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  • Vasile Palade

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

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
21 Citations (Scopus)
100 Downloads (Pure)

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
1 Citation (Scopus)
42 Downloads (Pure)

A customizable fuzzy system for offline handwritten character recognition

Batuwita, R., Palade, V. & Bandara, D. C., Jun 2011, In : International Journal on Artificial Intelligence Tools. 20, 3, p. 425-455 31 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Adaptive Web QoS controller based on online system identification using quantum-behaved particle swarm optimization

Fang, W., Sun, J., Wu, X. & Palade, V., 2014, In : Soft Computing. 19, 6, p. 1715-1725

Research output: Contribution to journalArticle

Open Access
12 Citations (Scopus)
37 Citations (Scopus)

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

Open Access

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

8 Citations (Scopus)

An insight into classification with imbalanced data: Empirical results and current trends on using data intrinsic characteristics

López, V., Fernández, A., García, S., Palade, V. & Herrera, F., 20 Nov 2013, In : Information Sciences. 250, p. 113-141 29 p.

Research output: Contribution to journalArticle

660 Citations (Scopus)

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
7 Citations (Scopus)
36 Downloads (Pure)

An Integrated Machine Learning Approach for Extrinsic Plagiarism Detection

Alsallal, M., Iqbal, R., James, A., Amin, S. & Palade, V., 1 Sep 2016.

Research output: Contribution to conferencePaper

2 Citations (Scopus)

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

Open Access
8 Citations (Scopus)

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)

Artificial intelligence techniques in product engineering

Chan, K. Y., Yuen, K. K. F., Palade, V. & Yue, Y., Nov 2015, In : Engineering Applications of Artificial Intelligence. In press

Research output: Contribution to journalEditorial

Open Access
3 Citations (Scopus)

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)

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)

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

21 Citations (Scopus)

Automatic screening and classification of diabetic retinopathy and maculopathy using fuzzy image processing

Rahim, S. S., Palade, V., Shuttleworth, J. & Jayne, C., Dec 2016, In : Brain Informatics. 3, 4, p. 249-267 18 p.

Research output: Contribution to journalArticle

Open Access
File
29 Citations (Scopus)
3 Downloads (Pure)
Open Access
17 Citations (Scopus)

Biochemical systems identification by a random drift particle swarm optimization approach

Sun, J., Palade, V., Cai, Y., Fang, W. & Wu, X., 16 May 2014, In : BMC Bioinformatics. 15, (Suppl 6):S1.

Research output: Contribution to journalArticle

Open Access
File
13 Citations (Scopus)
33 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

Building interpretable fuzzy models for high dimensional data analysis in cancer diagnosis

Wang, Z. & Palade, V., 27 Jul 2011, In : BMC Genomics. 12, SUPPL.2, p. 1-11 12 p., S5.

Research output: Contribution to journalArticle

15 Citations (Scopus)

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

Open Access
File
11 Citations (Scopus)
15 Downloads (Pure)

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

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

Open Access

Computational intelligence techniques for new product development

Chan, K. Y., Yuen, K. K. F., Palade, V. & Kwong, C. K., 2014, In : Neurocomputing. 142, p. 1-3

Research output: Contribution to journalEditorial

Open Access
3 Citations (Scopus)

Convergence analysis and improvements of quantum-behaved particle swarm optimization

Sun, J., Wu, X., Palade, V., Fang, W., Lai, C. H. & Xu, W., 15 Jun 2012, In : Information Sciences. 193, p. 81-103 23 p.

Research output: Contribution to journalArticle

145 Citations (Scopus)

Darwin, lamarck, or baldwin: Applying evolutionary algorithms to machine learning techniques

Holzinger, A., Blanchard, D., Bloice, M., Holzinger, K., Palade, V. & Rabadan, R., 2014, Proceedings - 2014 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2014. Institute of Electrical and Electronics Engineers Inc., Vol. 2. p. 449-453

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
8 Citations (Scopus)

Darwin or Lamarck? Future challenges in evolutionary algorithms for knowledge discovery and data mining

Holzinger, K., Palade, V., Rabadan, R. & Holzinger, A., 2014, In : Lecture Notes in Computer Science. 8401, p. 35-56 22 p.

Research output: Contribution to journalArticle

20 Citations (Scopus)

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

Open Access
6 Citations (Scopus)

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)
2 Citations (Scopus)

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)

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)

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)

Diagnosis of bearing defects in induction motors by fuzzy-neighborhood density-based clustering

Farajzadeh-Zanjani, M., Razavi-Far, R., Saif, M., Zarei, J. & Palade, V., 2015, p. 935 - 940.

Research output: Contribution to conferencePaper

Open Access
16 Citations (Scopus)

Edge Intelligence-Assisted Smoke Detection in Foggy Surveillance Environments

Muhammad, K., Khan, S., Palade, V., Mehmood, I. & De Albuquerque, V. H. C., Feb 2020, In : IEEE Transactions on Industrial Informatics. 16, 2, p. 1067 - 1075 9 p., 8709763.

Research output: Contribution to journalArticle

Open Access
File
5 Citations (Scopus)
55 Downloads (Pure)

Efficient residuals pre-processing for diagnosing multi-class faults in a doubly fed induction generator, under missing data scenarios

Razavi-Far, R., Zio, E. & Palade, V., 15 Oct 2014, In : Expert Systems with Applications. 41, 14, p. 6386–6399

Research output: Contribution to journalArticle

Open Access
24 Citations (Scopus)

Emergency management using geographic information systems: application to the first Romanian traveling salesman problem instance

Crişan, G. C., Pintea, C-M. & Palade, V., Jan 2017, In : Knowledge and Information Systems. 50, 1, p. 265-285 21 p.

Research output: Contribution to journalArticle

Open Access
File
10 Citations (Scopus)
142 Downloads (Pure)

Emotion Recognition Using Facial Expression Images for a Robotic Companion

Ruiz-Garcia, A., Elshaw, M., Altahhan, A. & Palade, V., 2016, Engineering Applications of Neural Networks. Jayne, C. & Iliadis, L. (eds.). Switzerland: Springer Verlag, Vol. 629. p. 79-93

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
4 Citations (Scopus)

Ensemble of Elman neural networks and support vector machines for reverse engineering of gene regulatory networks

Ao, S. I. & Palade, V., Mar 2011, In : Applied Soft Computing Journal. 11, 2, p. 1718-1726 9 p.

Research output: Contribution to journalArticle

25 Citations (Scopus)

Evolutionary Sampling: A Novel Way of Machine Learning within a Probabilistic Framework

Xie, Z., Sun, J., Palade, V., Wang, S. & Liu, Y., 1 Apr 2015, In : Information Sciences. 299, p. 262 282 p.

Research output: Contribution to journalArticle

6 Citations (Scopus)

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

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
24 Citations (Scopus)
43 Downloads (Pure)

Invasive weed classification

Razavi-Far, R., Palade, V. & Zio, E., Apr 2015, In : Neural Computing and Applications. 26, 3, p. 525-539

Research output: Contribution to journalArticle

Open Access
8 Citations (Scopus)

IO-VNBD: Inertial and Odometry Benchmark Dataset for Ground Vehicle Positioning

Onyekpe, U., Palade, V., Kanarachos, S. & Szkolnik, A., 4 May 2020, In : ArxiV.

Research output: Contribution to journalArticle

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)

Manifold locality constrained low-rank representation and its applications

You, C-Z., Wu, X-J., Palade, V. & Altahhan, A., 3 Nov 2016, p. 3264 - 3271.

Research output: Contribution to conferencePaper

Open Access
5 Citations (Scopus)
19 Citations (Scopus)