Dr Amr Rashad Ahmed Abdullatif
Assistant Professor
| Faculty/Dept/School |
Department of Computer Science (Faculty of Engineering and Informatics) |
|---|---|
| a.r.a.abdullatif@bradford.ac.uk |
Biography
Dr Amr abdullatif is an experienced researcher proficient in research and developing machine learning and deep learning techniques with a demonstrated history of working in the different companies (GE Oil & Gas, Ansaldo, Bombardier, …), and universities (Bradford, PISA, Scuola Superiore Sant'Anna, Genoa, Cairo, AASTMT, …). His research interests focus on Artificial Intelligence techniques applied in Automotive Industry (e.g. prognostics and health management), Oil & Gas Digital Transformation, Computer vision, Natural Language Processing (NLP), Predictive Diagnostic, Health-care, and Online Learning from non-stationary Data Streams. He is currently working as an Assistant professor at the University of Bradford. Formerly was leading machine learning projects at Baker Hughes, a GE company, as a research fellow.
Research
Dr. Amr Abdullatif is a Lecturer in Computer Science. He has extensive industry experience (e.g. General Electric, Bombardier and Ansaldo Energy). His research interests focus on machine learning, predictive diagnostics and online learning from data streams.Publications
| Peer Reviewed Journal | |
|---|---|
| Title | Clustering of nonstationary data streams: A survey of fuzzy partitional methods (2018) |
| Authors | Abdullatif A.;Masulli F.;Rovetta S. |
| Journal | Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery |
| DOI | 10.1002/widm.1258 |
| Title | Tracking Time Evolving Data Streams for Short-Term Traffic Forecasting (2017) |
| Authors | Abdullatif A.;Masulli F.;Rovetta S. |
| Journal | Data Science And Engineering |
| DOI | 10.1007/s41019-017-0048-y |
| Book Chapters | |
|---|---|
| Title | Graded possibilistic clustering of non-stationary data streams (2017) |
| Authors | Abdullatif A.;Masulli F.;Rovetta S.;Cabri A. |
| Journal | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
| Publisher | Springer, Cham |
| DOI | 10.1007/978-3-319-52962-2_12 |
| Other Publications | |
|---|---|
| Other type | Article |
| Title | Hubs and communities identification in dynamical financial networks (2015) |
| Authors | Mahmoud H.;Masulli F.;Resta Marina M.;Rovetta S.;Abdulatif A. |
| Journal | Smart Innovation, Systems and Technologies |
| DOI | 10.1007/978-3-319-18164-6_10 |
| Title | Author(s) |
|---|---|
| Comparison of methods for community detection in networks (2016) | Mahmoud H.;Masulli F.;Rovetta S.;Abdullatif A. |
| Layered ensemble model for short-term traffic flow forecasting with outlier detection (2016) | Abdullatif A.;Rovetta S.;Masulli F. |