• 1888 Citations
  • 20 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

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

Neural networks
Processing
Speech recognition
Data structures
Image processing

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

Knowledge-based Systems
Knowledge based systems
Container
Fuzzy Systems
Containers

A hybrid deep learning neural approach for emotion recognition from facial expressions for socially assistive robots

Ruiz-Garcia, A., Elshaw, M., Altahhan, A. & Palade, V. Apr 2018 In : Neural Computing and Applications. 29, 7, p. 359-373 15 p.

Research output: Contribution to journalArticle

Robots
Neural networks
Support vector machines
Feature extraction
Gabor filters

Cellular Artificial Bee Colony algorithm with Gaussian distribution

Zhang, M., Tian, N., Palade, V., Ji, Z. & Wang, Y. Sep 2018 In : Information Sciences. 462, p. 374-401 28 p.

Research output: Contribution to journalArticle

Gaussian distribution
Attractor
Probability Metrics
Lennard-Jones potential
Lennard-Jones Potential

Improving Sentiment Analysis in Arabic Using Word Representation

Alayba, A., Palade, V., England, M. & Iqbal, R. 4 Oct 2018 Proc. 2nd International Workshop on Arabic Script Analysis and Recognition (ASAR '18). IEEE Computer Society, p. 13-18 6 p.

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

Open Access
File
Learning systems
Feature extraction
Neural networks
Learning algorithms
Gages

Activities 2003 2015

  • 9 Participation in conference

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

Palade, V. (Member of Programme Committee)
9 Nov 201511 Nov 2015

Activity: Participation in conference

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

Palade, V. (Co-chair)
24 Jul 201526 Jul 2015

Activity: Participation in conference

2015 IEEE 14th International Conference on Machine Learning and Applications

Palade, V. (Co-chair)
9 Dec 201511 Dec 2015

Activity: Participation in conference

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

Palade, V. (Technical Committee Member)
27 Mar 201428 Mar 2014

Activity: Participation in conference