| Geometric transformation-based data augmentation on defect classification of segmented images of semiconductor materials using a ResNet50 convolutional neural network F López de la Rosa, JL Gómez-Sirvent, R Sánchez-Reolid, R Morales, ... Expert Systems with Applications, 2022 | 45 | 2022 |
| A Review on Machine and Deep Learning for Semiconductor Defect Classification in Scanning Electron Microscope Images F López de la Rosa, R Sánchez-Reolid, JL Gómez-Sirvent, R Morales, ... Applied Sciences 11 (20), 9508, 2021 | 30 | 2021 |
| One-dimensional convolutional neural networks for low/high arousal classification from electrodermal activity R Sánchez-Reolid, FL de la Rosa, MT López, A Fernández-Caballero Biomedical Signal Processing and Control 71, 103203, 2022 | 21 | 2022 |
| Optimal feature selection for defect classification in semiconductor wafers JL Gómez-Sirvent, FL de la Rosa, R Sánchez-Reolid, ... IEEE Transactions on Semiconductor Manufacturing 35 (2), 324-331, 2022 | 20 | 2022 |
| Feeling of Safety and Comfort Towards a Socially Assistive Unmanned Aerial Vehicle That Monitors People in a Virtual Home LM Belmonte, AS García, R Morales, JL de la Vara, F López de la Rosa, ... Sensors 21 (3), 908, 2021 | 13 | 2021 |
| Machine Learning Techniques for Arousal Classification from Electrodermal Activity: A Systematic Review R Sánchez-Reolid, F López de la Rosa, D Sánchez-Reolid, MT López, ... Sensors, 2022 | 9 | 2022 |
| Defect Classification on Semiconductor Wafers Using Fisher Vector and Visual Vocabularies Codings JL Gómez-Sirvent, F López de la Rosa, R Sánchez-Reolid, ... Measurement, 2022 | 7 | 2022 |
| A Deep Residual Neural Network for Semiconductor Defect Classification in Imbalanced Scanning Electron Microscope Datasets F López de la Rosa, JL Gómez-Sirvent, R Morales, R Sánchez-Reolid, ... Applied Soft Computing, 2022 | 4 | 2022 |
| Detection of Unknown Defects in Semiconductor Materials From a Hybrid Deep and Machine Learning Approach F López de la Rosa, JL Gómez-Sirvent, C Kofler, R Morales, ... Bio-inspired Systems and Applications: From Robotics to Ambient Intelligence …, 2022 | 4 | 2022 |
| VRPrOE Toolbox for Virtual Pre-occupancy Evaluation: Proof of Concept on a BIM Model of a Conservatory Classroom JL Gómez-Sirvent, D Fernández-Sotos, FL de la Rosa, ... International Symposium on Ambient Intelligence, 189-198, 2023 | 2 | 2023 |
| Artificial Vision Technique to Detect and Classify Cocoa Beans L Zhinin-Vera, J Zhiminaicela-Cabrera, E Pretel, P Suárez, O Chang, ... International Work-Conference on Artificial Neural Networks, 217-228, 2023 | 2 | 2023 |
| Facial expression recognition in the wild for low-resolution images using voting residual network JL Gómez-Sirvent, F López de la Rosa, MT López, ... Electronics, 2023 | 2 | 2023 |
| Training Industrial Engineers in Logistics 4.0 LM Belmonte, E Segura, F López de la Rosa, JL Gómez-Sirvent, ... Computers & Industrial Engineering, 2023 | 2 | 2023 |
| Defect detection and classification on semiconductor wafers using two-stage geometric transformation-based data augmentation and SqueezeNet lightweight convolutional neural network F López de la Rosa, JL Gómez-Sirvent, R Morales, R Sánchez-Reolid, ... Computers & Industrial Engineering, 2023 | 2 | 2023 |
| Improved surface defect classification from a simple convolutional neural network by image preprocessing and data augmentation F López de la Rosa, L Moreno Salvador, JL Gómez-Sirvent, ... ICINAC 2024, 2024 | | 2024 |
| Building Information Modeling and affective occupancy evaluation: A scoping review JL Gómez-Sirvent, D Fernández-Sotos, F López de la Rosa, ... Journal of Ambient Intelligence and Smart Environments, 2023 | | 2023 |
| Fine-Tuned SqueezeNet Lightweight Model for Classifying Surface Defects in Hot-Rolled Steel F López de la Rosa, JL Gómez-Sirvent, LM Belmonte, R Morales, ... | | 2023 |
| Feature and Time Series Extraction in Artificial Neural Networks for Arousal Detection from Electrodermal Activity R Sánchez-Reolid, FL de la Rosa, D Sánchez-Reolid, MT López, ... Advances in Computational Intelligence: 16th International Work-Conference …, 2021 | | 2021 |
Antonio Fernández-Caballero (ORCID...Professor of Computer Science, Universidad de Castilla-La Mancha, SpainVerified email at uclm.es
