1) EPSRC Early Career Researchers International Collaboration Grants (EP/Y002539/1) [PI, £205,694] Duration: April 1, 2024 - March 31st, 2026 Title: Adaptive Multi-Source Transfer Learning Approaches for Environmental Challenges 2) UKFin+ Pilot Funding Scheme, UKRI [Co-I, £20,000] Duration: April 1, 2024 - July 31, 2024. Title: Unfed: Selective Forgetting in Federated Financial Applications. Collaborator: advicerobo.com 3) The Leverhulme Trust Research Fellowship, Royal Academy of Engineering [PI, £57,500] Duration: Oct. 1, 2022 - Sep. 30, 2023. Title: Detecting and Anticipating Data Non-stationarity in Distributed Machine Learning 4) Industrial project with Siemens Energy Ltd [Co-I, £122k] Title: IoT sensor network system for Space utilisation improvements 5) Royal Society International Exchange Project (IES\R1\211036) [PI, £12,000] Duration: Aug 10, 2021-Aug 9, 2023. Title: Modelling Oceanic Internal Waves with Machine Learning Approaches 6) Birmingham International Engagement Fund (BIEF), University of Birmingham, 2020. [PI, £5000] Funding research: Oceanic Internal Wave Forecasting with Machine Learning Approaches, with Key Laboratory of Ocean Circulation and Waves, Institute of Oceanology, Chinese Academy of Sciences (IOCAS), China
Guest editor of the Special Issue "Learning in the Presence of Class Imbalance and Concept Drift" at journal Neurocomputing.
Guest editor of the Special Issue "Learning from Data Streams and Class Imbalance" at journal Connection Science.
Journal Reviewer
IEEE Transactions on Neural Networks and Learning Systems
IEEE Transactions on Knowledge and Data Engineering
IEEE Access
Neurocomputing
International Journal of Energy Research
Other Recent Roles (Workshops and PC Members)
Co-organizer of the 5th International Workshop on Learning with Imbalanced Domains: Theory and Applications, in conjunction with ECML/PKDD'23.
Co-organizer of the 4th International Workshop on Learning with Imbalanced Domains: Theory and Applications, in conjunction with ECML/PKDD'22 (lidta.dcc.fc.up.pt) 8 full presentation papers + 6 short presentation papers out of 19 submissions
Co-organizer of the 3rd International Workshop on Learning with Imbalanced Domains: Theory and Applications, in conjunction with ECML/PKDD'21 (lidta.dcc.fc.up.pt) 8 accepted paper out of 11 submissions
PC member of IJCAI-PRICAI 2020, Yokohama, Japan. (https://ijcai20.org)
PC member of QUATIC'2020 track on Quality Aspects in Machine Learning, AI and Data Analytics (https://2020.quatic.org/thematic-tracks/machine-learning-ai-and-data-analytics)
The International Workshop on Adaptive and Deep Learning Approaches for Data Streams (ADLADS), in Conjunction with ICDM, Beijing, China, 2019. (https://iw-adlads.weebly.com/)
The Workshop on Learning in the Presence of Class Imbalance and Concept Drift, in conjunction with International Joint Conference on Artificial Intelligence, Melbourne, Australia, 2017. (http://www.cercia.ac.uk/news/ijcai2017w/)