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  1. 2025
  2. Published

    Transfer learning from inorganic materials to ivory detection

    Aghasanli, A., Angelov, P., Kangin, D., Kerns, J. & Shepherd, R. F., 3/05/2025, In: Scientific Reports. 15, 15536.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  3. Forthcoming

    Use of Proceeds in Private Equity-Backed Initial Public Offerings

    Hammer, B., Marcotty-Dehm, N. & Martin, J., 23/04/2025, (Accepted/In press) In: British Accounting Review. 101672.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  4. Published

    IDEAL: Interpretable-by-Design ALgorithms for learning from foundation feature spaces

    Angelov, P., Kangin, D. & Zhang, Z., 14/04/2025, In: Neurocomputing. 626, 129464.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  5. E-pub ahead of print

    AI-Generated Content (AIGC) for Various Data Modalities: A Survey

    Foo, L. G., Rahmani, H. & Liu, J., 8/04/2025, (E-pub ahead of print) In: ACM Computing Surveys.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  6. Published

    Demonstrable and anatomy-driven knuckle identification via crease map segmentation

    Vyas, R., Williams, B., Rahmani, H., Boswell-Challand, R., Jiang, Z., Angelov, P. & Black, S., 21/02/2025, In: Signal, Image and Video Processing. 19, 4, 318.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  7. Published

    Enhancing deep reinforcement learning for scale flexibility in real-time strategy games

    Lemos, M. L. H. D., Vieira, R. E. S., Tavares, A. R., Marcolino, L. S. & Chaimowicz, L., 31/01/2025, In: Entertainment Computing. 52, 100843.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  8. E-pub ahead of print

    Unpaired 3D Shape-to-Shape Translation via Gradient-Guided Triplane Diffusion

    Zhang, W., Rahmani, H. & Liu, J., 28/01/2025, (E-pub ahead of print) In: IEEE Transactions on Visualization and Computer Graphics. 13 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  9. Forthcoming

    Uncertainty Quantification in Measuring Ore Mass Flow Rate with Data-Driven Soft Sensors

    dos Santos Diniz, F. J., Neves Matos, S., Ueyama, J., Soriano Marcolino, L., da Silva Luz, E. J. & Pessin, G., 24/01/2025, (Accepted/In press) Proceedings of the 2025 International Instrumentation and Measurement Technology Conference (IEEE I2MTC). IEEE

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  10. Published

    Poisson-FOCuS: An Efficient Online Method for Detecting Count Bursts with Application to Gamma Ray Burst Detection. Rejoinder

    Ward, K., Dilillo, G., Eckley, I. & Fearnhead, P., 2/01/2025, In: Journal of the American Statistical Association. 120, 549, p. 34-37 4 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  11. Published

    Decision-Making in Evolving Environments: A Bayesian Multi-Agent Bandit Framework

    Alsomali, M., Soriano Marcolino, L., Porter, B. & Rodrigues-Filho, R., 2025, AAMAS: International Conference on Autonomous Agents and Multiagent Systems. ACM, 2 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  12. 2024
  13. 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

  14. 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

  15. Published

    Quantum Face Recognition with Multi-Gate Quantum Convolutional Neural Network

    Zhu, Y., Bouridane, A., Celebi, M. E., Konar, D., Angelov, P., Ni, Q. & Jiang, R., 31/12/2024, In: IEEE Transactions on Artificial Intelligence. 5, 12, p. 6330-6341 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  16. Forthcoming

    Robust Knowledge Distillation in Federated Learning: Counteracting Backdoor Attacks

    Alharbi, E., Soriano Marcolino, L., Ni, Q. & Gouglidis, A., 12/12/2024, (Accepted/In press) Proceedings of the IEEE Conference on Secure and Trustworthy Machine Learning (SaTML). IEEE, 14 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  17. Forthcoming

    Complex-Cycle-Consistent Diffusion Model for Monaural Speech Enhancement

    Li, Y., Sun, Y. & Angelov, P., 9/12/2024, (Accepted/In press) Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence. Philadelphia: AAAI

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  18. Published

    Class-Agnostic Object Counting with Text-to-Image Diffusion Model

    Hui, X., Wu, Q., Rahmani, H. & Liu, J., 7/12/2024, Computer Vision -- ECCV 2024: 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part LXIX. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Cham: Springer, p. 1-18 18 p. (Lecture Notes in Computer Science ; vol. 15127).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  19. Published

    WALDATA: Wavelet transform based adversarial learning for the detection of anomalous trading activities

    Safa, K., Belatreche, A., Ouadfel, S. & Jiang, R., 1/12/2024, In: Expert Systems with Applications. 255, Part C, 124729.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  20. Published

    Self-Supervised Representation Learning for Adversarial Attack Detection

    Li, Y., Angelov, P. & Suri, N., 26/11/2024, Computer Vision – ECCV 2024: 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part I. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Cham: Springer, p. 236-252 18 p. (Lecture Notes in Computer Science; vol. 15118).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  21. Published

    Incentive-Driven Multi-agent Reinforcement Learning Approach for Commons Dilemmas in Land-Use

    Pelcner, L., do Carmo Alves, M. A., Soriano Marcolino, L., Harrison, P. & Atkinson, P., 16/11/2024, PRIMA 2024: Principles and Practice of Multi-Agent Systems: : 25th International Conference, Kyoto, Japan, November 18–24, 2024, Proceedings. Ariska, R., Sanchez-Anguix, V., Stein, S., Aydoğan, R., van der Torre, L. & Ito, T. (eds.). Cham: Springer, p. 284-289 6 p. (Lecture Notes in Computer Science; vol. 15395).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  22. Forthcoming

    Explainable Audio-Visual Representation Learning via Prototypical Contrastive Masked Autoencoder

    Li, Y. & Angelov, P., 15/11/2024, (Accepted/In press) The Thirty-Eighth Annual Conference on Neural Information Processing Systems (NIPS).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  23. Forthcoming

    Robust Self-Supervised Learning for Adversarial Attack Detection

    Li, Y., Angelov, P. & Suri, N., 15/11/2024, (Accepted/In press) The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NIPS).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  24. Published

    DRPO: A Deep Learning Technique for Drug Response Prediction in Oncology Cell Lines

    Shahzad, M., Kadani, A. Z. U. A., Tahir, M. A., Malick, R. A. S. & Jiang, R., 31/10/2024, In: Alexandria Engineering Journal. 105, p. 88-97 9 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  25. Forthcoming

    Vision-based Landing Guidance through Tracking and Orientation Estimation

    Ferreira, J., Pinto, J., Moura, J., Li, Y., Castro, C. & Angelov, P., 28/10/2024, (Accepted/In press) IEEE/CVF Winter Conference on Applications of Computer Vision (WACV).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  26. Published

    Text-driven Video Acceleration

    De Souza Ramos, W., Soriano Marcolino, L. & Nascimento, E. R., 30/09/2024, 37th Conference on Graphics, Patterns and Images (SIBGRAPI): Workshop of Theses and Dissertations (WTD). p. 35-41 7 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  27. E-pub ahead of print

    PricingTheCloud: A Pricing Estimator for an Informed Cloud-Migration Process

    Kamgang, I. R. D., Elhabbash, A. & Elkhatib, Y., 26/09/2024, (E-pub ahead of print) Proceedings of GECON 2024: 20th International Conference on the Economics of Grids Clouds, Systems and Services. Cham: Springer

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  28. Forthcoming

    DisC-GS: Discontinuity-aware Gaussian Splatting

    Qu, H., Li, Z., Rahmani, H., Cai, Y. & Liu, J., 25/09/2024, (Accepted/In press) Advances in Neural Information Processing Systems 38 (NeurIPS 2025).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  29. Published

    UNICAD: A Unified Approach for Attack Detection, Noise Reduction and Novel Class Identification

    Lopez Pellicer, A., Giatgong, K., Li, Y., Suri, N. & Angelov, P., 9/09/2024, 2024 International Joint Conference on Neural Networks (IJCNN). IEEE, 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  30. 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

  31. Published

    Principled and automated system of systems composition using an ontological architecture

    Elhabbash, A., Elkhatib, Y., Nundloll, V., Sanz Marco, V. & Blair, G. S., 31/08/2024, In: Future Generation Computer Systems. 157, p. 499-515 17 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  32. Published

    Optimize ISAR Imaging Techniques for Diverse Moving Targets

    Elgadi, Y., Emhemmed, A. & Aref, I., 30/07/2024, 2024 IEEE 4th International Maghreb Meeting of the Conference on Sciences and Techniques of Automatic Control and Computer Engineering (MI-STA). Tripoli - Libya: IEEE, p. 452-458 7 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  33. 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

  34. Published

    Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions

    Longo, L., Brcic, M., Cabitza, F., Choi, J., Confalonieri, R., Ser, J. D., Guidotti, R., Hayashi, Y., Herrera, F., Holzinger, A., Jiang, R., Khosravi, H., Lecue, F., Malgieri, G., Páez, A., Samek, W., Schneider, J., Speith, T. & Stumpf, S., 30/06/2024, In: Information Fusion. 106, 102301.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  35. E-pub ahead of print

    Rethinking Self-Supervised Learning for Cross-Domain Adversarial Sample Recovery

    Li, Y., Angelov, P. & Suri, N., 30/06/2024, (E-pub ahead of print) 2024 International Joint Conference on Neural Networks (IJCNN). IEEE

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  36. 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

  37. Forthcoming

    Federated Adversarial Learning for Robust Autonomous Landing Runway Detection

    Li, Y., Angelov, P., Yu, Z., Lopez Pellicer, A. & Suri, N., 4/06/2024, (Accepted/In press) International Conference on Artificial Neural Networks (ICANN).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  38. Published

    IMAFD: An Interpretable Multi-stage Approach to Flood Detection from time series Multispectral Data

    Zhang, Z., Angelov, P., Kangin, D. & Longepe, N., 13/05/2024, Arxiv.

    Research output: Working paper › Preprint

  39. Published

    Unsupervised Domain Adaptation within Deep Foundation Latent Spaces

    Kangin, D. & Angelov, P., 11/05/2024.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  40. Forthcoming

    Energy and Throughput Efficient Mobile Wireless Sensor Networks: A Deep Reinforcement Learning Approach

    Alsalmi, N., Navaie, K. & Rahmani, H., 26/04/2024, (Accepted/In press) In: IET Networks.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  41. 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

  42. 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

  43. Published

    Semi-Supervised Fuzzily Weighted Adaptive Boosting for Classification

    Gu, X., Angelov, P. P. & Shen, Q., 1/04/2024, In: IEEE Transactions on Fuzzy Systems. 32, 4, p. 2318 - 2330 13 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  44. Published

    Enhancing robustness in video recognition models: Sparse adversarial attacks and beyond

    Mu, R., Marcolino, L., Ni, Q. & Ruan, W., 31/03/2024, In: Neural Networks. 171, p. 127-143 17 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  45. Forthcoming

    PUDD: Towards Robust Multi-modal Prototype-based Deepfake Detection

    Lopez Pellicer, A., Li, Y. & Angelov, P., 6/03/2024, (Accepted/In press). 9 p.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  46. Forthcoming

    Multi-armed Bandits for Self-distributing Stateful Services across Networking Infrastructures

    Meletti Rappa, F., Rodrigues-Filho, R., R. Panisson, A., Soriano Marcolino, L. & Bittencourt, L., 1/03/2024, (Accepted/In press).

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  47. 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

  48. 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

  49. Published

    Customer Centric Service Caching for Intelligent Cyber-Physical Transportation Systems with Cloud-Edge Computing Leveraging Digital Twins

    Yan, H., Xu, X., Bilal, M., Xia, X., Dou, W. & Wang, H., 29/02/2024, In: IEEE Transactions on Consumer Electronics. 70, 1, p. 1787 - 1797

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  50. Published

    Efficient Quantum Image Classification Using Single Qubit Encoding

    Easom-Mccaldin, P., Belatreche, A., Bouridane, A., Jiang, R. & Almaadeed, S., 29/02/2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 2, p. 1-15 15 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  51. Published

    Weakly Supervised Co-training with Swapping Assignments for Semantic Segmentation

    Yang, X., Rahmani, H., Black, S. & Williams, B. M., 27/02/2024, Arxiv.

    Research output: Working paper › Preprint

  52. Forthcoming

    LLMs are Sign Language Translators

    Gong, J., Foo, L. G., Rahmani, H. & Liu, J., 26/02/2024, (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

  53. Published

    DestripeCycleGAN: Stripe Simulation CycleGAN for Unsupervised Infrared Image Destriping

    Yang, S., Qin, H., Yuan, S., Yan, X. & Rahmani, H., 14/02/2024, Arxiv.

    Research output: Working paper › Preprint

  54. Published

    Progressive Channel-Shrinking Network

    Pan, J., Yang, S., Foo, L. G., Ke, Q., Rahmani, H., Fan, Z. & Liu, J., 1/02/2024, In: IEEE Transactions on Multimedia. 26, p. 2016-2026 11 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  55. Published

    Water level identification with laser sensors, inertial units, and machine learning

    M. Ranieri, C., V. K. Foletto, A., D. Garcia, R., N. Matos, S., M. G. Medina, M., Soriano Marcolino, L. & Ueyama, J., 31/01/2024, In: Engineering Applications of Artificial Intelligence. 127, Part A, 107235.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  56. 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

  57. E-pub ahead of print

    Marine Debris Detection in Satellite Surveillance using Attention Mechanisms

    Shen, A., Zhu, Y., Angelov, P. & Jiang, R., 3/01/2024, (E-pub ahead of print) In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 17, p. 4320-4330 11 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  58. 2023
  59. Published

    Cogni-Sec: A secure cognitive enabled distributed reinforcement learning model for medical cyber–physical system

    Mishra, S., Chakraborty, S., Sahoo, K. S. & Bilal, M., 31/12/2023, In: Internet of Things. 24, 100978.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  60. 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

  61. Forthcoming

    Incentive-based MARL Approach for Commons Dilemmas in Property-based Environments: Extended Abstract

    Pelcner, L., do Carmo Alves, M. A., Soriano Marcolino, L., Harrison, P. & Atkinson, P., 21/12/2023, (Accepted/In press) Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems. 23 ed. IFAAMAS, 3 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  62. Forthcoming

    It Is Among Us: Identifying Adversaries in Ad-hoc Domains Using Q-valued Bayesian Estimations

    do Carmo Alves, M. A., Varma, A., Soriano Marcolino, L. & Elkhatib, Y., 21/12/2023, (Accepted/In press) Proc. of the 23rd International Conference on Autonomous Agents and Multiagent Systems. 23 ed. IFAAMAS, 9 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  63. Forthcoming

    ReCePS: Reward Certification for Policy Smoothed Reinforcement Learning

    Mu, R., Soriano Marcolino, L., Zhang, T., Zhang, Y., Huang, X. & Ruan, W., 10/12/2023, (Accepted/In press) Conference on Artificial Intelligence (AAAI-24): SRRAI Special Track.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  64. Published

    Deep-Deterministic-Policy-Gradient-Based Task Offloading With Optimized K-Means in Edge-Computing-Enabled IoMT Cyber-Physical Systems

    Yang, C., Xu, X., Bilal, M., Wen, Y. & Huang, T., 1/12/2023, In: IEEE Systems Journal. 17, 4, p. 5195 - 5206 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  65. Published

    XAI Based Intelligent Systems for Society 5.0

    Al-Turjman, F., Nayyar, A., Naved, M., Singh, A. K. & Bilal, M., 29/11/2023, Elsevier. 410 p.

    Research output: Book/Report/Proceedings › Book

  66. Published

    Hyper-Dense_Lung_Seg: Multimodal-Fusion-Based Modified U-Net for Lung Tumour Segmentation Using Multimodality of CT-PET Scans

    Alshmrani, G., Ni, Q. & Jiang, R., 20/11/2023, In: Diagnostics. 13, 22, 23 p., 3481.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  67. Published

    Towards interpretable-by-design deep learning algorithms

    Angelov, P., Kangin, D. & Zhang, Z., 19/11/2023, Arxiv.

    Research output: Working paper › Preprint

  68. Published

    Deep Vision in Analysis and Recognition of Radar Data: Achievements, Advancements, and Challenges

    Liu, Q., Yang, Z., Ji, R., Zhang, Y., Bilal, M., Liu, X., Vimal, S. & Xu, X., 31/10/2023, In: IEEE Systems, Man, and Cybernetics Magazine. 9, 4, p. 4-12 9 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  69. Forthcoming

    Leveraging Synthetic Data to Learn Video Stabilization Under Adverse Conditions

    Kerim, A., De Souza Ramos, W., Soriano Marcolino, L., Nascimento, E. R. & Jiang, R., 24/10/2023, (Accepted/In press) IEEE/CVF Winter Conference on Applications of Computer Vision (WACV).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  70. E-pub ahead of print

    Deep orientated distance-transform network for geometric-aware centerline detection

    Jiang, Z., Rahmani, H., Angelov, P., Vyas, R., Zhou, H., Black, S. & Williams, B., 18/10/2023, (E-pub ahead of print) In: Pattern Recognition. 146, 110028.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  71. 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

  72. Forthcoming

    Deep Reinforcement Learning based Energy-Efficient Aggregation Model for Wireless Sensor Network

    Alsalmi, N., Navaie, K. & Rahmani, H., 10/10/2023, (Accepted/In press) ICCCNet-2023. SPRINGER

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  73. Published

    The Aesthetics of Disharmony: Harnessing Sounds and Images for Dynamic Soundscapes Generation

    Escarce Junior, M., Rossmann Martins, G., Soriano Marcolino, L. & Rubegni, E., 4/10/2023, In: ACM - PACMHCI CHI PLAY. 7, CHI PLAY, p. 665-698 34 p., 399.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  74. Published

    Interpretable-Through-Prototypes Deepfake Detection for Diffusion Models

    Aghasanli, A., Kangin, D. & Angelov, P., 2/10/2023, Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, 2023. Computer Vision Foundation, p. 467-474 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  75. Published

    Location Centric Energy Harvesting Aware Routing Protocol for IoT In Smart Cities

    Zeb, H., Ghani, A., Gohar, M., Alzahrani, A., Bilal, M. & Kwak, D., 25/09/2023, In: IEEE Access. 11, 14 p., 102352-102365.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  76. Forthcoming

    Information-guided Planning: An Online Approach for Partially Observable Problems

    do Carmo Alves, M. A., Varma, A., Soriano Marcolino, L. & Elkhatib, Y., 21/09/2023, (Accepted/In press) Thirty-seventh Conference on Neural Information Processing Systems.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  77. Forthcoming

    Fuzzy Detectors Against Adversarial Attacks

    Li, Y., Angelov, P. & Suri, N., 15/09/2023, (Accepted/In press) 2023 IEEE Symposium Series on Computational Intelligence. Mexico: IEEE, p. 306-311 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  78. Published

    GradMDM: Adversarial Attack on Dynamic Networks

    Pan, J., Foo, L. G., Zheng, Q., Fan, Z., Rahmani, H., Ke, Q. & Liu, J., 1/09/2023, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 45, 9, p. 11374-11381 8 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  79. Published

    Intelligent Computation Offloading and Resource Allocation in IIoT with End-Edge-Cloud Computing Using NSGA-III

    Peng, K., Huang, H., Zhao, B., Jolfaei, A., Xu, X. & Bilal, M., 1/09/2023, In: IEEE Transactions on Network Science and Engineering. p. 3032-3046 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  80. Published

    Autonomous learning for fuzzy systems: a review

    Gu, X., Han, J., Shen, Q. & Angelov, P. P., 31/08/2023, In: Artificial Intelligence Review. 56, 8, p. 7549-7595 47 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  81. Forthcoming

    Scale-Invariant Reinforcement Learning in Real-Time Strategy Games

    Harry Diniz Lemos, M. L., Vieira, R. E. S., Rocha Tavares, A., Soriano Marcolino, L. & Chaimowicz, L., 25/08/2023, (Accepted/In press) Proceedings of SBGames 2023.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  82. Published

    User-Centric Democratization towards Social Value Aligned Medical AI Services

    Zhang, Z. & Jiang, R., 19/08/2023, Proceedings of the 32nd International Joint Conference on Artificial Intelligence, IJCAI 2023. Elkind, E. (ed.). International Joint Conferences on Artificial Intelligence, p. 6326-6334 9 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2023-August).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  83. Published

    Domain Generalization and Feature Fusion for Cross-domain Imperceptible Adversarial Attack Detection

    Li, Y., Angelov, P. & Suri, N., 2/08/2023, 2023 International Joint Conference on Neural Networks (IJCNN). Gold Coast, Australia: IEEE, 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  84. Published

    Delve into Neural Activations: Towards Understanding Dying Neurons

    Jiang, Z., Wang, Y., Li, C.-T., Angelov, P. & Jiang, R., 1/08/2023, In: IEEE Transactions on Artificial Intelligence. 4, 4, p. 959-971 13 p., 4.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  85. Published

    Internet of things-enabled real-time health monitoring system using deep learning

    Wu, X., Liu, C., Wang, L. & Bilal, M., 31/07/2023, In: Neural Computing and Applications. 35, 20, p. 14565-14576 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  86. Published

    To transcode or not? A machine learning based edge video caching and transcoding strategy

    Bukhari, S. M. A. H., Baccour, E., Bilal, K., Shuja, J., Erbad, A. & Bilal, M., 31/07/2023, In: Computers and Electrical Engineering. 109, Part A, 108741.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  87. Published

    Intelligent Retrieval of Radar Reflectivity Factor With Privacy Protection Under Meteorological Satellite Remote Sensing

    Lin, H., Xu, X., Bilal, M., Cheng, Y. & Liu, D., 19/07/2023, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 16, p. 6948-6957 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  88. Forthcoming

    Robust Federated Learning Method against Data and Model Poisoning Attacks with Heterogeneous Data Distribution

    Alharbi, E., Soriano Marcolino, L., Gouglidis, A. & Ni, Q., 15/07/2023, (Accepted/In press) 26th European Conference on Artificial Intelligence ECAI 2023- IOS Press. 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  89. Published

    Evaluation and Simulation of SAR Among Patients Using MRI Machines

    Emhemmed, A., Aref, I., Elbezanti, M. K. & Gmati, M. H., 6/07/2023, 2023 IEEE 3rd International Maghreb Meeting of the Conference on Sciences and Techniques of Automatic Control and Computer Engineering (MI-STA). IEEE, p. 750-754 5 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  90. E-pub ahead of print

    Incomplete adaptive distinguishing sequences for non-deterministic FSMs

    Turker, U., Hierons, R. M., El-Fakih, K. & Barlas, G., 5/07/2023, (E-pub ahead of print) In: IEEE Transactions on Software Engineering.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  91. Published

    Multiple re-configurable intelligent surfaces based physical layer eavesdropper detection for V2I communications

    Ayaz, H., Waqas, M., Abbas, G., Abbas, Z. H. & Bilal, M., 30/06/2023, In: Physical Communication. 58, 102074.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  92. 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

  93. E-pub ahead of print

    UAV-Enhanced Service Caching for IoT Systems in Extreme Environments

    Yan, H., Li, H., Xu, X. & Bilal, M., 21/06/2023, (E-pub ahead of print) In: IEEE Internet of Things Journal.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  94. 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

  95. Published

    Cooperative Resource Allocation for Computation-Intensive IIoT Applications in Aerial Computing

    Liu, J., Li, G., Huang, Q., Bilal, M., Xu, X. & Song, H., 1/06/2023, In: IEEE Internet of Things Journal. 10, 11, p. 9295-9307 13 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  96. 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

  97. Published

    Ingenuity of Shannon entropy-based fractional order hybrid swarming strategy to solve optimal power flows

    Khan, B. S., Qamar, A., Ullah, F. & Bilal, M., 31/05/2023, In: Chaos, Solitons and Fractals. 170, 113312.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  98. Published

    On-line Estimators for Ad-hoc Task Execution: Learning Types and Parameters of Teammates for Effective Teamwork JAAMAS Track

    do Carmo Alves, M. A., Yourdshahi, E. S., Varma, A., Marcolino, L. S., Ueyama, J. & Angelov, P., 30/05/2023, Proceedings of AAMAS-2023. New York: ACM, Vol. 2023-May. p. 140-142 3 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  99. E-pub ahead of print

    Multilayer Evolving Fuzzy Neural Networks

    Gu, X., Angelov, P., Han, J. & Shen, Q., 16/05/2023, (E-pub ahead of print) In: IEEE Transactions on Fuzzy Systems. p. 1-12 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  100. Published

    Why don't we just... stop using AI to supercharge austerity?

    Knowles, B. (Artist) & Fledderjohann, J. (Artist), 8/05/2023

    Research output: Exhibits, objects and web-based outputs › Blog

  101. 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

  102. 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

  103. 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

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