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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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Projects
- 1 Active
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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
Research output
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An Agent-Based Optimisation Approach for Vehicle Routing Problem with Unique Vehicle Location and Depot
Abu-Monshar, A., Al Bazi, A. & Palade, V., 15 Apr 2022, In: Expert Systems with Applications. 192, 116370.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
An improved Gaussian distribution based quantum-behaved particle swarm optimization algorithm for engineering shape design problems
Chen, Q., Sun, J., Palade, V., Wu, X. & Shi, X., 4 May 2022, In: Engineering Optimization. 54, 5, p. 743-769 27 p.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
An integrated framework for diagnosing process faults with incomplete features
Razavi-Far, R., Saif, M., Palade, V. & Chakrabarti, S., Jan 2022, In: Knowledge and Information Systems. 64, 1, p. 75-93 19 p.Research output: Contribution to journal › Article › peer-review
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Artificial Intelligence in Cars: How Close Yet Far Are We from Fully Autonomous Vehicles?
Palade, V. & Deo, A., 3 May 2022, (E-pub ahead of print) In: International Journal on Artificial Intelligence Tools. 31, 3, 11 p., 2241005.Research output: Contribution to journal › Article › peer-review
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Brain Tumor Classification Using a Combination of Variational Autoencoders and Generative Adversarial Networks
Ahmad, B., Sun, J., You, Q., Palade, V. & Mao, Z., 21 Jan 2022, In: Biomedicines. 10, 2, 19 p., 223.Research output: Contribution to journal › Article › peer-review
Open AccessFile63 Downloads (Pure)
Activities
- 9 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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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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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