Vasile Palade

Personal profile

Biography

Dr. Vasile Palade is Professor of Artificial Intelligence and Data Science in the Faculty of Engineering, Environment and Computing at Coventry University. He joined Coventry University as in Reader in Pervasive Computing in September 2013, after several academic and research positions at the University of Oxford, UK, University of Hull, UK, and the University of Galati, Romania.

His research interests are in the area of machine learning and 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 image processing, social network data analysis and web mining, smart cities, wireless sensor networks, fault diagnosis, Bioinformatics and health related problems, among others.

Dr. Palade is author and co-author of more than 170 papers in journals and conference proceedings as well as books on computational intelligence and applications. He has also co-edited several books including conference proceedings. He is an Associate Editor for several journals, such as Knowledge and Information Systems, Neurocomputing, International Journal on Artificial Intelligence Tools, International Journal of Hybrid Intelligent Systems, etc. He has delivered keynote talks to international conferences on machine learning and applications. Dr. Vasile Palade is an IEEE Senior Member and a member of the IEEE Computational Intelligence Society.

Research Interests

Machine Learning and Applications; Deep learning; Image Processing

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Research Output

2785 Citations
23 h-Index
50 Article
39 Conference proceeding
13 Chapter
4 Paper
5 More
- 3 Editorial
- 2 Anthology or Edited Book

Edge Intelligence-Assisted Smoke Detection in Foggy Surveillance Environments

Muhammad, K., Khan, S., Palade, V., Mehmood, I. & De Albuquerque, V. H. C., Feb 2020, In : IEEE Transactions on Industrial Informatics. 16, 2, p. 1067 - 1075 9 p., 8709763.

Research output: Contribution to journal › Article

Open Access

File

4 Citations (Scopus)

40 Downloads (Pure)

An integrated approach for intrinsic plagiarism detection

Alsallal, M., Iqbal, R., Palade, V., Amin, S. & Chang, V., Jul 2019, In : Future Generation Computer Systems. 96, p. 700-712 13 p.

Research output: Contribution to journal › Article

Open Access

File

5 Citations (Scopus)

36 Downloads (Pure)

Detailed Identification of Fingerprints Using Convolutional Neural Networks

Shehu, Y. I., Ruiz-Garcia, A., Palade, V. & James, A., 17 Jan 2019, Proceedings - 17th IEEE International Conference on Machine Learning and Applications, ICMLA 2018. Institute of Electrical and Electronics Engineers Inc., p. 1161-1165 5 p. 8614212

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding

2 Citations (Scopus)

Generation of pedestrian pose structures using generative adversarial networks

Spooner, J., Cheah, M., Palade, V., Kanarachos, S. & Daneshkhah, A., 17 Dec 2019, Proceedings - 18th IEEE International Conference on Machine Learning and Applications, ICMLA 2019. Wani, M. A., Khoshgoftaar, T. M., Wang, D., Wang, H. & Seliya, N. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1644-1650 7 p. 8999199. (Proceedings - 18th IEEE International Conference on Machine Learning and Applications, ICMLA 2019).

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding