• 2858 Citations
  • 23 h-Index
20002020

Research output per year

If you made any changes in Pure these will be visible here soon.

Research Output

Filter
Conference proceeding
2020

Classification of a Pedestrian’s Behaviour Using Dual Deep Neural Networks

Spooner, J., Cheah, M., Palade, V., Kanarachos, S. & Daneshkhah, A., 4 Jul 2020, Intelligent Computing - Proceedings of the 2020 Computing Conference. Arai, K., Kapoor, S. & Bhatia, R. (eds.). 1 ed. Springer, p. 581-597 17 p. (Advances in Intelligent Systems and Computing; vol. 1230 AISC).

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

Generation of pedestrian pose structures using generative adversarial networks

Spooner, J., Cheah, M., Palade, V., Kanarachos, S. & Daneshkhah, A., 17 Feb 2020, 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 proceedingConference proceeding

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

2 Citations (Scopus)
2018

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
22 Citations (Scopus)
104 Downloads (Pure)

Building a Dataset for Personalized Learning Recommendation System

Syed, T. A., Palade, V., Iqbal, R. & Sunil Kamaran Nair, S., 3 Dec 2018, 2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI). IEEE, p. 2080 - 2086 7 p.

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

Deep Learning for Illumination Invariant Facial Expression Recognition

Ruiz-Garcia, A., Palade, V., Elshaw, M. & Almakky, I., 10 Oct 2018, 2018 International Joint Conference on Neural Networks, IJCNN 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-July. 8489123

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

4 Citations (Scopus)

Deep learning for real time facial expression recognition in social robots

Ruiz-Garcia, A., Webb, N., Palade, V., Eastwood, M. & Elshaw, M., 17 Nov 2018, Neural Information Processing - 25th International Conference, ICONIP 2018, Proceedings. Springer-Verlag London Ltd, p. 392-402 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11305 LNCS).

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

1 Citation (Scopus)

Detection of fingerprint alterations using deep convolutional neural networks

Shehu, Y. I., Ruiz-Garcia, A., Palade, V. & James, A., 27 Sep 2018, Artificial Neural Networks and Machine Learning – ICANN 2018 - 27th International Conference on Artificial Neural Networks, 2018, Proceedings. Springer-Verlag London Ltd, p. 51-60 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11139 LNCS).

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

1 Citation (Scopus)

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
25 Citations (Scopus)
43 Downloads (Pure)
2017

3D Spectrum hole detector using Support Vector Machine to enable D2D overlay on heterogeneous CR networks

Vershinin, Y., Nagaraja, N., Kadambi, G. & Palade, V., 2017, International Conference on Energy, Communication, Data Analytics and Soft Computing (ICECDS 2017), 01-02 August 2017. Chennai, India : IEEE, p. 3774-3784 11 p. SKR-IEEE-ECDS-0808

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

Open Access
File

Arabic Language Sentiment Analysis on Health Services

Alayba, A., Palade, V., England, M. & Iqbal, R., 16 Oct 2017, 2017 1st International Workshop on Arabic Script Analysis and Recognition (ASAR). IEEE Computer Society, p. 114-118 5 p.

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

Open Access
File
48 Downloads (Pure)

Stacked deep convolutional auto-encoders for emotion recognition from facial expressions

Ruiz-Garcia, A., Elshaw, M., Altahhan, A. & Palade, V., 3 Jul 2017, 2017 International Joint Conference on Neural Networks, IJCNN 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-May. p. 1586-1593 8 p. 7966040

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

17 Citations (Scopus)
2015

Automatic detection of microaneurysms for diabetic retinopathy screening using fuzzy image processing

Rahim, S. S., Palade, V., Shuttleworth, J., Jayne, C. & Omar, R. N. R., 22 Oct 2015, Engineering Applications of Neural Networks - 16th International Conference, EANN 2015, Proceedings. Springer Verlag, Vol. 517. p. 69-79 11 p. (Communications in Computer and Information Science; vol. 517).

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

8 Citations (Scopus)

Detection of diabetic retinopathy and maculopathy in eye fundus images using fuzzy image processing

Rahim, S. S., Palade, V., Jayne, C., Holzinger, A. & Shuttleworth, J., 30 Aug 2015, International Conference on Brain Informatics and Health. Springer, p. 379 9 p. (Lecture Notes in Computer Science; vol. 9250).

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

14 Citations (Scopus)
2013

Optimizing the performance of a refrigeration system using an invasive weed optimization algorithm

Razavi-Far, R., Palade, V. & Sun, J., 2013, Combinations of Intelligent Methods and Applications: Proceedings of the 3rd International Workshop, CIMA 2012, Montpellier, France, August 2012. Hatzilygeroudis, I. & Palade, V. (eds.). Heidelberg: Springer, Vol. 23. p. 79-93 15 p. (Smart Innovation, Systems and Technologies; vol. 23).

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

2 Citations (Scopus)
2012

Study on the compression-expansion coefficient in drift particle swarm optimization

Fang, W., Sun, J., Wu, X., Xu, W. & Palade, V., 2012, 2012 IEEE Congress on Evolutionary Computation, CEC 2012. IEEE, 6 p. 6256621

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

1 Citation (Scopus)

Training ANFIS parameters with a quantum-behaved particle swarm optimization algorithm

Lin, X., Sun, J., Palade, V., Fang, W., Wu, X. & Xu, W., 2012, Advances in Swarm Intelligence : Third International Conference, ICSI 2012, Proceedings. Tan, Y., Shi, Y. & Ji, Z. (eds.). PART 1 ed. Berlin: Springer, Vol. 7331 LNCS. p. 148-155 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7331 LNCS, no. PART 1).

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

8 Citations (Scopus)
2011

A secure directed diffusion routing protocol for wireless sensor networks

El-Bendary, N., Soliman, O. S., Ghali, N. I., Hassanien, A. E., Palade, V. & Liu, H., 2011, Proceedings - 2nd International Conference on Next Generation Information Technology, ICNIT 2011. IEEE, p. 149-152 4 p. 5967490

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

7 Citations (Scopus)

iPlag: Intelligent plagiarism reasoner in scientific publications

Alzahrani, S., Salim, N., Abraham, A. & Palade, V., 2011, Proceedings of the 2011 World Congress on Information and Communication Technologies, WICT 2011. p. 1-6 7 p. 6141191

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

6 Citations (Scopus)

Web ad-slot offline scheduling using an ant colony algorithm

Palade, V. & Banerjee, S., 2011, Proceedings - 10th International Conference on Machine Learning and Applications, ICMLA 2011. Vol. 2. p. 263-268 6 p. 6147685

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

4 Citations (Scopus)
2010

Efficient resampling methods for training support vector machines with imbalanced datasets

Batuwita, R. & Palade, V., 2010, 2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 International Joint Conference on Neural Networks, IJCNN 2010. IEEE, 5596787

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

49 Citations (Scopus)

Evaluating clustering algorithms for genetic regulatory network structural inference

Fogelberg, C. & Palade, V., 2010, Research and Development in Intelligent Systems XXVI: Incorporating Applications and Innovations in Intelligent Systems XVII. Springer, p. 137-149 13 p.

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

2 Citations (Scopus)

GreenSim: A network simulator for comprehensively validating and evaluating new machine learning techniques for network structural inference

Fogelberg, C. & Palade, V., 17 Dec 2010, Proceedings - 22nd International Conference on Tools with Artificial Intelligence, ICTAI 2010. IEEE, Vol. 2. p. 225-230 6 p. 5671407

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

1 Citation (Scopus)

Multi-objective evolutionary algorithms based interpretable fuzzy models for microarray gene expression data analysis

Wang, Z. & Palade, V., 2010, Proceedings - 2010 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2010. IEEE, p. 308-313 6 p. 5706582

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

2 Citations (Scopus)

On a multiobjective training algorithm for RBF networks using particle swarm optimization

Silva, G. R. L., Vieira, D. A. G., Lisboa, A. C. & Palade, V., 17 Dec 2010, Proceedings - 22nd International Conference on Tools with Artificial Intelligence, ICTAI 2010. Vol. 2. p. 282-285 4 p. 5671402

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

2009

A new performance measure for class imbalance learning: Application to bioinformatics problems

Batuwita, R. & Palade, V., 2009, 8th International Conference on Machine Learning and Applications, ICMLA 2009. p. 545-550 6 p. 5381421

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

31 Citations (Scopus)

Neuro-fuzzy based fault diagnosis of a Steam Generator

Razavi-Far, R., Davilu, H., Palade, V. & Lucas, C., 2009, SAFEPROCESS'09 - 7th IFAC International Symposium on Fault Detection, Supervision and Safety of Technical Systems, Proceedings. p. 1180-1185 6 p.

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

16 Citations (Scopus)
2008

An improved non-comparative classification method for human microRNA gene prediction

Batuwita, R. & Palade, V., 2008, 8th IEEE International Conference on BioInformatics and BioEngineering, BIBE 2008. 4696724

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

6 Citations (Scopus)

Filtering noise in regression problems using a multiobjective leaning algorithm

Vieira, D. A. G., Travassos, X. L., Palade, V. & Saldanha, R. R., 2008, Proceedings - 20th IEEE International Conference on Tools with Artificial Intelligence, ICTAI'08. IEEE, Vol. 2. p. 452-456 5 p. 4669808

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

Open Access
2007

A comprehensive fuzzy-based framework for cancer microarray data gene expression analysis

Wang, Z. & Palade, V., 2007, Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, BIBE. IEEE, p. 1003-1010 8 p. 4375680

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

19 Citations (Scopus)

Genetic algorithm approach to construction of specialized multi-classifier systems: Application to DNA analysis

Ranawana, R., Palade, V. & Howard, D., 2007, Proceedings of the Frontiers in the Convergence of Bioscience and Information Technologies, FBIT 2007. IEEE, p. 341-346 6 p. 4524130

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

3 Citations (Scopus)

Neural network prediction of the roll motion of a ship for intelligent course control

Nicolau, V., Palade, V., Aiordachioaie, D. & Miholca, C., 2007, Knowledge-Based Intelligent Information and Engineering Systems: KES 2007 - WIRN 2007 - 11th International Conference, KES 2007, XVII Italian Workshop on Neural Networks, Proceedings. Apolloni, B., Howlett, R. J. & Jain, L. (eds.). PART 3 ed. Berlin: Springer, Vol. 4694 LNAI. p. 284-291 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4694 LNAI, no. PART 3).

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

4 Citations (Scopus)
2006

Neuro-fuzzy ensemble approach for microarray cancer gene expression data analysis

Wang, Z., Palade, V. & Xu, Y., 30 Nov 2006, Proceedings of the 2006 International Symposium on Evolving Fuzzy Systems, EFS'06. IEEE, p. 241-246 6 p. 4016708

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

53 Citations (Scopus)

Optimized precision - A new measure for classifier performance evaluation

Ranawana, R. & Palade, V., 11 Sep 2006, 2006 IEEE Congress on Evolutionary Computation, CEC 2006. IEEE, p. 2254-2261 8 p. 1688586

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

37 Citations (Scopus)

Testing online navigation recommendations in a web site

Velásquez, J. D. & Palade, V., 2006, Knowledge-Based Intelligent Information and Engineering Systems - 10th International Conference, KES 2006, Proceedings. Springer Verlag, Vol. 4253 LNAI - III. p. 487-496 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4253 LNAI - III).

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

4 Citations (Scopus)
2004

An Efficient Fuzzy Method for Handwritten Character Recognition

Ranawana, R., Palade, V. & Bandara, G. E. M. D. C., 2004, Knowledge-Based Intelligent Information and Engineering Systems. Negoita, M. G., Howlett, R. J. & Jain, L. C. (eds.). Berlin: Springer Verlag, Vol. 3214. p. 698-707 10 p.

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

14 Citations (Scopus)

Diagnosing the population state in a genetic algorithm using Hamming distance

Belea, R., Caraman, S. & Palade, V., 2004, Lecture Notes in Computer Science. Negoita, M. G., Howlett, R. J. & Jain, L. C. (eds.). Berlin: Springer Verlag, Vol. 3215. p. 246-255 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3215).

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

1 Citation (Scopus)

Refinement of the diagnosis process performed with a fuzzy classifier

Bocaniala, C. D., Sa Da Costa, J. & Palade, V., 2004, Knowledge-Based Intelligent Information and Engineering Systems. Negoita, M. G., Howlett, R. J. & Jain, L. C. (eds.). Berlin: Springer, Vol. 3215. p. 373-379 7 p.

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

1 Citation (Scopus)
2003

Low Complexity Functions for Stationary Independent Component Mixtures

Chinnasarn, K., Lursinsap, C. & Palade, V., 2003, Knowledge-Based Intelligent Information and Engineering Systems - 7th International Conference, KES 2003, Proceedings. Palade, V., Howlett, R. J. & Jain, L. (eds.). Berlin: Springer Verlag, Vol. 2773. p. 653-669 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2773).

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

2000

Procedure of fault detection for driving systems using self-organizing neural networks

Puscasu, G., Palade, V. & Stancu, A., 2000, Proceedings of the Mediterranean Electrotechnical Conference - MELECON. IEEE, Vol. 2. p. 446-448 3 p.

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