. (2014). Simulation of GSM Based Home Security and Control System. Wireless Communication, 6 (1), 7-11.
Last changed: 2.02.2021 13:02