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• 2016

  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 proceeding › Chapter

  Open Access

  • Traveling salesman problem
  • Decision support systems
  • Systems analysis
  • Logistics
  9 Citations (Scopus)
• 2019

  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 journal › Article › peer-review

  Open Access

  File

  • Glossaries
  • Clustering algorithms
  • Computational efficiency
  • Computer vision
  • Recovery
  3 Citations (Scopus)

  36 Downloads (Pure)
• 2018

  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 proceeding › Conference proceeding › peer-review

  • Recommender systems
  • Students
  • Blogs
  • Availability
• 2016

  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 proceeding › Chapter

  Open Access

  • Traveling salesman problem
  • Machine learning
  • Medical informatics
  • Ant colony optimization
  • Autonomous vehicles
  60 Citations (Scopus)
• 2018

  Sokoto Coventry Fingerprint Dataset

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

  Research output: Contribution to journal › Article

  • Biometrics
  • Labels

• 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 proceeding › Conference proceeding › peer-review

  • Fingerprint
  • Neural Networks
  • Obfuscation
  • Neural Network Model
  • Neural networks
  2 Citations (Scopus)
• 2020

  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 proceeding › Conference proceeding › peer-review

  • Deep neural networks
  • Crosswalks
  • Data fusion
  • Network architecture
• 2018

  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 proceeding › Conference proceeding › peer-review

  • Deep learning
  • Lighting
  • Luminance
  • Invariance
  • Transfer functions
  5 Citations (Scopus)
• 2016

  Combinations of Intelligent Methods and Applications

  Hatzilygeroudis, I. (ed.), Palade, V. (ed.) & Prentzas, J. (ed.), 2016, Switzerland: Springer Verlag.

  Research output: Book/Report › Anthology or Edited Book

  Open Access
• 2019

  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 journal › Article › peer-review

  Open Access

  File

  • Decomposition
  • Semantics
  2 Citations (Scopus)

  10 Downloads (Pure)
• 2018

  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 journal › Article › peer-review

  Open Access

  File

  • Gaussian distribution
  • Attractor
  • Lennard-Jones potential
  • Lennard-Jones Potential
  • Population Diversity
  14 Citations (Scopus)

  16 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 journal › Article › peer-review

  Open Access

  File

  • Knowledge-based Systems
  • Container
  • Fuzzy Systems
  • Knowledge based systems
  • Containers
  1 Citation (Scopus)

  50 Downloads (Pure)
• 2020

  Vehicular localisation at high and low estimation rates during gnss outages: A deep learning approach

  Onyekpe, U., Kanarachos, S., Palade, V. & Christopoulos, S. R. G., 25 Sep 2020, Advances in Intelligent Systems and Computing. Springer Science and Business Media Deutschland GmbH, p. 229-248 20 p. (Advances in Intelligent Systems and Computing; vol. 1232).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Deep learning
  • Outages
  • Satellites
  • Navigation
  • Kalman filters
  1 Citation (Scopus)
• 2019

  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 proceeding › Conference proceeding › peer-review

  • Neural Networks
  • Neural networks
  • Biometrics
  • Transfer Learning
  • Benchmark
  5 Citations (Scopus)
• 2018

  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 proceeding › Conference proceeding › peer-review

  Open Access

  File

  • Sentiment analysis
  • Feature extraction
  • Machine learning
  • Neural networks
  • Deep neural networks
  28 Citations (Scopus)

  60 Downloads (Pure)
• 2020

  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 proceeding › Conference proceeding › peer-review

  • Pedestrian
  • Autonomous vehicles
  • Network architecture
  • Classifiers
  • Testing
  1 Citation (Scopus)
• 2016

  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 proceeding › Chapter › peer-review

  Open Access

  • Deep learning
  • Network architecture
  • Feature extraction
  • Neural networks
  10 Citations (Scopus)
• 2020

  A New Fuzzy Knowledge-Based Optimisation System for Management of Container Yard Operations

  Al Bazi, A., Palade, V. & Abbas, A. H. H. J., Oct 2020, (Accepted/In press) In: International Journal on Artificial Intelligence Tools. (In-press), p. (In-press)

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Containers
  • Uncertainty
  • Fuzzy rules
  • Trucks
  • Genetic algorithms
  47 Downloads (Pure)
• 2016

  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 proceeding › Chapter

  Open Access

  • Smartphones
  3 Citations (Scopus)
• 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 journal › Article › peer-review

  Open Access

  File

  • Smoke
  • Disasters
  • Neural networks
  • Geometry
  • Experiments
  11 Citations (Scopus)

  99 Downloads (Pure)
• 2016

  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 proceeding › Chapter

  Open Access

  • Traveling salesman problem
  • Combinatorial optimization
  • Geographic information systems
  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 conference › Paper

  Open Access

  • Supervised learning
  • Pattern recognition
  • Computer vision
  • Signal processing
  5 Citations (Scopus)
• 2020

  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 journal › Article

  • Ground vehicles
  • Navigation
  • Sensors
  • Deep learning
  • Global positioning system
• 2016

  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 conference › Paper › peer-review

  • Machine learning
  • Semantics
  • Education
  • Support vector machines
  2 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 journal › Article › peer-review

  • Screening
  • Color
  • Hough transforms
  • Decision support systems
  • Feature extraction
  26 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 journal › Article › peer-review

  Open Access

  File

  • Diabetic Retinopathy
  • Screening
  • Image processing
  • Feature extraction
  • Hough transforms
  34 Citations (Scopus)

  4 Downloads (Pure)
• 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 journal › Article › peer-review

  Open Access

  File

  • Semantics
  • Multilayer neural networks
  • Bayesian networks
  • Support vector machines
  10 Citations (Scopus)

  46 Downloads (Pure)
• 2018

  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 journal › Article › peer-review

  • Deep learning
  • Robots
  • Neural networks
  • Support vector machines
  • Feature extraction
  13 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 proceeding › Conference proceeding › peer-review

  • Emotion Recognition
  • Facial Expression Recognition
  • Robot
  • Deep learning
  • Learning
  5 Citations (Scopus)
• 2016

  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 proceeding › Chapter › peer-review

  Open Access

  • Robotics
  • Multilayer neural networks
  • Robots
  • Support vector machines
  • Gabor filters
  5 Citations (Scopus)
• 2018

  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 proceeding › Conference proceeding › peer-review

  Open Access

  File

  • Long short-term memory
  • Sentiment analysis
  • Neural networks
  • Deep neural networks
  • Large dataset
  37 Citations (Scopus)

  140 Downloads (Pure)