• 2149 Citations
  • 21 h-Index
20002019
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Personal profile

Biography

Dr. Vasile Palade is a Reader in Pervasive Computing in the Faculty of Engineering, Environment and Computing at Coventry University. He previously held 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/computational intelligence, and encompass neural networks and deep learning, neuro-fuzzy systems, various nature inspired algorithms such as swarm optimization algorithms, hybrid intelligent systems, ensemble of classifiers, class imbalance learning. Application areas include image processing, social network data analysis and web mining, smart cities, Bioinformatics problems, fault diagnosis, among others.

Dr. Palade is author and co-author of more than 130 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 (Elsevier), International Journal on Artificial Intelligence Tools (World Scientific), International Journal of Hybrid Intelligent Systems (IOS Press), Neurocomputing (Elsevier). 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; Computational Intelligence

Fingerprint Fingerprint is based on mining the text of the person's scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

Neural networks Engineering & Materials Science
Classifiers Engineering & Materials Science
Particle swarm optimization (PSO) Engineering & Materials Science
Learning systems 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

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

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

Glossaries
Clustering algorithms
Computational efficiency
Computer vision
Recovery

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.

Research output: Contribution to journalArticle

Open Access
File
Decomposition
Semantics
Association reactions
2 Citations (Scopus)

A Combined CNN and LSTM Model for Arabic Sentiment Analysis

Alayba, A., Palade, V., England, M. & Iqbal, R., 24 Aug 2018, Cross Domain Conference for Machine Learning and Knowledge Extraction: CD-MAKE 2018. Springer International Publishing, Vol. 11015. p. 179-191 13 p. (Lecture Notes in Computer Science).

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

Open Access
File
Neural networks
Processing
Speech recognition
Data structures
Image processing
1 Citation (Scopus)

A Constrained Fuzzy Knowledge-Based System for the Management of Container Yard Operations

Abbas, A. H. H. J., Al Bazi, A. & Palade, V., Apr 2018, In : International Journal of Fuzzy Systems . 20, 4, p. 1205-1223 19 p.

Research output: Contribution to journalArticle

Open Access
File
Knowledge-based Systems
Knowledge based systems
Container
Fuzzy Systems
Containers

Activities 2003 2015

  • 9 Participation 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

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

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

CIFEr 2014 - The IEEE Conference on Computational Intelligence for Financial Engineering and Economics

Vasile Palade (Technical Committee Member)
27 Mar 201428 Mar 2014

Activity: Participating in or organising an eventParticipation in conference