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Published
2012 IEEE Conference on Evolving and Adaptive Intelligent Systems, EAIS-2012
Angelov, P. (Editor), Filev, D. (Editor), Kasabov, N. (Editor) & Iglesias, J. A. (Editor), 2012, IEEE. 107 p.
Research output: Book/Report/Proceedings › Proceedings
Published
3D Points Splatting for Real-Time Dynamic Hand Reconstruction.
Jiang, Z., Rahmani, H., Black, S. & Williams, B. M., 21/12/2023, In: arXiv. 2312.13770.
Research output: Contribution to Journal/Magazine › Journal article
Published
3D Printed Brain-Controlled Robot-Arm Prosthetic via Embedded Deep Learning from sEMG Sensors
Lonsdale, D., Zhang, L. & Jiang, R., 5/07/2021, 2020 International Conference on Machine Learning and Cybernetics (ICMLC). IEEE, p. 247-253 7 p. 9469532. (Proceedings - International Conference on Machine Learning and Cybernetics; vol. 2020-December).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
3-D Quantum-Inspired Self-Supervised Tensor Network for Volumetric Segmentation of Medical Images
Konar, D., Bhattacharyya, S., Gandhi, T. K., Panigrahi, B. K. & Jiang, R., 31/08/2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 8, p. 10312-10325 14 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
3DPalsyNet: A Facial Palsy Grading and Motion Recognition Framework Using Fully 3D Convolutional Neural Networks
Storey, G., Jiang, R., Keogh, S., Bouridane, A. & Li, C.-T., 10/09/2019, In: IEEE Access. 7, 10 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
A cascade of deep learning fuzzy rule-based image classifier and SVM
Angelov, P. P. & Gu, X., 5/10/2017, Systems, Man, and Cybernetics (SMC), 2017 IEEE International Conference on: Human Intelligence for Systems and Cybernetics. IEEE, p. 746-751 6 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
A comparative study of autonomous learning outlier detection methods applied to fault detection
Bezerra, C. G., Costa, B. S. J., Guedes, L. A. & Angelov, P. P., 08/2015, Proceedings of the 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) . IEEE, p. 1-7 7 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
A Comparative Study of Machine Learning Approaches for Handwriter Identification
Durou, A., Aref, I., Elbendak, M., Al-Maadeed, S. & Bouridane, A., 10/04/2019. 6 p.
Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review
Published
A comprehensive review on handcrafted and learning-based action representation approaches for human activity recognition
Bux, A., Angelov, P. P. & Habib, Z., 23/01/2017, In: Applied Sciences. 7, 1, 37 p., 110.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A Computational Model for Reputation and Ensemble-Based Learning Model for Prediction of Trustworthiness in Vehicular Ad Hoc Network
Alharthi, A., Ni, Q., Jiang, R. & Khan, M. A., 15/10/2023, In: IEEE Internet of Things Journal. 10, 20, p. 18248-18258 11 p., 20.
Research output: Contribution to Journal/Magazine › Journal article › 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
Published
A deep convolutional neural network-based approach for superficial dorsal hand vein pattern matching
Gu, X., Williams, B. & Black, S., 14/09/2020.
Research output: Contribution to conference - Without ISBN/ISSN › Abstract › 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
A Deep Learning based Wearable Healthcare IoT Device for AI-enabled Hearing Assistance Automation.
Young, F., Zhang, L., Jiang, R., Liu, H. & Wall, C., 2020, In: CoRR. abs/2005.08076
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A Deep Rule-based Approach for Satellite Scene Image Analysis
Gu, X. & Angelov, P. P., 7/10/2018, 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC). IEEE, p. 2778-2783 6 p. (2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC)).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
A Distance-Type-Insensitive Clustering Approach
Gu, X., Angelov, P. P. & Zhao, Z., 1/04/2019, In: Applied Soft Computing. 77, p. 622-634 13 p.
Research output: Contribution to Journal/Magazine › Journal article › 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
A Federated Deep Learning Framework for Privacy-Preserving Consumer Electronics Recommendations
Wu, J., Zhang, J., Bilal, M., Han, F., Victor, N. & Xu, X., 29/02/2024, In: IEEE Transactions on Consumer Electronics. 70, 1, p. 2628 - 2638 11 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
A Framework for SLO-driven Cloud Specification and Brokerage
Elhabbash, A., Elkhatib, Y., Blair, G. S., Lin, Y. & Barker, A., 4/07/2019, 2019 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID). IEEE, p. 666-667 2 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
A fully autonomous data density based clustering algorithm
Hyde, R. & Angelov, P., 9/12/2014, Evolving and Autonomous Learning Systems (EALS), 2014 IEEE Symposium on. Piscataway, N.J.: IEEE, p. 116-123 8 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
A general purpose intelligent surveillance system for mobile devices using deep learning
Antoniou, A. & Angelov, P. P., 24/07/2016, 2016 International Joint Conference on Neural Networks (IJCNN). Vancouver Canada: IEEE, p. 2879-2886 8 p. (Neural Networks (IJCNN), 2016 International Joint Conference on).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
A Generalized Methodology for Data Analysis
Angelov, P. P., Gu, X. & Principe, J., 10/2018, In: IEEE Transactions on Cybernetics. 48, 10, p. 2981-2993 13 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A Guide to Convolutional Neural Networks for Computer Vision
Khan, S., Rahmani, H., Shah, S. A. A. & Bennamoun, M., 13/02/2018, Morgan and Claypool. 207 p. (Synthesis Lectures on Computer Vision; vol. 8)
Research output: Book/Report/Proceedings › Book
Published
A large multiclass dataset of CT scans for COVID-19 identification
Almeida Soares, E., Angelov, P., Biaso, S., Froes, M. H. & Abe, D. K., 1/04/2024, In: Evolving Systems. 15, 1, p. 635–640 5 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A Massively Parallel Deep Rule-Based Ensemble Classifier for Remote Sensing Scenes
Gu, X., Angelov, P. P., Zhang, C. & Atkinson, P. M., 03/2018, In: IEEE Geoscience and Remote Sensing Letters. 15, 3, p. 345-349 5 p.
Research output: Contribution to Journal/Magazine › Journal article › 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
Published
A Method for Autonomous Data Partitioning
Gu, X., Angelov, P. P. & Principe, J., 09/2018, In: Information Sciences. 460-461, p. 65-82 18 p.
Research output: Contribution to Journal/Magazine › Journal article › 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
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
A nested hierarchy of dynamically evolving clouds for big data structuring and searching
Angelov, P. & Sadeghi Tehran, P., 8/08/2015, In: Procedia Computer Science. 53, p. 1-8 8 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A new evolving clustering algorithm for online data streams
Bezerra, C. G., Costa, B. S. J., Guedes, L. A. & Angelov, P. P., 23/05/2016, 2016 IEEE International Conference on Evolving and Adaptive Intelligent Systems, EAIS2016. IEEE, p. 162-168 7 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
A new online clustering approach for data in arbitrary shaped clusters
Hyde, R. & Angelov, P., 24/06/2015, Cybernetics (CYBCONF), 2015 IEEE 2nd International Conference on . IEEE, p. 228-233 6 p. 78
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
A new type of distance metric and its use for clustering
Gu, X., Angelov, P. P., Kangin, D. & Principe, J., 09/2017, In: Evolving Systems. 8, 3, p. 167-177 11 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A new type of simplified fuzzy rule-based systems
Angelov, P. & Yager, R., 01/2012, In: International Journal of General Systems. 41, 2, p. 163-185 23 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A new unsupervised approach to fault detection and identification
Costa, B., Angelov, P. & Guedes, L. A., 07/2014, Neural Networks (IJCNN), 2014 International Joint Conference on. IEEE, p. 1557-1564 8 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
A novel algorithm for the modelling of complex processes
Rubio, J. D. J., Lughofer, E., Angelov, P. P., Novoa, J. F. & Meda-Campana, J. A., 1/04/2018, In: Kybernetika. 54, 1, p. 79-95 17 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
A Novel Self-Organizing PID Approach for Controlling Mobile Robot Locomotion
Gu, X., Khan, M., Angelov, P., Tiwary, B., Shafipour Yourdshahi, E. & Yang, Z., 26/08/2020, 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). IEEE, p. 1-10 10 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
A practical implementation of Robust Evolving Cloud-based Controller with normalized data space for heat-exchanger plant
Andonovski, G., Angelov, P. P., Blazic, S. & Skrjanc, I., 11/2016, In: Applied Soft Computing. 48, p. 29-38 10 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A practical implementation of self-evolving cloud-based control of a pilot plant
Costa, B., Skrjanc, I., Blazic, S. & Angelov, P., 2013, 2013 IEEE International Conference on Cybernetics, CYBCONF-2013, Lausanne, Switzerland13-15 June, 2013. Piscataway, N.J.: IEEE, p. 7-12 6 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
A probabilistic attention model with occlusion-aware texture regression for 3D hand reconstruction from a single RGB image
Jiang, Z., Rahmani, H., Black, S. & Williams, B., 23/06/2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. IEEE, p. 758-767 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2023-June).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
A Probabilistic Attention Model with Occlusion-aware Texture Regression for 3D Hand Reconstruction from a Single RGB Image.
Jiang, Z., Rahmani, H., Black, S. & Williams, B. M., 20/06/2023, In: CoRR. abs/2304.14299
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A randomized neural network for data streams
Pratama, M., Angelov, P. P., Lu, J., Lughofer, E., Seera, M. & Lim, C. P., 19/05/2017, Proceedings of the 2017 International Joint Conference on Neural Networks (IJCNN). USA: IEEE, p. 3423-3430 8 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
A real-time approach for autonomous detection and tracking of moving objects from UAV
Sadeghi Tehran, P., Clarke, C. & Angelov, P. P., 12/2014, 2014 IEEE Symposium on Evolving and Autonomous Learning Systems (EALS). Piscataway, N. J.: IEEE, p. 43-49 7 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
A Real-time Approach for Novelty Detection and Trajectories Analysis for Anomaly Recognition in Video Surveillance Systems
Sadeghi-Tehran, P. & Angelov, P., 2012, Evolving and Adaptive Intelligent Systems (EAIS), 2012 IEEE Conference on . IEEE, p. 108-113 6 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
A robust evolving cloud-based controller
Angelov, P., Skrjanc, I. & Blazic, S., 2015, Springer Handbook of Computational Intelligence . Kacprzyk, J. & Pedrycz, W. (eds.). Berlin: Springer, Vol. G. p. 1435-1449 15 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review
Published
A Self-Adaptive Synthetic Over-Sampling Technique for Imbalanced Classification
Gu, X., Angelov, P. P. & Soares, E. A., 25/11/2019, In: arXiv.
Research output: Contribution to Journal/Magazine › Journal article
Published
A Self-Adaptive Synthetic Over-Sampling Technique for Imbalanced Classification
Gu, X., Angelov, P. & Almeida Soares, E., 1/06/2020, In: International Journal of Intelligent Systems. 35, 6, p. 923-943 21 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
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 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
A Semi-Supervised Deep Rule-Based Approach for Remote Sensing Scene Classication
Gu, X. & Angelov, P. P., 3/04/2019, The 2019 INNS Big Data and Deep Learning (INNSBDDL 2019) conference. Springer, p. 257-266 10 p.
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
Accurate, fast, data efficient and interpretable glaucoma diagnosis with automated spatial analysis of the whole cup to disc profile
MacCormick, I. J. C., Williams, B. M., Zheng, Y., Li, K., Al-Bander, B., Czanner, S., Cheeseman, R., Willoughby, C. E., Brown, E. N., Spaeth, G. L. & Czanner, G., 10/01/2019, In: PLoS ONE. 14, 1, 20 p., e0209409.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
ACM Techbrief: Trusted AI
Knowles, B. & Richards, J. T., 17/01/2024, New York: ACM. 4 p.
Research output: Book/Report/Proceedings › Other report
Published
Action Detection via an Image Diffusion Process
Foo, L. G., Li, T., Rahmani, H. & Liu, J., 1/04/2024.
Research output: Working paper › Preprint
E-pub ahead of print
Action Detection Via an Image Diffusion Process
Foo, L. G., Li, T., Rahmani, H. & Liu, J., 17/06/2024, (E-pub ahead of print) 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
Published
Actively Semi-Supervised Deep Rule-based Classifier Applied to Adverse Driving Scenarios
Almeida Soares, E., Angelov, P. P., Costa, B. S. J. & Castro, M., 30/09/2019, 2019 International Joint Conference on Neural Networks (IJCNN). IEEE, p. 1-8 8 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Adaptive Resilience for Computer Networks
Ali, A., Hutchison, D., Angelov, P. & Smith, P., 4/10/2012. 0 p.
Research output: Contribution to conference - Without ISBN/ISSN › Conference paper
Published
Adaptive resilience for computer networks: Using online fuzzy learning.
Ali, A., Hutchison, D., Angelov, P. P. & Smith, P., 14/02/2013, 2012 IV International Congress on Ultra Modern Telecommunications and Control Systems. IEEE, p. 772-778 7 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › 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
Advances in Computational Intelligence Systems: Contributions Presented at the 16th UK Workshop on Computational Intelligence, September 7–9, 2016, Lancaster, UK
Angelov, P. P., Shen, Q., Jayne, C. & Gegov, A., 7/09/2016, Springer. 508 p. (Advances in Intelligent Systems and Computing; vol. 513)
Research output: Book/Report/Proceedings › Book
Published
Advances in Information and Communication Technologies for Adapting Agriculture to Climate Change: Proceedings of the International Conference of ICT for Adapting Agriculture to Climate Change AACC'17, November 22-24, 2017, Popayan, Colombia)
Angelov, P. P. (Editor), Iglesias, J. A. (Editor) & Carlos Corrales, J. (Editor), 17/12/2017, 1st ed. Cham: Springer. 265 p. (Advances in Intelligent Systems and Computing; vol. 687)
Research output: Book/Report/Proceedings › Book
Published
Adversarial Attack Detection via Fuzzy Predictions
Li, Y., Angelov, P. & Suri, N., 31/12/2024, In: IEEE Transactions on Fuzzy Systems. 32, 12, p. 7015-7024 10 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
AI-Driven Data Analytics and Intent-Based Networking for Orchestration and Control of B5G Consumer Electronics Services
Abbas, K., Nauman, A., Bilal, M., Yoo, J.-H., Hong, J. W.-K. & Song, W.-C., 29/02/2024, In: IEEE Transactions on Consumer Electronics. 70, 1, p. 2155 - 2169
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
AI-enabled Microscopic Blood Analysis for Microfluidic COVID-19 Hematology
Xia, T., Fu, Y. Q., Jin, N., Chazot, P., Angelov, P. & Jiang, R., 21/06/2020, p. 98-102. 5 p.
Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review
Published
AI-Generated Content (AIGC) for Various Data Modalities: A Survey
Foo, L. G., Rahmani, H. & Liu, J., 6/05/2025, In: ACM Computing Surveys. 57, 9, 66 p., 243.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Algorithms or Actions? A Study in Large-Scale Reinforcement Learning
Rocha Tavares, A., Anbalagan, S., Soriano Marcolino, L. & Chaimowicz, L., 1/07/2018, Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence (IJCAI-18). International Joint Conferences on Artificial Intelligence, p. 2717-2723 7 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
ALMA for evolving systems
Angelov, P., 8/06/2012, 12th NCEI, Auckland, New Zealand. Auckland
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Abstract
Published
An Accurate and Inter-Operatable Fuzzy-Based System Using Genetic and Canonical Correlation Analysis Methods in Internet-of-Brain Things
Rathee, G., Kerrache, C. A. & Bilal, M., 31/05/2023, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 31, p. 2726-2733 8 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
An approach to automatic real-time novelty detection, object identification, and tracking in video streams based on recursive density estimation and evolving Takagi–Sugeno fuzzy systems
Angelov, P., Sadeghi-Tehran, P. & Ramezani, R., 03/2011, In: International Journal of Intelligent Systems. 26, 3, p. 189-205 17 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
An artificial intelligence-based deep learning algorithm for the diagnosis of diabetic neuropathy using corneal confocal microscopy: a development and validation study
Williams, B., Borroni, D., Liu, R., Zhao, Y., Zhang, J., Lim, J., Ma, B., Romano, V., Qi, H., Ferdousi, M., Petropoulos, I., Ponirakis, G., Kaye, S., Malik, R., Alam, U. & Zheng, Y., 1/02/2020, In: Diabetologia. 63, 2, p. 419-430 12 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
An evolving approach to data streams clustering based on typicality and eccentricity data analytics
Bezerra, C. G., Costa, B. S. J., Guedes, L. A. & Angelov, P. P., 31/05/2020, In: Information Sciences. 518, p. 13-28 16 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
An evolving approach to unsupervised and Real-Time fault detection in industrial processes
Gomes Bezerra, C., Costa, B. S. J., Guedes, L. A. & Angelov, P. P., 30/11/2016, In: Expert Systems with Applications. 63, p. 134-144 11 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
An evolving machine learning method for human activity recognition systems
Andreu, J. & Angelov, P., 2013, In: Journal of Ambient Intelligence and Humanized Computing. 4, 2, p. 195-206 12 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
An explainable approach to deep learning from CT-scans for Covid identification
Soares, E., Angelov, P. & Zhang, Z., 31/12/2024, In: Evolving Systems. 15, 6, p. 2159-2168 10 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
An Explainable approach to Deep Learning from CT-scans for Covid Identification
Almeida Soares, E., Angelov, P. & Zhang, Z., 2021, In: TechRxiv.
Research output: Contribution to Journal/Magazine › Journal article
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
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
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
An Odometer-Free Approach for Unmanned Ground-Based Vehicle Simultaneous Localization and Mapping
Gu, X., Angelov, P. & Khan, M., 26/10/2019.
Research output: Contribution to conference - Without ISBN/ISSN › Abstract › peer-review
Forthcoming
An Online Incremental Learning Approach for Configuring Multi-arm Bandits Algorithms
Alsomali, M., Rodrigues-Filho, R., Soriano Marcolino, L. & Porter, B., 4/07/2024, (Accepted/In press) ECAI: European Conference On Artificial Intelligence. 8 p. 2033
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
An Ontological Architecture for Principled and Automated System of Systems Composition
Elhabbash, A., Nundloll, V., Elkhatib, Y., Blair, G. & Sanz Marco, V., 29/06/2020, 15th International Symposium on Software Engineering for Adaptive and Self-Managing Systems. ACM, p. 85–95 11 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
An Ontological Framework for Opportunistic Composition of IoT Systems
Nundloll, V., Elkhatib, Y., Elhabbash, A. & Blair, G. S., 11/05/2020, 2020 IEEE International Conference on Informatics, IoT, and Enabling Technologies (ICIoT). IEEE, p. 614-621 8 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
An overview on fault diagnosis and nature-inspired optimal control of industrial process applications
Precup, R.-E., Angelov, P., Jales Costa, B. S. & Sayed-Mouchaweh, M., 12/2015, In: Computers in Industry. 74, p. 75-94 20 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
An uniformly stable backpropagation algorithm to train a feedforward neural network
Rubio, J. D. J., Angelov, P. & García, E., 03/2011, In: IEEE Transactions on Neural Networks. 22, 3, p. 356-366 11 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Analysis of adaptation law of the robust evolving cloud-based controller
Andonovski, G., Blazic, S., Angelov, P. P. & Skrjanc, I., 3/12/2015, Proceedings 2015 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS). IEEE, p. 1-7 7 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Analysis of evolving social network: methods and results from cell phone data set case study
Dutta Baruah, R. & Angelov, P., 2013, In: International Journal of Social Network Mining. 1, 3-4, p. 254-279 26 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Anomalous behaviour detection based on heterogeneous data and data fusion
Mohd Ali, A. & Angelov, P., 05/2018, In: Soft Computing. 22, 10, p. 3187-3201 15 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Anomaly detection based on eccentricity analysis
Angelov, P., 12/2014, 2014 IEEE Symposium on Evolving and Autonomous Learning Systems (EALS). Orlando, FL, USA: IEEE Press, p. 1-8 8 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Anomaly Detection—Empirical Approach
Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. P. & Gu, X. (eds.). Cham: Springer, p. 157-173 17 p. (Studies in Computational Intelligence; vol. 800).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review
Published
Applications of Autonomous Anomaly Detection
Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 249-259 11 p. (Studies in Computational Intelligence; vol. 800).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review
Published
Applications of Autonomous Data Partitioning
Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 261-276 16 p. (Studies in Computational Intelligence; vol. 800).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review
Published
Applications of Autonomous Learning Multi-model Systems
Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 277-293 17 p. (Studies in Computational Intelligence; vol. 800).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review
Published
Applications of Deep Rule-Based Classifiers
Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 295-319 25 p. (Studies in Computational Intelligence; vol. 800).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review
Published
Applications of Semi-supervised Deep Rule-Based Classifiers
Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 321-340 20 p. (Studies in Computational Intelligence; vol. 800).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review
Published
Applying computational intelligence to community policing and forensic investigations
Ali, A. M. & Angelov, P., 1/01/2017, Advanced Sciences and Technologies for Security Applications. Springer, p. 231-246 16 p. (Advanced Sciences and Technologies for Security Applications).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter
Published
ARFA: automated real-time flight data analysis using evolving clustering, classifiers and recursive density estimation
Kolev, D., Angelov, P., Markarian, G., Suvorov, M. & Lysanov, S., 2013, Evolving and Adaptive Intelligent Systems (EAIS), 2013 IEEE Conference on. Piscataway, N.J.: IEEE Press, p. 91-97 7 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

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