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  • 2020
  • 2018
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Author

  • Vasile Palade
Anthology or Edited Book

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

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
Article

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 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)

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)

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)

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)

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)
140 Downloads (Pure)

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

Sokoto Coventry Fingerprint Dataset

Shehu, Y. I., Ruiz-Garcia, A., Palade, V. & James, A., 24 Jul 2018, (Submitted) In : ArxiV.

Research output: Contribution to journalArticle

Chapter

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)

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)

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)

On the Effect of Adding Nodes to TSP Instances: An Empirical Analysis

Crişan, G. C., Nechita, E. & Palade, V., 20 Nov 2016, Advances in Combining Intelligent Methods. Hatzilygeroudis, I., Palade, V. & Prentzas, J. (eds.). Switzerland: Springer Verlag, Vol. 116. p. 25-45

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
1 Citation (Scopus)

Smartphone Based Human Activity and Postural Transition Classification with Deep Stacked Autoencoder Networks

Hicks, L., Hedley, Y-L., Elshaw, M., Altahhan, A. & Palade, V., 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. 535-536

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
1 Citation (Scopus)

Towards interactive Machine Learning (iML): Applying Ant Colony Algorithms to Solve the Traveling Salesman Problem with the Human-in-the-Loop Approach

Holzinger, A., Plass, M., Holzinger, K., Crişan, G. C., Pintea, C-M. & Palade, V., 23 Aug 2016, Availability, Reliability, and Security in Information Systems. Buccafurri, F., Holzinger, A., Kieseberg, P., Tjoa, A. M. & Weippl, E. (eds.). Switzerland: Springer Verlag, Vol. 9817. p. 81-95

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
55 Citations (Scopus)
Conference proceeding

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)
98 Downloads (Pure)

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)

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

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

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)

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)
42 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)
Paper

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)

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)

Using Short URLs in Tweets to Improve Twitter Opinion Mining

Pavel, A., Palade, V., Iqbal, R. & Hintea, D., Dec 2017.

Research output: Contribution to conferencePaper