Projects per year
Personal profile
Biography
Vasile Palade is Professor of Artificial Intelligence and Data Science in the Centre for Computational Science and Mathematical Modelling at Coventry University, UK. He joined Coventry University as a Reader in Pervasive Computing in 2013, after several previous academic and research positions at the University of Oxford, UK, University of Hull, UK, and the University of Galati, Romania. He is the Theme Lead for the "Machine Learning for Computer Vision" theme in the Centre for Computational Science and Mathematical Modelling.
His research interests are in the area of machine learning/computational intelligence, with a focus on neural networks and deep learning, neuro-fuzzy systems, various nature inspired algorithms, such as swarm optimization algorithms. Application areas include computer vision, autonomous driving, social network data analysis and web mining, smart cities, natural language processing, fault diagnosis, Bioinformatics and health related problems, among others.
Vasile Palade is author and co-author of more than 250 papers in journals and conference proceedings as well as books on machine learning and applications. He has also co-edited several books including conference proceedings. He is currently an Associate Editor for several journals, such as IEEE Transactions on Neural Networks and Learning Systems, Neural Networks, Knowledge and Information Systems, International Journal on Artificial Intelligence Tools, International Journal of Hybrid Intelligent Systems. Vasile Palade is an IEEE Senior Member and a member of the IEEE Computational Intelligence Society.
Research Interests
Machine Learning and Applications; Deep Learning; Computer Vision; Autonomous Driving; Natural Language Processing
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
Projects
- 1 Finished
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Video Annotation tool to 'train' connected and autonomous vehicles
haas, O., Palade, V., Vincent, K., Pandey, A. & Wang, S.
11/08/21 → 30/09/22
Project: Consultancy
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An Emotion Type Informed Multi-Task Model for Emotion Cause Pair Extraction
Chen, Z., Zhang, M., Palade, V., Wang, L., Zhang, J. & Feng, Y., 1 Feb 2024, In: IEEE Access. 12, p. 15662-15674 13 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile35 Downloads (Pure) -
A question-answering framework for automated abstract screening using large language models
Akinseloyin, O., Jiang, X. & Palade, V., 1 Sept 2024, In: Journal of the American Medical Informatics Association. 31, 9, p. 1939–1952 15 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile9 Downloads (Pure) -
Deep Learning Based Forecasting of COVID-19 Hospitalisation in England: A Comparative Analysis
Ajao-olarinoye, M., Palade, V., Mousavi, S., He, F. & Wark, P. A., 19 Mar 2024, (E-pub ahead of print) 2023 International Conference on Machine Learning and Applications (ICMLA). Arif Wani, M., Boicu, M., Sayed-Mouchaweh, M., Abreu, P. H. & Gama, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1344-1349 6 p. (2023 International Conference on Machine Learning and Applications (ICMLA)).Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review
Open AccessFile23 Downloads (Pure) -
Editorial Foreword to the Special Issue on Artificial Intelligence for Hyper- and Multi-spectral Remote Sensing Image Processing
Bansal, P., Palade, V. & Piuri, V., 19 Mar 2024, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 17, p. 7212-7215 4 p.Research output: Contribution to journal › Editorial › peer-review
Open AccessFile9 Downloads (Pure) -
Explainable Artificial Intelligence Approach for Diagnosing Faults in an Induction Furnace
Moosavi, S., Razavi-Far, R., Palade, V. & Saif, M., 29 Apr 2024, In: Electronics. 13, 9, 17 p., 1721.Research output: Contribution to journal › Article › peer-review
Open AccessFile15 Downloads (Pure)
Activities
- 9 Participation in conference
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DCABES 2015 - The 14th International Symposium on Distributed Computing and Applications for Business Engineering and Science
Vasile Palade (Keynote Speaker)
18 Aug 2015 → 19 Aug 2015Activity: Participating in or organising an event › Participation in conference
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2015 IEEE 14th International Conference on Machine Learning and Applications
Vasile Palade (Co-chair)
9 Dec 2015 → 11 Dec 2015Activity: Participating in or organising an event › Participation in conference
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ICTAI 2015 (IEEE Int. Conf. on Tools with Artificial Intelligence)
Vasile Palade (Member of Programme Committee)
9 Nov 2015 → 11 Nov 2015Activity: Participating in or organising an event › Participation in conference
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Advances in interactive Knowledge Discovery and Data Mining in complex and big data sets
Vasile Palade (Co-chair)
24 Jul 2015 → 26 Jul 2015Activity: Participating in or organising an event › Participation in conference
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CIFEr 2014 - The IEEE Conference on Computational Intelligence for Financial Engineering and Economics
Vasile Palade (Technical Committee Member)
27 Mar 2014 → 28 Mar 2014Activity: Participating in or organising an event › Participation in conference