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  1. 2022
  2. Forthcoming

    An Interpretable Deep Semantic Segmentation Method for Earth Observation

    Zhang, Z., Angelov, P., Almeida Soares, E., Longepe, N. & Mathieu, P. P., 23/10/2022, (Accepted/In press). 8 p.

    Research output: Contribution to conference - Without ISBN/ISSN Conference paperpeer-review

  3. Published

    ATHENA detector proposal — a totally hermetic electron nucleus apparatus proposed for IP6 at the Electron-Ion Collider

    The ATHENA collaboration, 10/10/2022, In: Journal of Instrumentation. 17, 10, P10019.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  4. Forthcoming

    Recent Advances in AI-enabled Automated Medical Diagnosis

    Jiang, R. (ed.), Zhang, L. (ed.), Wei, H-L. (ed.), Crookes, D. (ed.) & Chazot, P. (ed.), 15/09/2022, (Accepted/In press) London: Routledge. 370 p.

    Research output: Book/Report/ProceedingsBook

  5. Forthcoming

    Similarity-based Deep Neural Network to Detect Imperceptible Adversarial Attacks

    Almeida Soares, E., Angelov, P. & Suri, N., 2/09/2022, (Accepted/In press) Proceedings of 2022 IEEE Symposium Series on Computational Intelligence (IEEE SSCI) . IEEE

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  6. Published

    Robust Brain Age Estimation based on sMRI via Nonlinear Age-Adaptive Ensemble Learning

    Zhang, Z., Jiang, R., Zhang, C., Williams, B., Jiang, Z., Li, C-T., Chazot, P. L., Pavese, N., Bouridane, A. & Baghdadi, A., 31/08/2022, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering . 30, p. 2146 - 2156 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  7. Published

    An online learning selection hyper-heuristic for educational timetabling

    Steenson, A., Özcan, E., Kheiri, A., McCollum, B. & McMullan, P., 23/08/2022, Proceedings of the 13th International Conference on the Practice and Theory of Automated Timetabling: PATAT 2021. Vol. I. p. 129-146 18 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  8. Published

    Explainable-by-Design Deep Learning

    Almeida Soares, E., 15/08/2022, Lancaster University. 160 p.

    Research output: ThesisDoctoral Thesis

  9. Published

    Statistically Evolving Fuzzy Inference System for Non-Gaussian Noises

    Yang, Z. X., Rong, H-J., Angelov, P. & Yang, Z. X., 31/07/2022, In: IEEE Transactions on Fuzzy Systems. 30, 7, p. 2649 - 2664 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  10. Published

    EBSRMF: Ensemble Based Similarity-Regularized Matrix Factorization to Predict Anticancer Drug Responses

    Shahzad, M., Tahir, M. A., Khan, M. A., Jiang, R. & Shams, R. A., 21/07/2022, In: Journal of Intelligent and Fuzzy Systems. 43, 3, p. 3443-3452 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  11. Published

    Private Facial Prediagnosis as an Edge Service for Parkinson's DBS Treatment Valuation

    Jiang, R., Chazot, P. L., Pavese, N., Crookes, D., Bouridane, A. & Celebi, M. E., 30/06/2022, In: IEEE Journal of Biomedical and Health Informatics. 26, 6, p. 2703-2713 11 p., 6.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  12. E-pub ahead of print

    Efficient Quantum Image Classification Using Single Qubit Encoding

    Easom-Mccaldin, P., Belatreche, A., Bouridane, A., Jiang, R. & Almaadeed, S., 17/06/2022, (E-pub ahead of print) In: IEEE Transactions on Neural Networks and Learning Systems. 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  13. E-pub ahead of print

    Delve into Neural Activations: Towards Understanding Dying Neurons

    Jiang, Z., Wang, Y., Li, C-T., Angelov, P. & Jiang, R., 9/06/2022, (E-pub ahead of print) In: IEEE Transactions on Artificial Intelligence. 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  14. 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/MagazineJournal articlepeer-review

  15. Published

    Towards Robust Diagnosis of COVID-19 using Vision Self-attention Transformer

    Mehboob, F., Rauf, A., Jiang, R., Saudagar, A. K. J., Malik, K. M., Khan, M. B., Hasnat, M. H. A., AlTameem, A. & AlKhathami, M., 26/05/2022, In: Scientific Reports. 12, 12 p., 8922.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  16. Published

    Adaptive stochastic morphology simulation and mesh generation of high-quality 3D particulate composite microstructures with complex surface texture

    Huang, J., Deng, F., Liu, L. & Ye, J., 1/04/2022, In: Computer Methods in Applied Mechanics and Engineering. 393, 45 p., 114811.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  17. Published

    Manufacturing of engineered novel additive manufactured polymer material from phase-field

    Adefuye, E., Hou, X. & Ye, J., 1/04/2022.

    Research output: Contribution to conference - Without ISBN/ISSN Posterpeer-review

  18. 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/MagazineJournal articlepeer-review

  19. Published

    Metaheuristics “In the Large”

    Swan, J., Adriaensen, S., Brownlee, A. E. I., Hammond, K., Johnson, C. G., Kheiri, A., Krawiec, F., Merelo, J. J., Minku, L. L., Özcan, E., Pappa, G. L., García-Sánchez, P., Sörensen, K., Voß, S., Wagner, M. & White, D. R., 31/03/2022, In: European Journal of Operational Research. 297, 2, p. 393-406 14 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  20. Published

    Phase dissolution and improving properties of completely decomposed granite through alkali fusion method

    Dassekpo, J-BM., Miao, L., Bai, J., Gong, Q., Shao, N. N., Dong, Z., Xing, F. & Ye, J., 31/03/2022, In: Cement and Concrete Composites. 127, 11 p., 104407.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  21. Published

    Evolution of ITZ and its effect on the carbonation depth of concrete under supercritical CO2 condition

    Bao, H., Xu, G., Yu, M., Wang, Q., Li, R., Saafi, M. & Ye, J., 28/02/2022, In: Cement and Concrete Composites. 126, 16 p., 104336.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  22. E-pub ahead of print

    An Improved eXplainable Point Cloud Classifier (XPCC)

    Arnold, N., Angelov, P. & Atkinson, P., 15/02/2022, (E-pub ahead of print) In: IEEE Transactions on Artificial Intelligence. 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  23. Published

    A new two-step modeling strategy for random micro-fiber reinforced composites with consideration of primary pores

    Cai, H., Ye, J., Shi, J., Wang, Y., Shi, Y., Huang, B., Xu, Y., Saafi, M. & Ye, J., 8/02/2022, In: Composites Science and Technology. 218, 19 p., 109122.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  24. Published

    An Investigation on the Vortex Effect of a CALM Buoy under Water Waves Using Computational Fluid Dynamics (CFD)

    Amaechi, C. V. & Ye, J., 4/02/2022, In: Inventions — Open Access Journal. 7, 1, 29 p., 23.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  25. Published

    Experimental study on motion characterization of CALM buoy hose system under water waves

    Amaechi, C. V., Wang, F. & Ye, J., 2/02/2022, In: Journal of Marine Science and Engineering (JMSE). 10, 2, 204.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  26. Published

    Finite element modelling on the mechanical behaviour of Marine Bonded Composite Hose (MBCH) under burst and collapse

    Amaechi, C. V., Chesterton, C., Butler, H. O., Gu, Z., Odijie, A. C., Wang, F., Hou, X. & Ye, J., 24/01/2022, In: Journal of Marine Science and Engineering (JMSE). 10, 24 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  27. Published

    Experimental study on thermal performance of ultra-high performance concrete with coarse aggregates at high temperature

    Xue, C., Yu, M., Xu, H., Xu, L., Saafi, M. & Ye, J., 3/01/2022, In: Construction and Building Materials. 314, Part A, 12 p., 125585.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  28. Published

    Microscale damage evolutions in fiber-reinforced composites with different initial defects

    Ye, J., Hong, Y., Liu, L., Cai, H., He, W., Huang, B., Saafi, M., Wang, Y. & Ye, J., 1/01/2022, In: Composite Structures. 279, 14 p., 114856.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  29. 2021
  30. Published

    On Depth, Robustness and Performance Using the Data Re-Uploading Single-Qubit Classifier

    Easom, P., Bouridane, A., Belatreche, A. & Jiang, R., 31/12/2021, In: IEEE Access. 9, p. 65127-65139 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  31. Published

    Ultra-lightweight high ductility cement composite incorporated with low PE fiber and rubber powder

    Huang, Z., Liang, T., Huang, B., Zhou, Y. & Ye, J., 20/12/2021, In: Construction and Building Materials. 312, 12 p., 125430.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  32. Published

    Review on the design and mechanics of bonded marine hoses for Catenary Anchor Leg Mooring (CALM) buoys

    Amaechi, C. V., Chesterton, C., Butler, H. O., Wang, F. & Ye, J., 15/12/2021, In: Ocean Engineering. 242, 32 p., 110062.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  33. Published

    Axial-Load Resistance of a Novel UHPFRC Grouted SHS Tube-Sleeve Connection: Experimental, Numerical, and Theoretical Approaches

    Huang, Z., Zhang, W., Fan, S., Sui, L. & Ye, J., 30/11/2021, In: Journal of Structural Engineering. 147, 11

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  34. 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/MagazineJournal articlepeer-review

  35. Published

    Particle Swarm Optimized Autonomous Learning Fuzzy System

    Gu, X., Shen, Q. & Angelov, P., 30/11/2021, In: IEEE Transactions on Cybernetics. 51, 11, p. 5352-5363 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  36. Published

    Advanced static and dynamic analysis method for helical springs of non-linear geometries

    Gu, Z., Hou, X. & Ye, J., 24/11/2021, In: Journal of Sound and Vibration. 513, 18 p., 116414.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  37. Published

    An Overview on Bonded Marine Hoses for Sustainable Fluid Transfer and (Un)Loading Operations via Floating Offshore Structures (FOS)

    Amaechi, C. V., Chesterton, C., Butler, H. O., Wang, F. & Ye, J., 8/11/2021, In: Journal of Marine Science and Engineering (JMSE). 9, 11

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  38. Published

    Design and analysis method of nonlinear helical springs using a combining technique: Finite element analysis, constrained Latin hypercube sampling and genetic programming

    Gu, Z., Hou, X. & Ye, J., 1/11/2021, In: Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science. 235, 22, p. 5917-5930 14 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  39. Published

    Mathematical Modelling of Bonded Marine Hoses for Single Point Mooring (SPM) Systems, with Catenary Anchor Leg Mooring (CALM) Buoy Application: A Review

    Amaechi, C. V., Wang, F. & Ye, J., 26/10/2021, In: Journal of Marine Science and Engineering (JMSE). 9, 11, 61 p., 1179.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  40. Published

    Numerical Assessment on the Dynamic Behaviour of Submarine Hoses Attached to CALM Buoy Configured as Lazy-S under Water Waves

    Amaechi, C. V., Wang, F. & Ye, J., 15/10/2021, In: Journal of Marine Science and Engineering (JMSE). 9, 10, 48 p., 1130.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  41. Published

    GIBBON: General-purpose Information-Based Bayesian Optimisation

    Moss, H. B., Leslie, D. S., Gonzalez, J. & Rayson, P., 8/10/2021, In: Journal of Machine Learning Research. 22, 235, p. 1-49 49 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  42. 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/MagazineJournal articlepeer-review

  43. Published

    Hybrid and adhesively bonded joints with dissimilar adherends: a critical review

    Yousefi Kanani, A., Green, S., Hou, X. & Ye, J., 30/09/2021, In: Journal of Adhesion Science and Technology. 35, 17, p. 1821-1859 39 p.

    Research output: Contribution to Journal/MagazineReview articlepeer-review

  44. Published

    2D bio-based nanomaterial as a green route to amplify the formation of hydrate phases of cement composites: Atomistic simulations and analytical characterization

    Chi, Y., Huang, B., Saafi, M., Fullwood, N., Lambert, C., Whale, E., Hepworth, D. & Ye, J., 13/09/2021, In: Construction and Building Materials. 299, 23 p., 123867.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  45. Published

    Explainable artificial intelligence: an analytical review

    Angelov, P., Almeida Soares, E., Jiang, R., Arnold, N. & Atkinson, P., 1/09/2021, In: WIREs Data Mining and Knowledge Discovery. 11, 5, 13 p., e1424.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  46. Published

    Explaining Deep Learning Models Through Rule-Based Approximation and Visualization

    Almeida Soares, E., Angelov, P., Costa, B., Castro, M., Nageshrao, S. & Filev, D., 31/08/2021, In: IEEE Transactions on Fuzzy Systems. 29, 8, p. 2399-2407 9 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  47. Published

    Harnessing the Power of Smart and Connected Health to Tackle COVID-19: IoT, AI, Robotics, and Blockchain for a Better World

    Firouzi, F., Farahani, B., Daneshmand, M., Grise, K., Song, J., Saracco, R., Wang, L. L., Lo, K., Angelov, P., Almeida Soares, E., Po-Shen Loh, Talebpour, Z., Moradi, R., Mohsen Goodarzi, Haleh Ashraf, Mohammad Talebpour, Alireza Talebpour, Luca Romeo, Rupam Das, Hadi Heidari, & 12 othersDana Pasquale, James Moody, James Moodys, Chris Woods, Erich S. Huang, Payam Barnaghi, Sarrafzadeh, M., Ron Li, Kristen L Beck, Olexandr Isayev, Nakmyoung Sung & Alan Luo, 31/08/2021, In: IEEE Internet of Things Journal. 8, 16, p. 12826-12846 21 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  48. Published

    Silver: Novel Rendering Engine for Data Hungry Computer Vision Models

    Kerim, A., Soriano Marcolino, L. & Jiang, R., 15/08/2021.

    Research output: Contribution to conference - Without ISBN/ISSN Conference paperpeer-review

  49. Published

    Micromechanical analysis of UD CFRP composite lamina under multiaxial loading with different loading paths

    Chen, J., Wan, L., Ismail, Y., Hou, P., Ye, J. & Yang, D., 1/08/2021, In: Composite Structures. 269, 13 p., 114024.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  50. Published

    Reliability-based design assessment of offshore inflatable barrier structures made of fibre-reinforced composites

    Aboshio, A., Uche, A. O., Akagwu, P. & Ye, J., 1/08/2021, In: Ocean Engineering. 233, 10 p., 109016.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  51. Published

    A parametric study of adhesive bonded joints with composite material using black-box and grey-box machine learning methods: Deep neuron networks and genetic programming

    Gu, Z., Liu, Y., J.Hughes, D., Ye, J. & Hou, X., 15/07/2021, In: Composites Part B: Engineering. 217, 11 p., 108894.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  52. Published

    A Matheuristic Approach for Finding Effective Base Locations and Team Configurations for North West Air Ambulance

    Boyacı, B., Nayeem, M. A. & Kheiri, A., 8/07/2021, GECCO '21: Proceedings of the Genetic and Evolutionary Computation Conference Companion. Chicano, F. (ed.). New York: ACM, p. 1817-1824 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  53. Published

    A micromechanics and machine learning coupled approach for failure prediction of unidirectional CFRP composites under triaxial loading: A preliminary study

    Chen, J., Wan, L., Ismail, Y., Ye, J. & Yang, D., 1/07/2021, In: Composite Structures. 267, 14 p., 113876.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  54. Published

    Secure facial recognition in the encrypted domain using a local ternary pattern approach

    Khan, F. A., Bouridane, A., Boussakta, S., Jiang, R. & Almaadeed, S., 30/06/2021, In: Journal of Information Security and Applications. 59

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  55. Published

    A hyper-heuristic approach based upon a hidden Markov model for the multi-stage nurse rostering problem

    Kheiri, A., Gretsista, A., Keedwell, E., Lulli, G., Epitropakis, M. & Burke, E., 1/06/2021, In: Computers and Operations Research. 130, 14 p., 105221.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  56. Published

    Stand by me: Learning to keep cohesion in the navigation of heterogeneous swarms

    M. Grabe, T., R. Inácio, F., Soriano Marcolino, L., G. Macharet, D. & Chaimowicz, L., 1/06/2021.

    Research output: Contribution to conference - Without ISBN/ISSN Conference paperpeer-review

  57. Published

    A reinforcement learning hyper-heuristic for water distribution network optimisation

    Ahmed, A. O. M., Osman, S. M. Y., Yousif, T. E. H. & Kheiri, A., 17/05/2021, 2020 International Conference on Computer, Control, Electrical, and Electronics Engineering (ICCCEEE). IEEE, 4 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  58. Published

    Synthesis and characterization of alkali-activated loess and its application as protective coating

    Dassekpo, J-BM., Feng, W., Li, Y., Miao, L., Dong, Z. & Ye, J., 3/05/2021, In: Construction and Building Materials. 282, 12 p., 122631.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  59. Published

    Self-Evolving Data Cloud-Based PID-Like Controller for Nonlinear Uncertain Systems

    Yang, Z-X., Rong, H-J., Wong, P. K., Angelov, P. & Wang, H., 1/05/2021, In: IEEE Transactions on Industrial Electronics. 68, 5, p. 4508-4518 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  60. Published

    Optimisation of energy harvesting for stiffened composite shells with application to the aircraft wing at structural flight frequency

    Daraji, A. H., Hale, J. M. & Ye, J., 30/04/2021, In: Thin-Walled Structures. 161, 10 p., 107392.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  61. 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/MagazineJournal articlepeer-review

  62. Published

    Self-organizing fuzzy inference ensemble system for big streaming data classification

    Gu, X., Angelov, P. & Zhao, Z., 22/04/2021, In: Knowledge-Based Systems. 218, 13 p., 106870.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  63. Published

    Microscale intrinsic properties of hybrid unidirectional/woven composite laminates: Part I experimental tests

    Ye, J., Cai, H., Liu, L., Zhai, Z., Amaechi, C. V., Wang, Y., Wan, L., Yang, D., Chen, X. & Ye, J., 15/04/2021, In: Composite Structures. 262, 11 p., 113369.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  64. Published

    Experimental investigation on the post-fire cyclic behavior of grouted sleeve connections

    Wang, T., Yu, M., Li, X., Yan, Z., Saafi, M. & Ye, J., 12/04/2021, In: Construction and Building Materials. 279, 13 p., 122394.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  65. Published

    Explainable-by-design Deep Learning

    Angelov, P., 03/2021.

    Research output: Contribution to conference - Without ISBN/ISSN Speech

  66. Published

    Effect of rubber particles and fibers on the dynamic compressive behavior of novel ultra-lightweight cement composites: Numerical simulations and metamodeling

    Huang, Z., Deng, W., Du, S., Gu, Z., Long, W. & Ye, J., 15/02/2021, In: Composite Structures. 258, 20 p., 113210.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  67. Published

    Understanding mixed mode ratio of adhesively bonded joints using genetic programming (GP)

    Liu, Y., Gu, Z., Hughes, D. J., Ye, J. & Hou, X., 15/02/2021, In: Composite Structures. 258, 10 p., 113389.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  68. 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/MagazineJournal articlepeer-review

  69. Published

    Experimental Study on the Thermal-Mechanical Properties and Degradation of Sleeve Grouting Material at Elevated Temperatures

    Xue, C., Su, C., Yu, M., Xu, H. & Ye, J., 1/02/2021, In: Journal of Materials in Civil Engineering. 33, 2, 3493.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  70. Published

    The paradox of productivity during quarantine: an agent-based simulation

    Hardy, P., Soriano Marcolino, L. & F. Fontanari, J., 29/01/2021, In: European Physical Journal B. 94, 6 p., 40.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  71. Published

    Hand-Based Person Identification using Global and Part-Aware Deep Feature Representation Learning

    Baisa, N. L., Jiang, Z., Vyas, R., Williams, B., Rahmani, H., Angelov, P. & Black, S., 13/01/2021, In: arXiv.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  72. Published

    The effect of joint configuration on the strength and stress distributions of dissimilar adhesively bonded joints

    Yousefi Kanani, A., Hou, X. & Ye, J., 1/01/2021, In: Engineering Structures. 11 p., 111322.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  73. 2020
  74. Published

    Human action recognition using deep rule-based classifier

    Bux, A., Gu, X., Angelov, P. & Habib, Z., 1/11/2020, In: Multimedia Tools and Applications. 79, 41-42, p. 30653-30667 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  75. Published

    Towards Deep Machine Reasoning: A Prototype-based Deep Neural Network with Decision Tree Inference

    Angelov, P. & Soares, E., 11/10/2020, 2020 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2020. Institute of Electrical and Electronics Engineers Inc., Vol. October. p. 2092-2099 8 p. 9282812

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  76. 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/ISSNConference contribution/Paperpeer-review

  77. Published

    Towards explainable deep neural networks (xDNN)

    Angelov, P. & Soares, E., 1/10/2020, In: Neural Networks. 130, p. 185-194 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  78. Published

    A reinforcement learning hyper-heuristic for the optimisation of flight connections

    Pylyavskyy, Y., Kheiri, A. & Ahmed, L., 3/09/2020, IEEE Congress on Evolutionary Computation (IEEE CEC). IEEE, 9185803

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  79. 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/MagazineJournal articlepeer-review

  80. Published

    Exact and hyper-heuristic solutions for the distribution-installation problem from the VeRoLog 2019 challenge

    Kheiri, A., Ahmed, L., Boyacı, B., Gromicho, J., Mumford, C., Özcan, E. & Dirikoc, A. S., 1/09/2020, In: Networks. 76, 2, p. 294-319 26 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  81. Published

    Recent Advances in Selection Hyper-heuristics

    Drake, J. H., Kheiri, A., Özcan, E. & Burke, E. K., 1/09/2020, In: European Journal of Operational Research. 285, 2, p. 405-428 24 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  82. 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/ISSNConference contribution/Paperpeer-review

  83. Published

    Straight to the Point: Fast-forwarding Videos via Reinforcement Learning Using Textual Data

    De Souza Ramos, W., Silva, M. M., Araujo, E. R., Soriano Marcolino, L. & Nascimento, E. R., 5/08/2020, Proceedings of the 2020 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2020. IEEE, p. 10928-10937 10 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  84. Published

    Deep Learning based Automated Forest Health Diagnosis from Aerial Images

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

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  85. 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 paperpeer-review

  86. 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/MagazineJournal articlepeer-review

  87. 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/MagazineJournal articlepeer-review

  88. Published

    On-line Estimators for Ad-hoc Task Allocation: Extended Abstract

    Shafipour Yourdshahi, E., Do Carmo Alves, M., Soriano Marcolino, L. & Angelov, P., 9/05/2020, Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2020). ACM, p. 1999–2001 3 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  89. Published

    Real-time Learning and Planning in Environments with Swarms: A Hierarchical and a Parameter-based Simulation Approach

    Pelcner, L., Li, S., Do Carmo Alves, M., Soriano Marcolino, L. & Collins, A., 9/05/2020, Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2020). ACM, p. 1019–1027 9 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  90. 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 paperpeer-review

  91. Published

    SARS-CoV-2 CT-scan dataset: A large dataset of real patients CT scans for SARS-CoV-2 identification

    Angelov, P. & Almeida Soares, E., 29/04/2020, In: medRxiv. 8 p.

    Research output: Contribution to Journal/MagazineJournal article

  92. E-pub ahead of print

    Highly interpretable hierarchical deep rule-based classifier

    Gu, X. & Angelov, P., 20/04/2020, (E-pub ahead of print) In: Applied Soft Computing. 92

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  93. Published

    Local search heuristic for the optimisation of flight connections

    Alrasheed, M., Mohammed, W., Pylyavskyy, Y. & Kheiri, A., 20/04/2020, International Conference on Computer, Control, Electrical, and Electronics Engineering (ICCCEEE). IEEE, 4 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  94. Published

    Heuristic sequence selection for inventory routing problem

    Kheiri, A., 9/03/2020, In: Transportation Science. 54, 2, p. 302-312 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  95. Published

    Towards Deep Machine Reasoning: a Prototype-based Deep Neural Network with Decision Tree Inference

    Angelov, P. & Soares, E., 2/02/2020, In: arXiv.

    Research output: Contribution to Journal/MagazineJournal article

  96. 2019
  97. Published

    Explainable Density-based Approach for Self-driving Actions Classification

    Almeida Soares, E., Angelov, P., Filev, D., Costa, B., Castro, M. & Nageshrao, S., 16/12/2019, p. 1-6. 6 p.

    Research output: Contribution to conference - Without ISBN/ISSN Conference paperpeer-review

  98. Published

    Self-Organising and Self-Learning Model for Soybean Yield Prediction

    Alghamdi, M., Angelov, P., Rufino, M., Gimenez, R. & Almeida Soares, E., 16/12/2019, 2019 6th International Conference on Social Networks Analysis, Management and Security, SNAMS 2019. Alsmirat, M. & Jararweh, Y. (eds.). IEEE, p. 441-446 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  99. Published

    Towards Explainable Deep Neural Networks (xDNN)

    Angelov, P. & Soares, E., 5/12/2019, In: arXiv. p. 1-9 9 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  100. Published

    Tackling a VRP challenge to redistribute scarce equipment within time windows using metaheuristic algorithms

    Kheiri, A., Dragomir, A., Mueller, D., Gromicho, J., Jagtenberg, C. & van Hoorn, J. J., 1/12/2019, In: EURO Journal on Transportation and Logistics. 8, 5, p. 561-595 35 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  101. Published

    Local Optimality of Self-Organising Neuro-Fuzzy Inference Systems

    Gu, X., Angelov, P. P. & Rong, H., 30/11/2019, In: Information Sciences. 503, p. 351-380 30 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  102. 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/MagazineJournal article

  103. Published
  104. 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 Abstractpeer-review

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