• 2858 Citations
  • 23 h-Index
20002020

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Article
2020

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)

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

2019

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)
37 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)

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
2 Citations (Scopus)
9 Downloads (Pure)
2018

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)

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)

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

2017

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)
143 Downloads (Pure)
2016

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
30 Citations (Scopus)
3 Downloads (Pure)
2015

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)

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)

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)
36 Downloads (Pure)
2014

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)
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)

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)

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)
19 Citations (Scopus)

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)
2013

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

665 Citations (Scopus)
2 Citations (Scopus)
2012
37 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)

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)

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)

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)
2011

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)

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)

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)

Quantum-behaved particle swarm optimization with Gaussian distributed local attractor point

Sun, J., Fang, W., Palade, V., Wu, X. & Xu, W., 1 Dec 2011, In : Applied Mathematics and Computation. 218, 7, p. 3763-3775 13 p.

Research output: Contribution to journalArticle

132 Citations (Scopus)
2010

FSVM-CIL: Fuzzy support vector machines for class imbalance learning

Batuwita, R. & Palade, V., Jun 2010, In : IEEE Transactions on Fuzzy Systems. 18, 3, p. 558-571 14 p., 5409611.

Research output: Contribution to journalArticle

230 Citations (Scopus)
2009

microPred: Effective classification of pre-miRNAs for human miRNA gene prediction

Batuwita, R. & Palade, V., 2009, In : BMC Bioinformatics. 25, 8, p. 989-995 7 p.

Research output: Contribution to journalArticle

185 Citations (Scopus)

Model-based fault detection and isolation of a steam generator using neuro-fuzzy networks

Razavi-Far, R., Davilu, H., Palade, V. & Lucas, C., Aug 2009, In : Neurocomputing. 72, 13-15, p. 2939-2951 13 p.

Research output: Contribution to journalArticle

70 Citations (Scopus)

Noise reduction in a non-homogenous ground penetrating radar problem by multiobjective neural networks

Travassos, X. L., Vieira, D. A. G., Palade, V. & Nicolas, A., Mar 2009, In : IEEE Transactions on Magnetics. 45, 3, p. 1454-1457 4 p., 4787489.

Research output: Contribution to journalArticle

7 Citations (Scopus)

Signal denoising in engineering problems through the minimum gradient method

Vieira, D. A. G., Travassos, L., Saldanha, R. R. & Palade, V., Jun 2009, In : Neurocomputing. 72, 10-12, p. 2270-2275 6 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)
2008

The minimum gradient complexity control applied to sensitivity extraction of electromagnetic devices

Vieira, D. A. G., Vasconcelos, J. A., Palade, V. & Caminhas, W. M., Jun 2008, In : IEEE Transactions on Magnetics. 44, 6, p. 1114-1117 4 p., 4527018.

Research output: Contribution to journalArticle

1 Citation (Scopus)

The Q-norm complexity measure and the minimum gradient method: A novel approach to the machine learning structural risk minimization problem

Vieira, D. A. G., Takahashi, R. H. C., Palade, V., Vasconcelos, J. A. & Caminhas, W. M., 2008, In : IEEE Transactions on Neural Networks. 19, 8, p. 1415-1430 16 p.

Research output: Contribution to journalArticle

22 Citations (Scopus)
2007

A Knowledge Base for the maintenance of knowledge extracted from web data

Velásquez, J. D. & Palade, V., Apr 2007, In : Knowledge-Based Systems. 20, 3, p. 238-248 11 p.

Research output: Contribution to journalArticle

24 Citations (Scopus)

Building a knowledge base for implementing a web-based computerized recommendation system

Velasquez, J. D. & Palade, V., Oct 2007, In : International Journal on Artificial Intelligence Tools. 16, 5, p. 793-828 36 p.

Research output: Contribution to journalArticle

14 Citations (Scopus)
2005

A neural network based multi-classifier system for gene identification in DNA sequences

Ranawana, R. & Palade, V., Jul 2005, In : Neural Computing and Applications. 14, 2, p. 122-131 10 p.

Research output: Contribution to journalArticle

45 Citations (Scopus)

Automatic fuzzy rule base generation for on-line handwritten alphanumeric character recognition

Ranawana, R., Palade, V. & Bandara, G. E. M. D. C., 8 Nov 2005, In : International Journal of Knowledge-Based and Intelligent Engineering Systems. 9, 4, p. 327-339 13 p.

Research output: Contribution to journalArticle

10 Citations (Scopus)

Fuzzy-based refinement of the fault diagnosis task in industrial devices

Bocaniala, C. D., Sa Da Costa, J. & Palade, V., Dec 2005, In : Journal of Intelligent Manufacturing. 16, 6, p. 599-614 16 p.

Research output: Contribution to journalArticle

10 Citations (Scopus)

Human-like fault diagnosis using a neural network implementation of plausibility and relevance

Ariton, V. & Palade, V., Jul 2005, In : Neural Computing and Applications. 14, 2, p. 149-165 17 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)
2004

A novel fuzzy classification solution for fault diagnosis

Bocaniala, C. D., Sa Da Costa, J. & Palade, V., 2004, In : Journal of Intelligent & Fuzzy Systems. 15, 3-4, p. 195-205 11 p.

Research output: Contribution to journalArticle

23 Citations (Scopus)
2002

Fault diagnosis of an industrial gas turbine using neuro-fuzzy methods

Palade, V., Patton, R. J., Uppal, F. J., Quevedo, J. & Daley, S., 2002, In : IFAC papers online. 15, 1, p. 471-476 6 p.

Research output: Contribution to journalArticle

30 Citations (Scopus)

Neural and neuro-fuzzy integration in a knowledge-based system for air quality prediction

Neagu, C. D., Avouris, N., Kalapanidas, E. & Palade, V., Sep 2002, In : Applied Intelligence. 17, 2, p. 141-169 29 p.

Research output: Contribution to journalArticle

14 Citations (Scopus)