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  1. 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

  2. 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

  3. 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

  4. 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

  5. Published

    ARTOD: Autonomous Real Time Objects Detection by a moving camera using recursive density estimation

    Sadeghi Tehran, P. & Angelov, P., 28/01/2016, Novel applications of intelligent systems. Hadjiski, M., Kasabov, N., Filev, D. & Jotsov, V. (eds.). Cham: Springer Verlag, p. 123-138 16 p. (Studies in Computational Intelligence; vol. 586).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  6. Published

    ARTOT: Autonomous Real-Time Object detection and Tracking by a moving camera

    Angelov, P., Gude, C., Sadeghi-Tehran, P. & Ivanov, T., 09/2012, Intelligent Systems (IS), 2012 6th IEEE International Conference. IEEE, p. 446-452 7 p.

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

  7. Published

    ATDT: Autonomous Template-based Detection and Tracking of objects from airborne camera

    Sadeghi Tehran, P. & Angelov, P., 2015, Intelligent Systems 2014: Proceedings of the 7th IEEE International Conference Intelligent Systems IS’2014, September 24‐26, 2014, Warsaw, Poland, Volume 2: Tools, Architectures, Systems, Applications. Filev, D., Jabłkowski, J., Kacprzyk, J., Krawczak, M., Popchev, I., Rutkowski, L., Sgurev, V., Sotirova, E., Szynkarczyk, P. & Zadrozny, S. (eds.). Springer, p. 555-565 11 p. (Advances in Intelligent Systems and Computing; vol. 323).

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

  8. 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

  9. Published

    Atypical Facial Landmark Localisation with Stacked Hourglass Networks: A Study on 3D Facial Modelling for Medical Diagnosis

    Storey, G., Bouridane, A., Jiang, R. & Li, C.-T., 29/01/2020, Deep Biometrics. Jiang, R., Li, C.-T., Crookes, D., Meng, W. & Rosenberger, C. (eds.). Cham: Springer, p. 37-49 13 p. (Unsupervised and Semi-Supervised Learning ).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  10. Published

    AURORA: autonomous real-time on-board video analytics

    Angelov, P., Sadeghi Tehran, P. & Clarke, C., 05/2017, In: Neural Computing and Applications. 28, 5, p. 855-865 11 p.

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

  11. Published

    Auto-diagnosis of COVID-19 using Lung CT Images with Semi-supervised Shallow Learning Network

    Konar, D., Panigrahi, B. K., Bhattacharyya, S. & Jiang, R., 11/02/2021, In: IEEE Access. 9, p. 28716 - 28728 13 p.

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

  12. Published

    Automated Blood Cell Detection and Counting via Deep Learning for Microfluidic Point-of-Care Medical Devices

    Xia, T., Jiang, R., Fu, Y. Q. & Jin, N., 17/10/2019, In: IOP Conference Series: Materials Science and Engineering. 646, 7 p., 012048.

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

  13. 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

  14. Published

    Automatic detection of computer network traffic anomalies based on eccentricity analysis

    Martins, R. S., Angelov, P. & Costa, B. S. J., 15/10/2018, 2018 IEEE International Conference on Fuzzy Systems, FUZZ 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8 p. 8491507

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

  15. 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

  16. 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

  17. Published

    Automatic Extraction and Labelling of Memorial Objects From 3D Point Clouds

    Arnold, N., Angelov, P., Viney, T. & Atkinson, P., 23/04/2021, In: Journal of Computer Applications in Archaeology. 4, 1, p. 79-93 15 p.

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

  18. Published

    Automatic mobile photographer and picture diary

    Angelov, P., Andreu, J. & Vong, T., 05/2012, Evolving and Adaptive Intelligent Systems (EAIS), 2012 IEEE Conference on. IEEE, p. 102-107

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

  19. Published

    Automatic scene recognition for low-resource devices using evolving classifiers

    Andreu, J., Dutta Baruah, R. & Angelov, P., 09/2011, 2011 IEEE International Conference on Fuzzy Systems (FUZZ). IEEE, p. 2779-2785 7 p.

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

  20. Published

    Autonomous anomaly detection

    Gu, X. & Angelov, P. P., 31/05/2017, IEEE Conference on Evolving and Adaptive Intelligent Systems. p. 1-8 8 p.

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

  21. Published

    Autonomous data density based clustering method

    Angelov, P. P., Gu, X., Gutierrez, G., Iglesias, J. A. & Sanchis, A., 24/07/2016, p. 2405-2413. 9 p.

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

  22. Published

    Autonomous data-driven clustering for live data stream

    Gu, X. & Angelov, P. P., 9/10/2016, 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2016). IEEE, p. 1128-1135 8 p. 1303

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

  23. 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

  24. Published

    Autonomous Learning Multi-Model Classifier of 0-Order (ALMMo-0)

    Angelov, P. P. & Gu, X., 31/05/2017, IEEE Conference on Evolving and Adaptive Intelligent Systems 2017. p. 1-7 7 p.

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

  25. Published

    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. 199-222 24 p. (Studies in Computational Intelligence; vol. 800).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  26. Published

    Autonomous learning multi-model systems from data streams

    Angelov, P. P., Gu, X. & Principe, J., 1/08/2018, In: IEEE Transactions on Fuzzy Systems. 26, 4, p. 2213-2224 12 p.

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

  27. Published

    Autonomous Learning Multiple-Model Zero-Order Classifier for Heart Sound Classification

    Almeida Soares, E., Angelov, P. P. & Gu, X., 1/09/2020, In: Applied Soft Computing. 94, 9 p., 106449.

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

  28. Published

    Autonomous Learning Systems: From Data to Knowledge in Real Time

    Angelov, P., 1/12/2012, Chichester: John Willey and Sons. 288 p.

    Research output: Book/Report/Proceedings › Monograph

  29. Published

    Autonomous Machine Learning (ALMA): generating rules from data streams

    Angelov, P., 19/09/2011, Proceedings of the Special International Conference on Complex Systems, COSY-2011: 16-19 September 2011. Ohrid, FYR of Macedonia, p. 249-256 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed)

  30. Published

    Autonomous visual self-localization in completely unknown environment

    Sadeghi-Tehran, P., Behera, S., Angelov, P. & Andreu, J., 05/2012, Evolving and Adaptive Intelligent Systems (EAIS), 2012 IEEE Conference on. IEEE, p. 90-95 6 p.

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

  31. Published

    Autonomously evolving classifier TEDAClass

    Kangin, D., Angelov, P. & Iglesias, J. A., 20/10/2016, In: Information Sciences. 366, p. 1-11 11 p.

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

  32. Published

    Avoiding target congestion on the navigation of robotic swarms

    Soriano Marcolino, L., Tavares Dos Passos, Y., de Souza, Á. A. F., Rodrigues, A. D. S. & Chaimowicz, L., 08/2017, In: Autonomous Robots. 41, 6, p. 1297-1320 24 p.

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

  33. Published

    Bang: a system for training and visualization in multi-agent team formation

    Antunes Silva, S., Renato Dias, S. & Soriano Marcolino, L., 8/05/2017, AAMAS '17 Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems São Paulo, Brazil — May 08 - 12, 2017 . Richland, SC: International Foundation for Autonomous Agents and Multiagent Systems, p. 1781-1783 3 p.

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

  34. Published

    Biometric Blockchain: A Better Solution for the Security and Trust of Food Logistics

    Xu, B., Agbele, T. & Jiang, R., 17/10/2019, In: IOP Conference Series: Materials Science and Engineering. 646, 7 p., 012009.

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

  35. 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

  36. Published

    Blind Creation: Emerging Music Through Implicit Collaboration

    Escarce Junior, M., Rossmann Martins, G., Soriano Marcolino, L. & dos Passos, Y. T., 05/2017. 14 p.

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

  37. Published

    Brief Introduction to Computational Intelligence

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 69-99 31 p. (Studies in Computational Intelligence; vol. 800).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  38. Published

    Brief Introduction to Statistical Machine Learning

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 17-67 51 p. (Studies in Computational Intelligence; vol. 800).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  39. 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

  40. Published

    Challenges in deep learning

    Angelov, P. & Sperduti, A., 27/04/2016, ESANN 2016 - 24th European Symposium on Artificial Neural Networks. i6doc.com publication, p. 489-496 8 p. (ESANN 2016 - 24th European Symposium on Artificial Neural Networks).

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

  41. 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

  42. Published

    Cloud Brokerage: A Systematic Survey

    Elhabbash, A., Samreen, F., Hadley, J. & Elkhatib, Y., 02/2019, In: ACM Computing Surveys. 51, 6, p. 1-28 28 p., 119.

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

  43. Published

    Cloud Instance Selection Using Parallel K-Means and AHP

    Guo, T., Bahsoon, R., Chen, T., Elhabbash, A., Samreen, F. & Elkhatib, Y., 1/12/2019, Proceedings of IEEE/ACM 12th International Conference on Utility and Cloud Computing. IEEE/ACM, p. 71-76 6 p.

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

  44. 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

  45. Published

    Comparison approaches for identification of all-data cloud-based evolving systems

    Blazic, S., Angelov, P. & Skrjanc, I., 22/06/2015, IFAC ESCIT. IFAC Conference on Embedded Systems, Computational Intelligence and Telematics in Control ESCIT, 5 p.

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

  46. Published

    Comparison of approaches for identification of all-data cloud-based evolving systems

    Blažič, S., Angelov, P. & Škrjanc, I., 1/07/2015, In: IFAC-PapersOnLine. 28, 10, p. 129-134 6 p.

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

  47. 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

  48. 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

  49. Published

    Concept Drift Detection Using Autoencoders in Data Streams Processing

    Jaworski, M., Rutkowski, L. & Angelov, P., 7/10/2020, Artificial Intelligence and Soft Computing: 19th International Conference, ICAISC 2020, Zakopane, Poland, October 12-14, 2020, Proceedings, Part I. Rutkowski, L., Scherer, R., Korytkowski, M., Pedrycz, W., Tadeusiewicz, R. & Zurada, J. M. (eds.). Cham: Springer, p. 124-133 10 p. (Lecture Notes in Computer Science; vol. 12415 ).

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

  50. 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

  51. 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

  52. 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

  53. Published

    Co-ordinated Airborne Studies in the Tropics (CAST)

    Harris, N. R. P., Carpenter, L. J., Lee, J. D., Vaughan, G., Filus, M. T., Jones, R. L., OuYang, B., Pyle, J. A., Robinson, A. D., Andrews, S. J., Lewis, A. C., Minaeian, J., Vaughan, A., Dorsey, J. R., Gallagher, M. W., Le Breton, M., Newton, R., Percival, C. J., Ricketts, H. M. A. & Baugitte, S. J.-B. & 17 others, Nott, G. J., Wellpott, A., Ashfold, M. J., Flemming, J., Butler, R., Palmer, P. I., Kaye, P. H., Stopford, C., Chemel, C., Boesch, H., Humpage, N., Vick, A., MacKenzie, A. R., Hyde, R., Angelov, P., Meneguz, E. & Manning, A. J., 01/2017, In: Bulletin of the American Meteorological Society. 98, 1, p. 145-162 18 p.

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

  54. Published

    Correction: Accurate, fast, data efficient and interpretable glaucoma diagnosis with automated spatial analysis of the whole cup to disc profile (PLoS ONE (2019) 14:1 (e0209409) DOI: 10.1371/journal.pone.0209409)

    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., 3/04/2019, In: PLoS ONE. 14, 4, 1 p., e0215056.

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

  55. Published

    Correntropy-Based Evolving Fuzzy Neural System

    Bao, R., Rong, H., Angelov, P. P., Chen, B. & Wong, P. K., 06/2018, In: IEEE Transactions on Fuzzy Systems. 26, 3, p. 1324-1338 14 p.

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

  56. Published

    Creating evolving user behavior profiles automatically

    Iglesias, J., Angelov, P., Ledezma, A. & Sanchis, A., 1/05/2012, In: IEEE Transactions on Knowledge and Data Engineering. 24, 5, p. 854-867 14 p.

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

  57. 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

  58. Published

    Cybernetics of the mind: learning individual's perceptions autonomously

    Angelov, P. P., Gu, X., Iglesias, J., Ledezma, A., Sanchis, A., Sipele, O. & Ramezani, R., 04/2017, In: IEEE Systems, Man, and Cybernetics Magazine. 3, 2, p. 6-17 12 p.

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

  59. Published

    Data density based clustering

    Hyde, R. & Angelov, P., 8/09/2014, Computational Intelligence (UKCI), 2014 14th UK Workshop on. IEEE, p. 1-7 7 p.

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

  60. Published

    Data Partitioning—Empirical Approach

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 175-198 24 p. (Studies in Computational Intelligence; vol. 800).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  61. Unpublished

    Data structuring and searching method and apparatus

    Angelov, P. (Inventor) & Sadeghi Tehran, P. (Inventor), 8/10/2014, (Unpublished) Patent No. GB1417807.3, priority date 8 October 2014, Priority date 8/10/2014, Priority No. GB1417807.3

    Research output: Patent

  62. Published

    DEC: dynamically evolving clustering autonomous and its application to structure

    Dutta Baruah, R. & Angelov, P., 14/08/2014, In: IEEE Transactions on Cybernetics. 44, 9, p. 1619-1631 13 p.

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

  63. Published

    Decentralised Task Allocation in the Fog: Estimators for Effective Ad-hoc Teamwork

    Shafipour Yourdshahi, E., Do Carmo Alves, M., Soriano Marcolino, L. & Angelov, P., 8/05/2020.

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

  64. 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

  65. Published

    Deep Biometrics

    Jiang, R. (Editor), Li, C.-T. (Editor), Crookes, D. (Editor), Meng, W. (Editor) & Rosenberger, C. (Editor), 2020, Cham: Springer. 311 p.

    Research output: Book/Report/Proceedings › Book

  66. Published

    Deep Learning based Automated Forest Health Diagnosis from Aerial Images

    Chiang, C.-Y., Angelov, P., Barnes, C. & Jiang, R., 28/07/2020, In: IEEE Access. 8, p. 144064 - 144076 13 p.

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

  67. Published

    Deep learning based pedestrian detection at distance in smart cities

    Dinakaran, R. K., Easom, P., Bouridane, A., Zhang, L., Jiang, R., Mehboob, F. & Rauf, A., 1/01/2020, Intelligent Systems and Applications - Proceedings of the 2019 Intelligent Systems Conference IntelliSys Volume 2. Bi, Y., Bhatia, R. & Kapoor, S. (eds.). Springer-Verlag, p. 588-593 6 p. (Advances in Intelligent Systems and Computing; vol. 1038).

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

  68. Published

    Deep Learning for Driverless Vehicles

    Hodges , C., An, S., Rahmani, H. & Bennamoun, M., 1/03/2019, Handbook of Deep Learning Applications. Balas, V., Roy, S., Sharma, D. & Samui, P. (eds.). Cham: Springer, p. 83-99 17 p. ( Smart Innovation, Systems and Technologies; vol. 136).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  69. 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

  70. 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

  71. Published

    Deep Rule-Based Aerial Scene Classifier using High-Level Ensemble Feature Descriptor

    Gu, X. & Angelov, P. P., 30/09/2019, 2019 International Joint Conference on Neural Networks (IJCNN). IEEE, 7 p. 8851838

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

  72. Published

    Deep rule-based classifier with human-level performance and characteristics

    Angelov, P. P. & Gu, X., 10/2018, In: Information Sciences. 463-464, p. 196-213 18 p.

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

  73. 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

  74. 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

  75. 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

  76. 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

  77. Published

    Design and tuning of fuzzy systems

    Angelov, P. & Iglesias, J. A., 2012

    Research output: Exhibits, objects and web-based outputs › Web publication/site

  78. 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

  79. 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

  80. Published

    Detecting anomalous behaviour using heterogeneous data

    Mohd Ali, A., Angelov, P. P. & Gu, X., 7/09/2016, Advances in Computational Intelligence Systems: Contributions Presented at the 16th UK Workshop on Computational Intelligence, September 7–9, 2016, Lancaster, UK. Angelov, P., Gegov, A., Jayne, C. & Shen, Q. (eds.). Springer, p. 253-276 24 p. (Advances in Intelligent Systems and Computing; vol. 513).

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

  81. 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

  82. 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

  83. Published

    Distant Pedestrian Detection in the Wild using Single Shot Detector with Deep Convolutional Generative Adversarial Networks

    Dinakaran, R., Easom, P., Zhang, L., Bouridane, A., Jiang, R. & Edirisinghe, E., 30/09/2019, 2019 International Joint Conference on Neural Networks (IJCNN). IEEE, 7 p. 8851859

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

  84. 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

  85. Published

    Distribution-Aligned Diffusion for Human Mesh Recovery

    Foo, L. G., Gong, J., Rahmani, H. & Liu, J., 15/01/2024, 2023 IEEE/CVF International Conference on Computer Vision (ICCV). Institute of Electrical and Electronics Engineers Inc., p. 9187-9198 12 p. (Proceedings of the IEEE International Conference on Computer Vision).

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

  86. Published

    DL-Reg: A Deep Learning Regularization Technique using Linear Regression

    Dialameh, M., Hamzeh, A. & Rahmani, H., 31/10/2020, In: arXiv.

    Research output: Contribution to Journal/Magazine › Journal article

  87. 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

  88. 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

  89. Published

    Drusen and macular degeneration lesions

    Williams, B., Burgess, P. & Zheng, Y., 27/11/2019, Computational Retinal Image Analysis: Tools, Applications and Perspectives. Trucco, E., MacGillivray, T. & Xu, Y. (eds.). Academic Press, p. 245-272 28 p. (The Elsevier and MICCAI Society Book Series).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  90. 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

  91. Published

    Dynamically evolving clustering for data streams

    Dutta Baruah, R., Angelov, P. & Baruah, D., 2/06/2014, Proceedings 2014 IEEE Symposium on Evolving and Intelligent Systems, EAIS2014. IEEE Xplore, p. 1-6 6 p.

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

  92. Published

    Dynamically evolving fuzzy classifier for real-time classification of data streams

    Dutta Baruah, R., Angelov, P. & Baruah, D., 6/07/2014, Fuzzy Systems (FUZZ-IEEE), 2014 IEEE International Conference on. IEEE, p. 383-389 7 p.

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

  93. Published

    Edge flow

    Morris, G. & Angelov, P. P., 9/10/2015, Proceedings of the 2015 IEEE International Conference on Systems, Man, and Cybernetics (SMC). IEEE, p. 1942-1948 7 p.

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

  94. Published

    Edge Intelligence-Driven Meteorological Knowledge Graph for Real-Time Decision-Making

    Yu, Z., Jiang, J., He, B., Bilal, M. & Liu, D., 26/03/2024, Proceedings - 2023 IEEE 29th International Conference on Parallel and Distributed Systems, ICPADS 2023. IEEE Computer Society Press, p. 2663-2672 10 p. (Proceedings of the International Conference on Parallel and Distributed Systems - ICPADS).

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

  95. 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

  96. 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

  97. Published

    EffUnet-SpaGen: An efficient and spatial generative approach to glaucoma detection

    Krishna Adithya, V., Williams, B. M., Czanner, S., Kavitha, S., Friedman, D. S., Willoughby, C. E., Venkatesh, R. & Czanner, G., 30/05/2021, In: Journal of Imaging. 7, 6, 17 p., 92.

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

  98. 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

  99. Published

    Emerging Sounds Through Implicit Cooperation: A Novel Model for Dynamic Music Generation

    Escarce Junior, M., Rossmann Martins, G., Soriano Marcolino, L. & Tavares Dos Passos, Y., 11/2017, Proceedings of the 13th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE'17). Magerko, B. & Rowe, J. (eds.). AAAI, p. 186-192 7 p.

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

  100. Published

    Empirical Approach to Machine Learning

    Angelov, P. P. & Gu, X., 2019, Cham: Springer. 437 p. (Studies in Computational Intelligence; vol. 800)

    Research output: Book/Report/Proceedings › Book

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