Alfredo Núñez Vicencio
Alfredo Núñez Vicencio
Associate Professor on Intelligent Railway Infrastructure, TUDelft
Verified email at - Homepage
Cited by
Cited by
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Semi-supervised Rail Defect Detection from Imbalanced Image Data
S Hajizadeh, A Núñez, DMJ Tax
IFAC-PapersOnLine 49 (3), 78-83, 2016
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
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