Personal profile

Biography

Dr. Vasile Palade is a Reader in Pervasive Computing in the Faculty of Engineering and Computing and a member of the Cogent Computing Applied Research Centre at Coventry University. He previously held academic and research positions at the University of Oxford, UK (Departmental Lecturer in the Department of Computer Science), University of Hull, UK (Research Fellow in the Department of Engineering) and the University of Galati, Romania (Associate Professor in the Department of Computer Science and Engineering).

His research interests lie in the area of machine learning/computational intelligence, and encompass mainly neuro-fuzzy systems, various nature inspired algorithms such as swarm optimization algorithms, hybrid intelligent systems, ensemble of classifiers, class imbalance learning. Application areas include Bioinformatics problems, fault diagnosis, and web usage mining, among others.

Dr. Palade is author and co-author of more than 100 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 persons scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

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Research Output 2014 2017

Advances in Combining Intelligent Methods

Hatzilygeroudis, I. (ed.), Palade, V. (ed.) & Prentzas, J. (ed.) 2017 Switzerland: Springer Verlag.

Research output: Book/ReportAnthology or Edited Book

2 Citations

Ant-Based System Analysis on the Traveling Salesman Problem Under Real-World Settings

Crişan, G. C., Nechita, E. & Palade, V. 28 Jan 2016 Combinations of Intelligent Methods and Applications: Proceedings of the 4th International Workshop, CIMA 2014, Limassol, Cyprus, November 2014 (at ICTAI 2014). Hatzilygeroudis, I., Palade, V. & Prentzas, J. (eds.). Switzerland: Springer Verlag, p. 39-59

Research output: Chapter in Book/Report/Conference proceedingChapter

ant
decision support system
heuristics
systems analysis
resilience

Automatic Detection Of Microaneurysms In Colour Fundus Images For Diabetic Retinopathy Screening

Rahim, S. S., Jayne, C., Palade, V. & Shuttleworth, J. Jul 2016 In : Neural Computing and Applications. 27, 5, 15 p., 1149

Research output: Contribution to journalArticle

Screening
Color
Hough transforms
Decision support systems
Feature extraction

Combinations of Intelligent Methods and Applications

Hatzilygeroudis, I. (ed.), Palade, V. (ed.) & Prentzas, J. (ed.) 2016 Switzerland: Springer Verlag.

Research output: Book/ReportAnthology or Edited Book

Deep Learning for Emotion Recognition in Faces

Ruiz-Garcia, A., Elshaw, M., Altahhan, A. & Palade, V. 13 Aug 2016 Artificial Neural Networks and Machine Learning – ICANN 2016. Villa, A. E. P., Masulli, P. & Rivero, A. J. P. (eds.). Switzerland: Springer Verlag, Vol. 9887, p. 38-46

Research output: Chapter in Book/Report/Conference proceedingChapter

learning

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

Activity: Conference participationParticipation 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, DCABES 2015 - The 14th International Symposium on Distributed Computing and Applications for Business Engineering and Science

Activity: Conference participationParticipation 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, Advances in interactive Knowledge Discovery and Data Mining in complex and big data sets

Activity: Conference participationParticipation in conference

2015 IEEE 14th International Conference on Machine Learning and Applications

Vasile Palade (Co-chair), 9 Dec 201511 Dec 2015, 2015 IEEE 14th International Conference on Machine Learning and Applications

Activity: Conference participationParticipation 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, CIFEr 2014 - The IEEE Conference on Computational Intelligence for Financial Engineering and Economics

Activity: Conference participationParticipation in conference