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2023
Published
Contrastive Training with More Data
Mander, S., Piao, S. & Rahmani, H., 1/05/2023.
Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review
Published
Intelligent time-series forecasting framework for non-linear dynamic workload and resource prediction in cloud
Ullah, F., Bilal, M. & Yoon, S. K., 30/04/2023, In: Computer Networks. 225, 109653.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
MSEs Credit Risk Assessment Model Based on Federated Learning and Feature Selection
Xu, Z., Cheng, J., Cheng, L., Xu, X. & Bilal, M., 29/04/2023, In: Computers, Materials and Continua. 75, 3, p. 5573-5595 23 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Forthcoming
Trustworthy AI and the Logics of Intersectional Resistance
Knowles, B., Fledderjohann, J., Richards, J. T. & Varshney, K. R., 7/04/2023, (Accepted/In press) ACM Conference on Fairness, Accountability, and Transparency. ACM, 16 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
A Distributed Fuzzy Optimal Decision Making Strategy for Task Offloading in Edge Computing Environment
Behera, S. R., Panigrahi, N., Bhoi, S. K., Bilal, M., Sahoo, K. S. & Kwak, D., 5/04/2023, In: IEEE Access. 11, p. 33189-33204 16 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Self-Supervised Leaf Segmentation under Complex Lighting Conditions
Lin, X., Li, C.-T., Adams, S., Kouzani, A. Z., Jiang, R., He, L., Hu, Y., Vernon, M., Doeven, E. H., Webb, L., Mcclellan, T. & Guskic, A., 31/03/2023, In: Pattern Recognition. 135, 14 p., 109021.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
PPFM: An Adaptive and Hierarchical Peer-to-Peer Federated Meta-Learning Framework
Yu, Z., Lu, Y., Angelov, P. & Suri, N., 29/03/2023, 2022 18th International Conference on Mobility, Sensing and Networking (MSN). IEEE, p. 502-509 8 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Forthcoming
Humble AI
Knowles, B., D'Cruz, J., Richards, J. T. & Varshney, K. R., 4/03/2023, (Accepted/In press) In: Communications of the ACM.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Distributed Incentives for Intelligent Offloading and Resource Allocation in Digital Twin Driven Smart Industry
Peng, K., Huang, H., Bilal, M. & Xu, X., 1/03/2023, In: IEEE Transactions on Industrial Informatics. 19, 3, p. 3133-3143 11 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Human Action Recognition from Various Data Modalities: A Review
Sun, Z., Ke, Q., Rahmani, H., Bennamoun, M., Wang, G. & Liu, J., 1/03/2023, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 45, 3, p. 3200-3225 26 p., 3.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Leveraging Deep Learning for Designing Healthcare Analytics Heuristic for Diagnostics
Shafqat, S., Fayyaz, M., Khattak, H. A., Bilal, M., Khan, S., Ishtiaq, O., Abbasi, A., Shafqat, F., Alnumay, W. S. & Chatterjee, P., 28/02/2023, In: Neural Processing Letters. 55, 1, p. 53-79 27 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Text-driven video acceleration: A weakly-supervised reinforcement learning method
Ramos, W. L. D. S., Silva, M. M. D., Araujo, E., Moura, V., Martins de Oliveira, K. C., Soriano Marcolino, L. & Nascimento, E., 28/02/2023, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 45, 2, p. 2492-2504 13 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Forthcoming
DiffPose: Toward More Reliable 3D Pose Estimation
Rahmani, H. & Liu, J., 27/02/2023, (Accepted/In press) IEEE Conference on Computer Vision and Pattern Recognition (CVPR). IEEE
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Forthcoming
Token Boosting for Robust Self-Supervised Visual Transformer Pre-training
Rahmani, H., 27/02/2023, (Accepted/In press) IEEE Conference on Computer Vision and Pattern Recognition (CVPR). IEEE
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Forthcoming
Unified Pose Sequence Modeling
Rahmani, H., 27/02/2023, (Accepted/In press) IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Certified Policy Smoothing for Cooperative Multi-Agent Reinforcement Learning
Mu, R., Ruan, W., Soriano Marcolino, L., Jin, G. & Ni, Q., 7/02/2023, Proceedings of the 37th AAAI Conference on Artificial Intelligence. AAAI
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
A deep learning architecture for multi-class lung diseases classification using chest X-ray (CXR) images
Alshmrani, G., Ni, Q., Jiang, R., Pervaiz, H. & M. Elshennawy , N., 1/02/2023, In: Alexandria Engineering Journal. 64, p. 923-935 13 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
An Improved eXplainable Point Cloud Classifier (XPCC)
Arnold, N., Angelov, P. & Atkinson, P., 1/02/2023, In: IEEE Transactions on Artificial Intelligence. 4, 1, p. 71-80 10 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Masked Swin Transformer Unet for Industrial Anomaly Detection
Jiang, J., Zhu, J., Bilal, M., Cui, Y., Kumar, N., Dou, R., Su, F. & Xu, X., 1/02/2023, In: IEEE Transactions on Industrial Informatics. 19, 2, p. 2200-2209 10 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Robust monocular 3D face reconstruction under challenging viewing conditions
Mohaghegh, H., Rahmani, H. & Bennamoun, M., 1/02/2023, In: Neurocomputing. 520, p. 82-93 12 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Congestion control algorithms for robotic swarms with a common target based on the throughput of the target area
Passos, Y. T., Duquesne, X. & Soriano Marcolino, L., 31/01/2023, In: Robotics and Autonomous Systems. 159, 19 p., 104284.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Federated Learning-Based Cross-Enterprise Recommendation With Graph Neural Networks
Li, Z., Bilal, M., Xu, X., Jiang, J. & Cui, Y., 31/01/2023, In: IEEE Transactions on Industrial Informatics. 19, 1, p. 673-682 10 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Improved Rate of Secret Key Generation Using Passive Re-Configurable Intelligent Surfaces for Vehicular Networks
Ayaz, H., Waqas, M., Abbas, G., Abbas, Z. H., Bilal, M. & Kwak, K. S., 31/01/2023, In: Sustainability (Switzerland). 15, 1, 342.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Improving face recognition using deep autoencoders and feature fusion
Khider, A., Djemili, R., Bouridane, A. & Jiang, R., 30/01/2023, In: International Journal of Biometrics. 15, 1, p. 40-58 19 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Similarity-based Deep Neural Network to Detect Imperceptible Adversarial Attacks
Almeida Soares, E., Angelov, P. & Suri, N., 30/01/2023, Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022. Ishibuchi, H., Kwoh, C.-K., Tan, A.-H., Srinivasan, D., Miao, C., Trivedi, A. & Crockett, K. (eds.). IEEE, p. 1028-1035 8 p. (Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
An Interpretable Deep Semantic Segmentation Method for Earth Observation
Zhang, Z., Angelov, P., Almeida Soares, E., Longepe, N. & Mathieu, P. P., 25/01/2023, 2022 IEEE 11th International Conference on Intelligent Systems (IS). Atanassov, K. T., Doukovska, L., Kacprzyk, J., Krawczak, M., Owsinski, J. W., Sgurev, V., Szmidt, E. & Zadrozny, S. (eds.). IEEE, p. 1-8 8 p. (2022 IEEE 11th International Conference on Intelligent Systems (IS)).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Forthcoming
Reinforced Learning for Label-Efficient 3D Face Reconstruction
Mohaghegh, H., Rahmani, H., Laga, H., Boussaid, F. & Bennamoun, M., 16/01/2023, (Accepted/In press) IEEE International Conference on Robotics and Automation (ICRA).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Automatic detection of glaucoma via fundus imaging and artificial intelligence: A review
Coan, L. J., Williams, B. M., Krishna Adithya, V., Upadhyaya, S., Alkafri, A., Czanner, S., Venkatesh, R., Willoughby, C. E., Kavitha, S. & Czanner, G., 1/01/2023, In: Survey of Ophthalmology. 68, 1, p. 17-41 25 p.
Research output: Contribution to Journal/Magazine › Review article › peer-review
Published
Specifying Autonomous System Behaviour
Sogokon, A., Yuksek, B., Inalhan, G. & Suri, N., 2023, In: CoRR. abs/2302.10087
Research output: Contribution to Journal/Magazine › Journal article › peer-review
2022
Published
Self-Organizing Fuzzy Belief Inference System for Classification
Gu, X., Angelov, P. & Shen, Q., 31/12/2022, In: IEEE Transactions on Fuzzy Systems. 30, 12, p. 5473-5483 11 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Visualizing water inside an operating proton exchange membrane fuel cell with video‐rate terahertz imaging
Alves‐Lima, D. F., Williams, B. M., Schlegl, H., Gupta, G., Letizia, R., Dawson, R. & Lin, H., 31/12/2022, In: Fuel Cells. 22, 6, p. 229-240 12 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A Formal Method of Trust Computation in VANET: A Spatial, Temporal and Behavioral Approach
Alharthi, A., Ni, Q., Jiang, R. & Khan, M. A., 29/11/2022, Smart Technologies in Urban Engineering. Arsenyeva, O., Romanova, T., Sukhonos, M. & Tsegelnyk, Y. (eds.). Cham: Springer, p. 775-784 10 p. (Smart Technologies in Urban Engineering; vol. 536).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Multi-Branch with Attention Network for Hand-Based Person Recognition
Baisa, N. L., Williams, B., Rahmani, H., Angelov, P. & Black, S., 29/11/2022, 2022 26th International Conference on Pattern Recognition, ICPR 2022. IEEE, p. 727-732 6 p. (Proceedings - International Conference on Pattern Recognition; vol. 2022-August).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
A Middleware for Automatic Composition and Mediation in IoT Systems
Elhabbash, A., Elkhatib, Y., Bouloukakis, G. & Salama, M., 7/11/2022, IoT '22: Proceedings of the 12th International Conference on the Internet of Things. New York: ACM, p. 127-134 8 p. (Proceedings of the 12th International Conference on the Internet of Things).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Person Identification from Fingernails and Knuckles Images using Deep Learning Features and the Bray-Curtis Similarity Measure
Alghamdi, M., Angelov, P. & Lopez Pellicer, A., 7/11/2022, In: Neurocomputing. 513, p. 83-93 11 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
3DVerifier: efficient robustness verification for 3D point cloud models
Mu, R., Ruan, W., Soriano Marcolino, L. & Ni, Q., 2/11/2022, In: Machine Learning. 2022, 28 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
GradAuto: Energy-oriented Attack on Dynamic Neural Networks
Pan, J., Zheng, Q., Fan, Z., Rahmani, H., Ke, Q. & Liu, J., 28/10/2022, European Conference on Computer Vision (ECCV). Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Springer, p. 637-653 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13664).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
E-pub ahead of print
Dynamic Spatio-Temporal Specialization Learning for Fine-Grained Action Recognition
Rahmani, H., 27/10/2022, (E-pub ahead of print) Dynamic Spatio-Temporal Specialization Learning for Fine-Grained Action Recognition. Springer, (European Conference on Computer Vision (ECCV)).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
E-pub ahead of print
ERA: Expert Retrieval and Assembly for Early Action Prediction
Rahmani, H., 27/10/2022, (E-pub ahead of print) European Conference on Computer Vision (ECCV). Springer
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
E-pub ahead of print
IGFormer: Interaction Graph Transformer for Skeleton-based Human Interaction Recognition
Rahmani, H., 27/10/2022, (E-pub ahead of print) European Conference on Computer Vision (ECCV). Springer
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
An Interpretable Deep Semantic Segmentation Method for Earth Observation.
Zhang, Z., Angelov, P., Soares, E., Longépé, N. & Mathieu, P.-P., 23/10/2022, In: arXiv. abs/2210.12820
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Recent Advances in AI-enabled Automated Medical Diagnosis
Jiang, R. (Editor), Zhang, L. (Editor), Wei, H.-L. (Editor), Crookes, D. (Editor) & Chazot, P. (Editor), 20/10/2022, London: CRC Press. 370 p.
Research output: Book/Report/Proceedings › Book
Published
HolonCraft-An Architecture for Dynamic Construction of Smart Home Workflows
Wang, Z., Elkhatib, Y. & Elhabbash, A., 10/10/2022, Proceedings - 2022 International Conference on Future Internet of Things and Cloud, FiCloud 2022. Younas, M., Awan, I. & Rahayu, W. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 213-220 8 p. (Proceedings - 2022 International Conference on Future Internet of Things and Cloud, FiCloud 2022).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
A critical appraisal on deep neural networks: Bridge the gap between deep learning and neuroscience via XAI
Bartle, A. S., Jiang, Z., Jiang, R., Bouridane, A. & Almaadeed, S., 30/09/2022, Handbook on Computer Learning and Intelligence: Vol. 2: Deep Learning, Intelligent Control and Evolutionary Computation. Angelov, P. (ed.). World Scientific Publishing Co., Vol. 2. p. 619-634 16 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter
Forthcoming
Semantic Segmentation under Adverse Conditions: A Weather and Nighttime-aware Synthetic Data-based Approach
Kerim, A., Chamone, F., De Souza Ramos, W., Soriano Marcolino, L., Nascimento, E. R. & Jiang, R., 30/09/2022, (Accepted/In press) The British Machine Vision Conference (BMVC). 14 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Graph-context Attention Networks for Size-varied Deep Graph Matching
Jiang, Z., Rahmani, H., Angelov, P., Black, S. & Williams, B., 27/09/2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE, p. 2333-2342 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Meta Agent Teaming Active Learning for Pose Estimation
Gong, J., Fan, Z., Ke, Q., Rahmani, H. & Liu, J., 27/09/2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, p. 11069-11079 11 p. (2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
A Survey on AI-Enabled Pandemic Prediction and Prevention: What We Can Learn from COVID
Zhu, Y., Jiang, R. & Ni, Q., 9/09/2022, Advanced Sciences and Technologies for Security Applications. Jiang, R., Bouridane, A., Li, C.-T., Crookes, D., Boussakta, S., Hao, F. & Edirisinghe, E. A. (eds.). Springer, p. 133-145 13 p. (Advanced Sciences and Technologies for Security Applications).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter
Published
A Technical Review on Driverless Vehicle Technologies in Smart Cities: Advanced Sciences and Technologies for Security Applications
Zhu, Y., Jiang, R. & Ni, Q., 9/09/2022, Big Data Privacy and Security in Smart Cities . Jiang, R., Bouridane, A., Li, C.-T., Crookes, D., Boussakta, S., Hao, F. & A. Edirisinghe, E. (eds.). 1 ed. London: Springer, p. 53–71 19 p. (Advanced Sciences and Technologies for Security Applications).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review
Published
Biometric Blockchain (BBC) Based e-Passports for Smart Border Control: Advanced Sciences and Technologies for Security Applications
Xu, B., Ni, Q., Jiang, R., Bouridane, A. & Li, C.-T., 9/09/2022, Big Data Privacy and Security in Smart Cities. Jiang, R., Bouridane, A., Li, C.-T., Crookes, D., Boussakta, S., Hao, F. & A. Edirisinghe, E. (eds.). 1 ed. London: Springer, p. 235-248 14 p. (Advanced Sciences and Technologies for Security Applications).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review
Published
Ethics of Face Recognition in Smart Cities Toward Trustworthy AI
Tao, M., Jiang, R. & Downs, C., 9/09/2022, Big Data Privacy and Security in Smart Cities. Jiang, R., Bouridane, A., Li, C.-T., Crookes, D., Boussakta, S., Hao, F. & Edirisinghe, E. A. (eds.). Cham: Springer, 30 p. (Advanced Sciences and Technologies for Security Applications).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review
Published
Quantum Bitcoin: The Intersection of Bitcoin, Quantum Computing and Blockchain
Zhu, Y., Ni, Q., Jiang, R., Bouridane, A. & Li, C.-T., 9/09/2022, Big Data Privacy and Security in Smart Cities. Jiang, R., Bouridane, A., Li, C.-T., Crookes, D., Boussakta, S., Hao, F. & Edirisinghe, E. A. (eds.). Cham: Springer, p. 223-234 12 p. (Advanced Sciences and Technologies for Security Applications).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review
Published
Video-Based Heart Rate Detection: A Remote Healthcare Surveillance Tool for Smart Homecare: Advanced Sciences and Technologies for Security Applications
Harrison, T., Zhang, Z. & Jiang, R., 9/09/2022, Big Data Privacy and Security in Smart Cities. Jiang, R., Bouridane, A., Li, C.-T., Crookes, D., Boussakta, S., Hao, F. & Edirisinghe, E. A. (eds.). Cham: Springer, p. 159-195 37 p. (Advanced Sciences and Technologies for Security Applications).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review
Published
Artificial Neural Networks and Machine Learning – ICANN 2022: 31st International Conference on Artificial Neural Networks, Bristol, UK, September 6–9, 2022, Proceedings, Part I
Pimenidis, E. (Editor), Angelov, P. (Editor), Jayne, C. (Editor), Papaleonidas, A. (Editor) & Aydin, M. (Editor), 6/09/2022, Cham: Springer. 761 p. (Lecture Notes in Computer Science; vol. 13529)
Research output: Book/Report/Proceedings › Proceedings
Published
Artificial Neural Networks and Machine Learning – ICANN 2022: 31st International Conference on Artificial Neural Networks, Bristol, UK, September 6–9, 2022, Proceedings, Part II
Pimenidis, E. (Editor), Angelov, P., Jayne, C. (Editor), Papaleonidas, A. & Aydin, M., 6/09/2022, Cham: Springer. 813 p. (Lecture Notes in Computer Science ; vol. 13530)
Research output: Book/Report/Proceedings › Proceedings
Published
Artificial Neural Networks and Machine Learning – ICANN 2022: 31st International Conference on Artificial Neural Networks, Bristol, UK, September 6–9, 2022, Proceedings, Part III
Pimenidis, E., Angelov, P., Jayne, C., Papaleonidas, A. & Aydin, M., 6/09/2022, Cham: Springer. 813 p. (Lecture Notes in Computer Science; vol. 13531)
Research output: Book/Report/Proceedings › Proceedings
Published
Artificial Neural Networks and Machine Learning – ICANN 2022: 31st International Conference on Artificial Neural Networks, Bristol, UK, September 6–9, 2022, Proceedings; Part IV
Pimenidis, E. (Editor), Angelov, P. (Editor), Jayne, C. (Editor), Papaleonidas, A. (Editor) & Aydin, M. (Editor), 6/09/2022, Cham: Springer. 795 p. (Lecture Notes in Computer Science; vol. 13532)
Research output: Book/Report/Proceedings › Proceedings
Published
Multi-Class Fuzzily Weighted Adaptive Boosting-based Self-Organizing Fuzzy Inference Ensemble Systems for Classification
Gu, X. & Angelov, P., 1/09/2022, In: IEEE Transactions on Fuzzy Systems. 30, 9, p. 3722-3735 14 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Multiclass Fuzzily Weighted Adaptive-Boosting-Based Self-Organizing Fuzzy Inference Ensemble Systems for Classification
Gu, X. & Angelov, P. P., 1/09/2022, In: IEEE Transactions on Fuzzy Systems. 30, 9, p. 3722-3735 14 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Robust Brain Age Estimation based on sMRI via Nonlinear Age-Adaptive Ensemble Learning
Zhang, Z., Jiang, R., Zhang, C., Williams, B., Jiang, Z., Li, C.-T., Chazot, P. L., Pavese, N., Bouridane, A. & Baghdadi, A., 31/08/2022, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering . 30, p. 2146 - 2156 11 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
On-line estimators for ad-hoc task execution: learning types and parameters of teammates for effective teamwork
Shafipour Yourdshahi, E., do Carmo Alves, M. A., Varma, A., Soriano Marcolino, L., Ueyama, J. & Angelov, P., 13/08/2022, In: Autonomous Agents and Multi-Agent Systems. 36, 45.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Unpublished
The Many Facets of Trust in AI: Formalizing the Relation Between Trust and Fairness, Accountability, and Transparency
Knowles, B., Richards, J. T. & Kroeger, F., 2/08/2022, (Unpublished) Arxiv. 13 p.
Research output: Book/Report/Proceedings › Other report
Published
Robust and Fair Undersea Target Detection with Automated Underwater Vehicles for Biodiversity Data Collection
Dinakaran, R., Zhang, L., Li, C.-T., Bouridane, A. & Jiang, R., 1/08/2022, In: Remote Sensing. 14, 15, 17 p., 3680.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Optimising Terahertz Waveform Selection of a Pharmaceutical Film Coating Process Using Recurrent Network
Li, X., Williams, B., May, R. K., Evans, M. J., Zhong, S., Gladden, L. F., Shen, Y. C., Zeitler, J. A. & Lin, H., 31/07/2022, In: IEEE Transactions on Terahertz Science and Technology. 12, 4, p. 392-400 9 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Optimizing Terahertz Waveform Selection of a Pharmaceutical Film Coating Process Using Recurrent Network
Li, X., Williams, B. M., May, R. K., Evans, M. J., Zhong, S., Gladden, L. F., Shen, Y., Zeitler, J. A. & Lin, H., 31/07/2022, In: IEEE Transactions on Terahertz Science and Technology. 12, 4, p. 392-400 9 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Statistically Evolving Fuzzy Inference System for Non-Gaussian Noises
Yang, Z. X., Rong, H.-J., Angelov, P. & Yang, Z. X., 31/07/2022, In: IEEE Transactions on Fuzzy Systems. 30, 7, p. 2649 - 2664 16 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Multi-Start, Random Reselection of Algorithms or Both?
El-Mihoub, T., Nolle, L., Tholen, C., Aref, I. & Paulenz, I., 27/07/2022, 2022 IEEE 2nd International Maghreb Meeting of the Conference on Sciences and Techniques of Automatic Control and Computer Engineering (MI-STA). IEEE, p. 21-26 6 p. (2022 IEEE 2nd International Maghreb Meeting of the Conference on Sciences and Techniques of Automatic Control and Computer Engineering, MI-STA 2022 - Proceeding).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Offline Writer Identification using Deep Convolution Neural Network
Durou, A., Aref, I., Erateb, S., El-Mihoub, T., Ghalut, T. & Emhemmed, A., 27/07/2022, 2022 IEEE 2nd International Maghreb Meeting of the Conference on Sciences and Techniques of Automatic Control and Computer Engineering (MI-STA). IEEE, p. 43-47 5 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
RETRACTED EBSRMF: Ensemble Based Similarity-Regularized Matrix Factorization to Predict Anticancer Drug Responses
Shahzad, M., Tahir, M. A., Khan, M. A., Jiang, R. & Shams, R. A., 21/07/2022, In: Journal of Intelligent and Fuzzy Systems. 43, 3, p. 3443-3452 10 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
On the Throughput of the Common Target Area for Robotic Swarm Strategies
Passos, Y. T., Duquesne, X. & Soriano Marcolino, L., 16/07/2022, In: Mathematics. 10, 14, 2482.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Private Facial Prediagnosis as an Edge Service for Parkinson's DBS Treatment Valuation
Jiang, R., Chazot, P. L., Pavese, N., Crookes, D., Bouridane, A. & Celebi, M. E., 30/06/2022, In: IEEE Journal of Biomedical and Health Informatics. 26, 6, p. 2703-2713 11 p., 6.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A multistream deep rule-based ensemble system for aerial image scene classification
Gu, X. & Angelov, P. P., 29/06/2022, Deep Learning, Intelligent Control and Evolutionary Computation. Angelov, P. (ed.). World Scientific Publishing Co., Vol. 2. p. 661-695 35 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter
Published
Handbook on computer learning and intelligence
Angelov, P. P., 29/06/2022, Explainable AI and Supervised Learning; Deep Learning, Intelligent Control and Evolutionary Computation. Angelov, P. (ed.). Singapore: World Scientific Publishing Co., Vol. 1-2. p. 1-1056 1056 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter
Published
REMOTE: Reinforced Motion Transformation Network for Semi-supervised 2D Pose Estimation in Videos
Ma, X., Rahmani, H., Fan, Z., Yang, B., Cheng, J. & Liu, J., 28/06/2022, Proceedings of the 36th AAAI Conference on Artificial Intelligence. Palo Alto, Calif. : AAAI press, p. 1944-1952 9 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Preface
Angelov, P., Papadopoulos, G. A., Castellano, G., Casalino, G., Lughofer, E. & Leite, D., 6/06/2022, 2022 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS). IEEE, Vol. 2022-May. (IEEE Conference on Evolving and Adaptive Intelligent Systems).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Hand-Based Person Identification using Global and Part-Aware Deep Feature Representation Learning
Baisa, N. L., Williams, B., Rahmani, H., Angelov, P. & Black, S., 2/06/2022, 2022 11th International Conference on Image Processing Theory, Tools and Applications, IPTA 2022. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. (2022 11th International Conference on Image Processing Theory, Tools and Applications, IPTA 2022).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
A Semi-Supervised Deep Rule-Based Approach for Complex Satellite Sensor Image Analysis
Gu, X., Angelov, P., Zhang, C. & Atkinson, P., 31/05/2022, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 44, 5, p. 2281-2292 12 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Editorial: Special issue on recent progress in autonomous machine learning
Pratama, M., Lughofer, E. & Angelov, P. P., 31/05/2022, In: Information Sciences. 595, p. 195-196 2 p.
Research output: Contribution to Journal/Magazine › Editorial › peer-review
Published
Towards Robust Diagnosis of COVID-19 using Vision Self-attention Transformer
Mehboob, F., Rauf, A., Jiang, R., Saudagar, A. K. J., Malik, K. M., Khan, M. B., Hasnat, M. H. A., AlTameem, A. & AlKhathami, M., 26/05/2022, In: Scientific Reports. 12, 12 p., 8922.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
AdLeap-MAS: An Open-source Multi-Agent Simulator for Ad-hoc Reasoning: Demonstration Track
do Carmo Alves, M. A., Varma, A., Soriano Marcolino, L. & Elkhatib, Y., 9/05/2022, AAMAS '22: Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems. New York: ACM, p. 1893-1895 3 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Towards Building a Facial Identification System Using Quantum Machine Learning Techniques
Easom-Mccaldin, P., Bouridane, A., Belatreche, A. & Jiang, R., 30/04/2022, In: Journal of Advances in Information Technology. 13, 2, p. 198-202 5 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Computational prediction of potential inhibitors for SARS-COV-2 main protease based on machine learning, docking, MM-PBSA calculations, and metadynamics
Gomes, I. D. S., Santana, C. A., Marcolino, L. S., Lima, L. H. F. D., Melo-Minardi, R. C. D., Dias, R. S., de Paula, S. O., Silveira, S. D. A. & Lodola, A. (Editor), 22/04/2022, In: PLoS ONE. 17, 4, 20 p., e0267471.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Automatic detection of glaucoma via fundus imaging and artificial intelligence: A review.
Coan, L., Williams, B. M., Adithya, V. K., Upadhyaya, S., Czanner, S., Venkatesh, R., Willoughby, C. E., Srinivasan, K. & Czanner, G., 12/04/2022, In: arXiv. abs/2204.05591
Research output: Contribution to Journal/Magazine › Journal article
Published
A Self-Training Hierarchical Prototype-based Ensemble Framework for Remote Sensing Scene Classification
Gu, X., Zhang, C., Shen, Q., Han, J., Angelov, P. & Atkinson, P., 1/04/2022, In: Information Fusion. 80, p. 179-204 26 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A Novel Multiple Feature-based Engine Knock Detection System using Sparse Bayesian Extreme Learning Machine
Yang, Z. X., Rong, H.-J., Wong, P. K., Angelov, P., Vong, C. M., Chiu, C. W. & Yang, Z.-X., 31/03/2022, In: Cognitive Computation. 14, 2, p. 828-851 24 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Else-Net: Elastic Semantic Network for Continual Action Recognition from Skeleton Data
Li, T., Ke, Q., Rahmani, H., Ho, R. E., Ding, H. & Liu, J., 28/02/2022, 2021 IEEE/CVF International Conference on Computer Vision (ICCV). IEEE, p. 13414-13423 10 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Proposing a novel deep network for detecting COVID-19 based on chest images
Dialameh, M., Hamzeh, A., Rahmani, H., Radmard, A. R. & Dialameh, S., 24/02/2022, In: Scientific Reports. 12, 1, 12 p., 3116.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Ensemble-Based Bounding Box Regression for Enhanced Knuckle Localization
Vyas, R., Williams, B. M., Rahmani, H., Boswell-Challand, R., Jiang, Z., Angelov, P. & Black, S., 17/02/2022, In: Sensors. 22, 4, 18 p., 1569.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Automated Person Identification Framework Based on Fingernails and Dorsal Knuckle Patterns
Alghamdi, M., Angelov, P. & Williams, B., 24/01/2022, 2021 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE, 8 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Self-Supervised Learning With Adaptive Distillation for Hyperspectral Image Classification
Yue, J., Fang, L., Rahmani, H. & Ghamisi, P., 1/01/2022, In: IEEE Transactions on Geoscience and Remote Sensing. 60, 13 p., 5501813.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
2021
Published
On Depth, Robustness and Performance Using the Data Re-Uploading Single-Qubit Classifier
Easom, P., Bouridane, A., Belatreche, A. & Jiang, R., 31/12/2021, In: IEEE Access. 9, p. 65127-65139 13 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Detecting and Learning from Unknown by Extremely Weak Supervision: eXploratory Classifier (xClass)
Angelov, P. & Almeida Soares, E., 30/11/2021, In: Neural Computing and Applications. 33, 22, p. 15145-15157 13 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Particle Swarm Optimized Autonomous Learning Fuzzy System
Gu, X., Shen, Q. & Angelov, P., 30/11/2021, In: IEEE Transactions on Cybernetics. 51, 11, p. 5352-5363 12 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Energy-Aware Placement of Device-to-Device Mediation Services in IoT Systems
Elhabbash, A. & Elkhatib, Y., 25/11/2021, Service-Oriented Computing: 19th International Conference, ICSOC 2021, Virtual Event, November 22–25, 2021, Proceedings. Hacid, H., Kao, O., Mecella, M., Moha, N. & Paik, H.-Y. (eds.). Springer, p. 335-350 16 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Stochastic Computing co-processing elements for Evolving Autonomous Data Partitioning
Moran, A., Canals, V., Angelov, P. P., Frasser, C. F., Skibinsky-Gitlin, E. S., Font, J., Isern, E., Roca, M. & Rossello, J. L., 24/11/2021, 36th Conference on Design of Circuits and Integrated Systems, DCIS 2021. IEEE, p. 1-6 6 p. (36th Conference on Design of Circuits and Integrated Systems, DCIS 2021).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
The Multi-Modal Video Reasoning and Analyzing Competition
Peng, H., Huang, H., Xu, L., Li, T., Liu, J., Rahmani, H., Ke, Q., Guo, Z., Wu, C., Li, R., Ye, M., Wang, J., Zhang, J., Liu, Y., He, T., Zhang, F., Liu, X. & Lin, T., 24/11/2021, 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW). IEEE, p. 806-813 8 p. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2021-October).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Sparse Adversarial Video Attacks with Spatial Transformations
Mu, R., Soriano Marcolino, L., Ruan, W. & Ni, Q., 22/11/2021.
Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review
Published
Attaining Meta-self-awareness through Assessment of Quality-of-Knowledge
Elhabbash, A., Bahsoon, R., Tino, P., Lewis, P. R. & Elkhatib, Y., 11/11/2021, Proceedings - 2021 IEEE International Conference on Web Services, ICWS 2021. Chang, C. K., Damiani, E., Fan, J., Ghodous, P., Maximilien, M., Wang, Z., Ward, R. & Zhang, J. (eds.). IEEE, p. 712-723 12 p. (Proceedings - 2021 IEEE International Conference on Web Services, ICWS 2021).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Self-Calibrated Convolutional Neural Network for SAR Image Despeckling.
Yuan, Y., Jiang, Y., Wu, Y. & Jiang, R., 12/10/2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS. IEEE, p. 399-402 4 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
A Meta-interactive Compositional Approach that Fosters Musical Emergence through Ludic Expressivity
Escarce Junior, M., Rossmann Martins, G., Soriano Marcolino, L. & Rubegni, E., 30/09/2021, In: ACM - PACMHCI CHI PLAY. 5, CHI PLAY, p. 1-32 32 p., 262.
Research output: Contribution to Journal/Magazine › Journal article › peer-review

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