| An overview on fault diagnosis and nature-inspired optimal control of industrial process applications RE Precup, P Angelov, BSJ Costa, M Sayed-Mouchaweh Computers in Industry 74, 75-94, 2015 | 195 | 2015 |
| Fully unsupervised fault detection and identification based on recursive density estimation and self-evolving cloud-based classifier BSJ Costa, PP Angelov, LA Guedes Neurocomputing 150, 289-303, 2015 | 130 | 2015 |
| Ensemble of evolving data clouds and fuzzy models for weather time series prediction E Soares, P Costa Jr, B Costa, D Leite Applied Soft Computing 64, 445-453, 2018 | 103 | 2018 |
| An evolving approach to unsupervised and real-time fault detection in industrial processes CG Bezerra, BSJ Costa, LA Guedes, PP Angelov Expert systems with applications 63, 134-144, 2016 | 87 | 2016 |
| Real-time fault detection using recursive density estimation BSJ Costa, PP Angelov, LA Guedes Journal of Control, Automation and Electrical Systems 25, 428-437, 2014 | 57 | 2014 |
| An evolving approach to data streams clustering based on typicality and eccentricity data analytics CG Bezerra, BSJ Costa, LA Guedes, PP Angelov Information Sciences 518, 13-28, 2020 | 50 | 2020 |
| A practical implementation of self-evolving cloud-based control of a pilot plant B Costa, I Skrjanc, S Blazic, P Angelov 2013 IEEE International Conference on Cybernetics (CYBCO), 7-12, 2013 | 47 | 2013 |
| A new evolving clustering algorithm for online data streams CG Bezerra, BSJ Costa, LA Guedes, PP Angelov 2016 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS …, 2016 | 35 | 2016 |
| Explaining deep learning models through rule-based approximation and visualization E Soares, PP Angelov, B Costa, MPG Castro, S Nageshrao, D Filev IEEE Transactions on Fuzzy Systems 29 (8), 2399-2407, 2020 | 33 | 2020 |
| Online fault detection based on typicality and eccentricity data analytics BSJ Costa, CG Bezerra, LA Guedes, PP Angelov 2015 International Joint Conference on Neural Networks (IJCNN), 1-6, 2015 | 32 | 2015 |
| System and method for assessing the interior of an autonomous vehicle BSJ Costa, MJ Goh, JJ Jain US Patent 10,290,158, 2019 | 27 | 2019 |
| Unsupervised classification of data streams based on typicality and eccentricity data analytics BSJ Costa, CG Bezerra, LA Guedes, PP Angelov 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 58-63, 2016 | 25 | 2016 |
| Vehicle occupancy management systems and methods BSJ Costa, MJ Goh US Patent 11,479,147, 2022 | 21 | 2022 |
| Automatic vehicle leak detection JJ Jain, H Banvait, BSJ Costa, AE Micks US Patent 10,372,996, 2019 | 20 | 2019 |
| A new unsupervised approach to fault detection and identification BSJ Costa, PP Angelov, LA Guedes 2014 International Joint Conference on Neural Networks (IJCNN), 1557-1564, 2014 | 20 | 2014 |
| Handbook on computational intelligence (In 2 Volumes) PP Angelov World Scientific, 2016 | 19 | 2016 |
| Actively semi-supervised deep rule-based classifier applied to adverse driving scenarios E Soares, P Angelov, B Costa, M Castro 2019 international joint conference on neural networks (IJCNN), 1-8, 2019 | 15 | 2019 |
| Hitch assist system L Niewiadomski, BSJ Costa, A Krishnamachar, D Rogan US Patent App. 16/126,235, 2020 | 14 | 2020 |
| Explainable density-based approach for self-driving actions classification E Soares, P Angelov, D Filev, B Costa, M Castro, S Nageshrao 2019 18th IEEE International Conference On Machine Learning And Applications …, 2019 | 14 | 2019 |
| Interpretable approximation of a deep reinforcement learning agent as a set of if-then rules S Nageshrao, B Costa, D Filev 2019 18th IEEE International Conference On Machine Learning And Applications …, 2019 | 13 | 2019 |
Plamen P AngelovChair Professor in Intelligent Systems, School of Computing and Communications, Lancaster UniversityDirección de correo verificada de lancaster.ac.uk
