| Automatic defect detection of fasteners on the catenary support device using deep convolutional neural network J Chen, Z Liu, H Wang, A Núñez, Z Han IEEE Transactions on Instrumentation and Measurement 67 (2), 257-269, 2017 | 465 | 2017 |
| Deep convolutional neural networks for detection of rail surface defects S Faghih-Roohi, S Hajizadeh, A Núñez, R Babuska, B De Schutter 2016 International Joint Conference on Neural Networks (IJCNN), 2584-2589, 2016 | 412 | 2016 |
| Automatic detection of squats in railway infrastructure M Molodova, Z Li, A Núñez, R Dollevoet IEEE Transactions on Intelligent Transportation Systems 15 (5), 1980-1990, 2014 | 232 | 2014 |
| Hybrid predictive control for real-time optimization of public transport systems’ operations based on evolutionary multi-objective optimization CE Cortés, D Sáez, F Milla, A Núñez, M Riquelme Transportation Research Part C: Emerging Technologies 18 (5), 757-769, 2010 | 173 | 2010 |
| Hybrid adaptive predictive control for the multi-vehicle dynamic pick-up and delivery problem based on genetic algorithms and fuzzy clustering D Sáez, CE Cortés, A Núñez Computers & Operations Research 35 (11), 3412-3438, 2008 | 148 | 2008 |
| A big data analysis approach for rail failure risk assessment A Jamshidi, S Faghih‐Roohi, S Hajizadeh, A Núñez, R Babuska, ... Risk analysis 37 (8), 1495-1507, 2017 | 146 | 2017 |
| Hybrid predictive control strategy for a public transport system with uncertain demand D Sáez, CE Cortés, F Milla, A Núñez, A Tirachini, M Riquelme Transportmetrica 8 (1), 61-86, 2012 | 127 | 2012 |
| Improvements in axle box acceleration measurements for the detection of light squats in railway infrastructure Z Li, M Molodova, A Núñez, R Dollevoet IEEE Transactions on Industrial Electronics 62 (7), 4385-4397, 2015 | 118 | 2015 |
| Observers for linear distributed-parameter systems: A survey Z Hidayat, R Babuska, B De Schutter, A Nunez Robotic and Sensors Environments (ROSE), 2011 IEEE International Symposium …, 2011 | 103 | 2011 |
| A decision support approach for condition-based maintenance of rails based on big data analysis A Jamshidi, S Hajizadeh, Z Su, M Naeimi, A Núñez, R Dollevoet, ... Transportation Research Part C: Emerging Technologies 95, 185-206, 2018 | 87 | 2018 |
| Health condition monitoring of insulated joints based on axle box acceleration measurements M Molodova, M Oregui, A Núñez, Z Li, R Dollevoet Engineering Structures 123, 225-235, 2016 | 87 | 2016 |
| Hybrid model predictive control for freeway traffic using discrete speed limit signals JRD Frejo, A Núñez, B De Schutter, EF Camacho Transportation Research Part C: Emerging Technologies 46, 309-325, 2014 | 86 | 2014 |
| Hybrid fuzzy predictive control based on genetic algorithms for the temperature control of a batch reactor J Causa, G Karer, A Núnez, D Sáez, I Škrjanc, B Zupančič Computers & chemical engineering 32 (12), 3254-3263, 2008 | 86 | 2008 |
| Prediction interval methodology based on fuzzy numbers and its extension to fuzzy systems and neural networks LG Marín, N Cruz, D Sáez, M Sumner, A Núñez Expert Systems with Applications 119, 128-141, 2019 | 85 | 2019 |
| Multi-level condition-based maintenance planning for railway infrastructures–A scenario-based chance-constrained approach Z Su, A Jamshidi, A Núñez, S Baldi, B De Schutter Transportation Research Part C: Emerging Technologies 84, 92-123, 2017 | 80 | 2017 |
| Facilitating maintenance decisions on the Dutch railways using big data: The ABA case study A Núñez, J Hendriks, Z Li, B De Schutter, R Dollevoet 2014 IEEE International Conference on Big Data (Big Data), 48-53, 2014 | 73 | 2014 |
| Load profile generator and load forecasting for a renewable based microgrid using self organizing maps and neural networks J Llanos, D Sáez, R Palma-Behnke, A Núñez, G Jiménez-Estévez The 2012 International Joint Conference on Neural Networks (IJCNN), 1-8, 2012 | 72 | 2012 |
| Semi-supervised Rail Defect Detection from Imbalanced Image Data S Hajizadeh, A Núñez, DMJ Tax IFAC-PapersOnLine 49 (3), 78-83, 2016 | 70 | 2016 |
| Validation of a finite element model for axle box acceleration at squats in the high frequency range M Molodova, Z Li, A Núñez, R Dollevoet Computers & Structures 141, 84-93, 2014 | 68 | 2014 |
| Monitoring bolt tightness of rail joints using axle box acceleration measurements M Oregui, S Li, A Núñez, Z Li, R Carroll, R Dollevoet Structural Control and Health Monitoring 24 (2), 2017 | 65 | 2017 |
Zili LiFull Professor and Chair of Rail Systems and Monitoring, TU DelftVerified email at tudelft.nl
