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  • 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)

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)

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)

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)

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)

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 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)
2 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)

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)

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

19 Citations (Scopus)

Quantum-behaved particle swarm optimization: Analysis of individual particle behavior and parameter selection

Sun, J., Fang, W., Wu, X., Palade, V. & Xu, W., 2012, In : Swarm and Evolutionary Computation. 20, 3, p. 349-393 45 p.

Research output: Contribution to journalArticle

198 Citations (Scopus)

Random drift particle swarm optimization algorithm: convergence analysis and parameter selection

Sun, J., Wu, X., Palade, V., Fang, W. & Shi, Y., Oct 2015, In : Machine Learning. 101, 1-3, p. 345-376

Research output: Contribution to journalArticle

Open Access
File
31 Citations (Scopus)
52 Downloads (Pure)

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)

Selection of significant On-road sensor data for short-term traffic flow forecasting using the Taguchi method

Chan, K. Y., Khadem, S., Dillon, T. S., Palade, V., Singh, J. & Chang, E., May 2012, In : IEEE Transactions on Industrial Informatics. 8, 2, p. 255-266 12 p., 6099612.

Research output: Contribution to journalArticle

34 Citations (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

Solving the Power Economic Dispatch Problem With Generator Constraints by Random Drift Particle Swarm Optimization

Sun, J., Palade, V., Wu, X., Fang, W. & Wang, Z., Feb 2014, In : IEEE Transactions on Industrial Informatics. 10, 1, p. 222-232 11 p.

Research output: Contribution to journalArticle

109 Citations (Scopus)

Uncovering Highly Obfuscated Plagiarism Cases Using Fuzzy Semantic-based Similarity Model

Alzahrani, S. M., Salim, N. & Palade, V., Jul 2015, In : Journal of King Saud University - Computer and Information Sciences. 27, 3, p. 248-268 21 p.

Research output: Contribution to journalArticle

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

Using structural information and citation evidence to detect significant plagiarism cases in scientific publications

Alzahrani, S., Palade, V., Salim, N. & Abraham, A., Feb 2012, In : Journal of the American Society for Information Science and Technology. 63, 2, p. 286-312 27 p.

Research output: Contribution to journalArticle

19 Citations (Scopus)

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)
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)

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)

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)

Optimal Detection of New Classes of Faults by an Invasive Weed Optimization Method

Razavi-Far, R., Palade, V. & Zio, E., 3 Sep 2014, International Joint Conference on Neural Networks, IJCNN 2014. IEEE, Vol. Article number 6889887. p. 91-98

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
15 Citations (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
56 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)
100 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)

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)

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)

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)