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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

Fingerprint Dive into the research topics where Vasile Palade is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

Neural networks Engineering & Materials Science
Classifiers Engineering & Materials Science
Learning systems Engineering & Materials Science
Particle swarm optimization (PSO) Engineering & Materials Science
Particle Swarm Optimization Mathematics
Failure analysis Engineering & Materials Science
Genes Engineering & Materials Science
Screening Engineering & Materials Science

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 2000 2019

1 Citation (Scopus)
30 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 journalArticle

Open Access
File
Semantics
Bayesian networks
Multilayer neural networks
Support vector machines

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 proceedingConference proceeding

Neural networks
Biometrics
9 Downloads (Pure)

Edge Intelligence-Assisted Smoke Detection in Foggy Surveillance Environments

Muhammad, K., Khan, S., Palade, V., Mehmood, I. & De Albuquerque, V. H. C., 8 May 2019, In : IEEE Transactions on Industrial Informatics. (In-press), p. (In-press)

Research output: Contribution to journalArticle

Open Access
File
Smoke
Disasters
Neural networks
Experiments
3 Downloads (Pure)

Robust structure low-rank representation in latent space

You, C., Palade, V. & Wu, X-J., Jan 2019, In : Engineering Applications of Artificial Intelligence. 77, p. 117-124 8 p.

Research output: Contribution to journalArticle

Open Access
File
Glossaries
Clustering algorithms
Computational efficiency
Computer vision
Recovery
1 Citation (Scopus)
8 Downloads (Pure)

Word Representation with Salient Features

Zhang, M., Palade, V., Wang, Y. & Ji, Z., 14 Jan 2019, In : IEEE Access. 7, p. 30157-30173 17 p., 8611085.

Research output: Contribution to journalArticle

Open Access
File
Semantics
Association reactions
Decomposition

Activities 2003 2015

  • 9 Participation in conference

DCABES 2015 - The 14th International Symposium on Distributed Computing and Applications for Business Engineering and Science

Vasile Palade (Keynote Speaker)
18 Aug 201519 Aug 2015

Activity: Participating in or organising an eventParticipation in conference

ICTAI 2015 (IEEE Int. Conf. on Tools with Artificial Intelligence)

Vasile Palade (Member of Programme Committee)
9 Nov 201511 Nov 2015

Activity: Participating in or organising an eventParticipation in conference

2015 IEEE 14th International Conference on Machine Learning and Applications

Vasile Palade (Co-chair)
9 Dec 201511 Dec 2015

Activity: Participating in or organising an eventParticipation in conference

Advances in interactive Knowledge Discovery and Data Mining in complex and big data sets

Vasile Palade (Co-chair)
24 Jul 201526 Jul 2015

Activity: Participating in or organising an eventParticipation in conference

ICTAI 2014 (IEEE Int. Conf. on Tools with Artificial Intelligence)

Vasile Palade (Member of Programme Committee)
10 Nov 201412 Nov 2014

Activity: Participating in or organising an eventParticipation in conference