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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A hybrid quantum-behaved particle swarm optimization solution to non-convex economic load dispatch with multiple fuel types and valve-point effects
Chen, Q., Jun, S. & Palade, V., 4 Aug 2023, (E-pub ahead of print) In: Intelligent Data Analysis. (In-Press), p. (In-Press) 20 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile11 Downloads (Pure) -
A Review on Automatic Generation of Attack Trees and Its Application to Automotive Cybersecurity
Sowka, K. J., Palade, V., Jadidbonab, H., Wooderson, P. & Nguyen, H. N., 14 Jun 2023, Artificial Intelligence and Cyber Security in Industry 4.0 . Sarveshwaran, V., Chen, J. I-Z. & Pelusi, D. (eds.). 1 ed. Springer, Singapore, p. 165-193 29 p. (Advanced Technologies and Societal Change).Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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Artificial Intelligence for skeleton-based physical rehabilitation action evaluation: A systematic review
Sardari, S., Sharifzadeh, S., Daneshkhah, A., Nakisa, B., Loke, S. W., Palade, V. & Duncan, M., May 2023, In: Computers in Biology and Medicine. 158, 21 p., 106835.Research output: Contribution to journal › Review article › peer-review
Open AccessFile1 Citation (Scopus)31 Downloads (Pure) -
A Word-Level Adversarial Attack Method Based on Sememes and an Improved Quantum-Behaved Particle Swarm Optimization
Chen, Q., Sun, J. & Palade, V., 19 Jun 2023, In: IEEE Transactions on Neural Networks and Learning Systems. (In-Press), p. (In-Press) 12 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)1 Downloads (Pure) -
Continuous Human Activity Recognition using Radar Imagery and Dynamic Time Warping
Mehta, R., Palade, V., Sharifzadeh, S., Tan, B. & Karayaneva, Y., 23 Mar 2023, (E-pub ahead of print) Proceedings 21st IEEE International Conference on Machine Learning and Applications, ICMLA 2022. Wani, M. A., Kantardzic, M., Palade, V., Neagu, D., Yang, L. & Chan, K-Y. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 471-476 6 p. (2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA)).Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review
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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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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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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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 2014 (IEEE Int. Conf. on Tools with Artificial Intelligence)
Vasile Palade (Member of Programme Committee)
10 Nov 2014 → 12 Nov 2014Activity: Participating in or organising an event › Participation in conference