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. (Principal Investigator), Palade, V. (Co-Investigator), Vincent, K. (Co-Investigator), Pandey, A. (Research Assistant) & Wang, S. (Research Assistant)
11/08/21 → 30/09/22
Project: Consultancy
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Cognitive Computing and Business Intelligence Applications in Accounting, Finance and Management
Ao, S.-I., Hurwitz, M. & Palade, V., Mar 2025, In: Big Data and Cognitive Computing. 9, 3, 27 p., 54.Research output: Contribution to journal › Review article › peer-review
Open AccessFile4 Citations (Scopus)76 Downloads (Pure) -
Double-Graph Representation With Relational Enhancement for Emotion–Cause Pair Extraction
Zhang, M., Chen, Z., Palade, V., Lu, T., Wang, L., Zhang, J. & Zhang, Y., 2025, In: IEEE Transactions on Neural Networks and Learning Systems. 36, 6, p. 10859-10873 15 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)43 Downloads (Pure) -
Human-in-the-Loop XAI for Predictive Maintenance: A Systematic Review of Interactive Systems and Their Effectiveness in Maintenance Decision-Making
Amaliah, N. R., Tjahjono, B. & Palade, V., 26 Aug 2025, In: Electronics (Switzerland). 14, 17, 29 p., 3384.Research output: Contribution to journal › Review article › peer-review
Open AccessFile1 Citation (Scopus)1 Downloads (Pure) -
Leveraging Physics-Informed Neural Networks for Efficient Modelling of Coastal Ecosystems Dynamics: A Case Study of Sundarbans Mangrove Forest
Fanous, M., Eden, J., Yang, J., See, S., Palade, V. & Daneshkhah, A., Dec 2025, In: Ecological Informatics. 90, 19 p., 103302.Research output: Contribution to journal › Article › peer-review
Open AccessFile220 Downloads (Pure) -
Optimizing Metabolite Production with Neighborhood-Based Binary Quantum-Behaved Particle Swarm Optimization and Flux Balance Analysis
Bai, L., Sun, J., Palade, V., Li, C., Lu, H. & Gao, C., 9 Jan 2025, In: Journal of Computational Biology. 32, 1, p. 64-88 25 p.Research output: Contribution to journal › Article › peer-review
Datasets
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Multi-Sensor based Human Activity Recognition
Mehta, R. (Creator), Palade, V. (Creator) & Sharifzadeh, S. (Creator), Zenodo, 8 Jan 2025
DOI: 10.5281/zenodo.14613211, https://zenodo.org/records/14613211
Dataset
Activities
- 9 Participation in conference
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Advances in interactive Knowledge Discovery and Data Mining in complex and big data sets
Palade, V. (Co-chair)
24 Jul 2015 → 26 Jul 2015Activity: Participating in or organising an event › Participation in conference
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DCABES 2015 - The 14th International Symposium on Distributed Computing and Applications for Business Engineering and Science
Palade, V. (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
Palade, V. (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)
Palade, V. (Member of Programme Committee)
9 Nov 2015 → 11 Nov 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
Palade, V. (Technical Committee Member)
27 Mar 2014 → 28 Mar 2014Activity: Participating in or organising an event › Participation in conference