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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)
98 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)

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 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)

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)

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

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

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)

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 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)

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)

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)

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)

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

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)

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)

Robust structure low-rank representation in latent space

You, C., Palade, V. & Wu, X-J., Jan 2019, In : Engineering Applications of Artificial Intelligence. 77, p. 117-124 8 p.

Research output: Contribution to journalArticle

Open Access
File
3 Citations (Scopus)
24 Downloads (Pure)

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)

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

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)

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)

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

Word Representation with Salient Features

Zhang, M., Palade, V., Wang, Y. & Ji, Z., 14 Jan 2019, In : IEEE Access. 7, p. 30157-30173 17 p., 8611085.

Research output: Contribution to journalArticle

Open Access
File
1 Citation (Scopus)
9 Downloads (Pure)