@article{marquez2025,

title = {Simulation of Teaching behaviours in Intelligent Tutoring Systems: A Review Using Large Language Models},

author = {Luis Marquez-Carpintero and Alberto Lopez-Sellers and Miguel Cazorla },

year  = {2025},

date = {2025-12-02},

journal = {Artificial Intelligence Review},

volume = {Accepted},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Rojas2025,

title = {Interactive Digital Twin Workflow for Energy Assessment of Buildings: Integration of Photogrammetry, BIM and Thermography}},

author = {Luis Santiago Rojas-Colmenares and Carlos Rizo-Maestre and Francisco Gómez-Donoso and Pascual Saura-Gómez},

year  = {2025},

date = {2025-11-28},

journal = {Applied Sciences},

volume = {15},

number = {23},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{dominguez2025,

title = {CHIRLA: Comprehensive High-resolution Identification and Re-identification for Large-scale Analysis},

author = {Bessie Dominguez-Dager and Felix Esccalona and Francisco Gomez-Donoso and Miguel Cazorla},

year  = {2025},

date = {2025-11-25},

urldate = {2025-11-25},

journal = {Scientific Data},

volume = {Accepted},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Rizo_Maestre_2025,

title = {Bibliographic Review of Data-Driven Methods for Building Energy Optimisation},

author = {Carlos Rizo-Maestre and Mireia Sempere-Tortosa and Pascual Saura-Hernández and María Dolores Andújar-Montoya},

url = {http://dx.doi.org/10.3390/buildings15213992},

doi = {10.3390/buildings15213992},

issn = {2075-5309},

year  = {2025},

date = {2025-11-01},

journal = {Buildings},

volume = {15},

number = {21},

pages = {3992},

publisher = {MDPI AG},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = { Editorial: Methodology for Emotion-Aware Education Based on Artificial Intelligence},

author = {Rosabel Roig-Vila and Miguel Cazorla and Sébastien Lallé},

year  = {2025},

date = {2025-09-16},

journal = { Frontiers in Artificial Intelligence},

keywords = {AI, Education},

pubstate = {published},

tppubtype = {article}

}

@article{Roig-Vila2025,

title = { Implementation of artificial intelligence technologies for the assessment of students' attentional state: a systematic review},

author = {Rosabel Roig-Vila and Paz Prendes-Espinosa and Miguel Cazorla},

doi = {10.3390/app15115990},

year  = {2025},

date = {2025-07-17},

urldate = {2025-07-17},

journal = {Applied Sciences},

volume = {15},

issue = {11},

keywords = {AI, Education},

pubstate = {published},

tppubtype = {article}

}

@article{Márquez-Carpintero2025b,

title = {Enhancing Engineering and STEM Education with Vision and Multimodal Large Language Models to Predict Student Attention.},

author = {Luis Márquez-Carpintero and Diego Viejo and Miguel Cazorla},

doi = {10.1109/ACCESS.2025.3584025},

year  = {2025},

date = {2025-07-16},

urldate = {2025-07-16},

journal = {IEEE Access},

volume = {13},

keywords = {AI, Education},

pubstate = {published},

tppubtype = {article}

}

@article{Marquez-Carpintero2025,

title = {Engineering Young Faculty’s Acceptance of Real-Time behaviour Measurement Software},

author = {Luis Marquez-Carpintero and Francisco Gomez-Donoso and Miguel Cazorla},

doi = {10.3389/fcomp.2025.1565809},

year  = {2025},

date = {2025-07-16},

urldate = {2025-07-16},

journal = {Frontiers in Computer Science},

volume = {7},

keywords = {AI, Education},

pubstate = {published},

tppubtype = {article}

}

@article{sanchez2025,

title = {Slippage detection during manufacturing toy assembly tasks},

author = {Daniel Sánchez-Martínez and Kazuhiro Shimonomura and Juan A. Micó and Carlos A. Jara and Francisco Gomez-Donoso},

isbn = {1433-3015},

year  = {2025},

date = {2025-05-13},

journal = {The International Journal of Advanced Manufacturing Technology},

volume = {Accepted},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = {Photorealistic Learned Landscapes for Augmented Reality},

author = {David Martínez-Miranzo and Sergio Suescun-Ferrandiz and Miguel Cazorla and Francisco Gomez-Donoso},

doi = {10.3791/68386},

year  = {2025},

date = {2025-05-13},

urldate = {2025-05-13},

journal = {Jornal of Visualized Esperiments},

volume = {220},

keywords = {augmented and virtual reality, Gaussian splatting},

pubstate = {published},

tppubtype = {article}

}

@article{Canut_Montalva_2025,

title = {Using Pilot Plants as a Didactic Resource to Facilitate the Acquisition of Technical Competences in the Urban Water Cycle in Vocational and Higher Education},

author = {Albert Canut-Montalva and Carlos Rizo-Maestre and Joaquín Martínez-López},

url = {http://dx.doi.org/10.3390/w17050675},

doi = {10.3390/w17050675},

issn = {2073-4441},

year  = {2025},

date = {2025-02-01},

journal = {Water},

volume = {17},

number = {5},

pages = {675},

publisher = {MDPI AG},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{s25010021,

title = {Reliable Disparity Estimation Using Multiocular Vision with Adjustable Baseline},

author = {Victor H. Diaz-Ramirez and Martin Gonzalez-Ruiz and Rigoberto Juarez-Salazar and Miguel Cazorla},

url = {https://www.mdpi.com/1424-8220/25/1/21},

doi = {10.3390/s25010021 keywords = stereo, computer vision, multiocular, AI},

issn = {1424-8220},

year  = {2025},

date = {2025-01-01},

urldate = {2025-01-01},

journal = {Sensors},

volume = {25},

number = {1},

abstract = {Accurate estimation of three-dimensional (3D) information from captured images is essential in numerous computer vision applications. Although binocular stereo vision has been extensively investigated for this task, its reliability is conditioned by the baseline between cameras. A larger baseline improves the resolution of disparity estimation but increases the probability of matching errors. This research presents a reliable method for disparity estimation through progressive baseline increases in multiocular vision. First, a robust rectification method for multiocular images is introduced, satisfying epipolar constraints and minimizing induced distortion. This method can improve rectification error by 25% for binocular images and 80% for multiocular images compared to well-known existing methods. Next, a dense disparity map is estimated by stereo matching from the rectified images with the shortest baseline. Afterwards, the disparity map for the subsequent images with an extended baseline is estimated within a short optimized interval, minimizing the probability of matching errors and further error propagation. This process is iterated until the disparity map for the images with the longest baseline is obtained. The proposed method increases disparity estimation accuracy by 20% for multiocular images compared to a similar existing method. The proposed approach enables accurate scene characterization and spatial point computation from disparity maps with improved resolution. The effectiveness of the proposed method is verified through exhaustive evaluations using well-known multiocular image datasets and physical scenes, achieving superior performance over similar existing methods in terms of objective measures.},

key = {computer vision, deep learning, AI},

keywords = {AI, computer vision, deep learning},

pubstate = {published},

tppubtype = {article}

}

@article{gonzalez2025classification,

title = {Classification and segmentation of hip fractures in x-rays: highlighting fracture regions for interpretable diagnosis},

author = {Germán González-Serrano and Joaquín Galant and José María Salinas and Emilia Benítez and Maria Dolores Sánchez-Valverde and Jorge Calbo and Nicolás Cerrolaza},

url = {https://insightsimaging.springeropen.com/articles/10.1186/s13244-025-01958-y},

year  = {2025},

date = {2025-01-01},

urldate = {2025-01-01},

journal = {Insights into Imaging},

volume = {16},

number = {1},

pages = {86},

publisher = {Springer},

keywords = {AI, medical imaging},

pubstate = {published},

tppubtype = {article}

}

@article{kiko2025,

title = {Parallelized SLAM: Enhancing Mapping and Localization through Concurrent Processing},

author = {Francisco Romero-Ramirez and Miguel Cazorla and Manuel Marin-Jimenez and Rafael Medina-Carnicer and Rafael Munyoz-Salinas},

year  = {2025},

date = {2025-01-01},

journal = {Sensors},

volume = {Aceptado},

number = {1},

keywords = {AI, computer vision, mapping, robotics, SLAM},

pubstate = {published},

tppubtype = {article}

}

@article{sergiogarcia2024,

title = {Enhancing Human-Robot Interaction: Development of a Multimodal Robotic Assistant for User Emotion Recognition},

author = {Sergio Garcia-Munyoz and Francisco Gomez-Donoso and Miguel Cazorla},

year  = {2024},

date = {2024-03-15},

journal = {Applied Sciences},

volume = {14},

number = {24},

keywords = {AI},

pubstate = {published},

tppubtype = {article}

}

@article{app14209414,

title = {VFLD: Voxelized Fractal Local Descriptor},

author = {Francisco Gomez-Donoso and Felix Escalona and Florian Dargere and Miguel Cazorla},

url = {https://www.mdpi.com/2076-3417/14/20/9414},

issn = {2076-3417},

year  = {2024},

date = {2024-01-01},

journal = {Applied Sciences},

volume = {14},

number = {20},

abstract = {A variety of methods for 3D object recognition and registration based on a deep learning pipeline have recently emerged. Nonetheless, these methods require large amounts of data that are not easy to obtain, sometimes rendering them virtually useless in real-life scenarios due to a lack of generalization capabilities. To counter this, we propose a novel local descriptor that takes advantage of the fractal dimension. For each 3D point, we create a descriptor by computing the fractal dimension of the neighbors at different radii. Our redmethod has many benefits, such as being agnostic to the sensor of choice and noise, up to a level, and having few parameters to tinker with. Furthermore, it requires no training and does not rely on semantic information. We test our descriptor using well-known datasets and it largely outperforms Fast Point Feature Histogram, which is the state-of-the-art descriptor for 3D data. We also apply our descriptor to a registration pipeline and achieve accurate three-dimensional representations of the scenes, which are captured with a commercial sensor.},

keywords = {3D processing, AI, computer vision, fractal},

pubstate = {published},

tppubtype = {article}

}

@article{dominguez2024holograms,

title = {Holograms for seamless integration of remote students in the classroom},

author = {Bessie Dominguez-Dager and Francisco Gomez-Donoso and Rosabel Roig-Vila and Felix Escalona and Miguel Cazorla},

year  = {2024},

date = {2024-01-01},

journal = {Virtual Reality},

volume = {28},

number = {1},

pages = {24},

publisher = {Springer},

keywords = {AI, augmented and virtual reality, computer vision, Education},

pubstate = {published},

tppubtype = {article}

}

@article{sanchez2023,

title = {A new automatic method for demoulding plastic parts using an intelligent robotic system},

author = {Daniel Sanchez-Martinez and Carlos A. Jara and Francisco Gomez-Donoso},

year  = {2023},

date = {2023-10-21},

journal = {The International Journal of Advanced Manufacturing Technology},

volume = {Accepted},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{alvarez2023,

title = {Exploring Transferability on Adversarial Attacks},

author = {Enrique Alvarez and Rafael Alvarez Sanchez and Miguel Cazorla},

year  = {2023},

date = {2023-01-01},

journal = {IEEE Access},

volume = {Accepted},

keywords = {adversarial attacks, AI, deep learning},

pubstate = {published},

tppubtype = {article}

}

@article{caldwell2023experimental,

title = {Experimental analysis of the effectiveness of a cyber-physical robotic system to assist speech and language pathologists in high school},

author = {Eldon Glen Caldwell-Marin and Miguel Cazorla and Jose Maria Canyas-Plaza},

year  = {2023},

date = {2023-01-01},

journal = {Journal of New Approaches in Educational Research},

volume = {12},

number = {1},

pages = {40-61},

publisher = {Springer},

keywords = {AI, Education, robotics, social robotics},

pubstate = {published},

tppubtype = {article}

}

@article{marquez2023artificial,

title = {Artificial Intelligence-based System for Detecting Attention Levels in Students},

author = {Luis Marquez-Carpintero and Monica Pina-Navarro and Sergio Suescun-Ferrandiz and Felix Escalona and Francisco Gomez-Donoso and Rosabel Roig-Vila and Miguel Cazorla},

year  = {2023},

date = {2023-01-01},

journal = {Journal of visualized experiments: JoVE},

number = {202},

keywords = {AI, deep learning, Education, emotion detection},

pubstate = {published},

tppubtype = {article}

}

@article{christian2022a,

title = {Towards a better performance in facial expression recognition: a data-centric approach},

author = {Christian Mejia and Miguel Cazorla and Ester Martinez-Martin},

year  = {2023},

date = {2023-01-01},

journal = {Computational Intelligence and Neuroscience},

volume = {2023},

keywords = {AI, data-centric, deep learning, facial expression recognition, performance improvement},

pubstate = {published},

tppubtype = {article}

}

@article{gomezDonoso2022c,

title = {Three-Dimensional Reconstruction Using SFM for Actual Pedestrian Classification},

author = {Francisco Gomez-Donoso and Julio Castano and Felix Escalona and Miguel Cazorla},

year  = {2023},

date = {2023-01-01},

journal = {Expert Sytems with Applications},

volume = {213},

keywords = {3D reconstruction, AI, computer vision, deep learning, pedestrian classification, structure from motion},

pubstate = {published},

tppubtype = {article}

}

@article{romero2023,

title = {sSLAM: Speeded Up visual SLAM mixing artificial markers and temporary keypoints},

author = {Francisco Romero-Ramirez and Rafael Munyoz-Salinas and Manuel Marin and Miguel Cazorla and Rafael Medina-Carnicer},

year  = {2023},

date = {2023-01-01},

journal = {Sensors},

volume = {Accepted},

keywords = {AI, artificial markers, keypoints, real-time mapping, visual SLAM},

pubstate = {published},

tppubtype = {article}

}

@article{martinez2023,

title = {Social robotics in music education: a systematic review},

author = {Rosabel Martinez-Roig and Miguel Cazorla and Jose Maria Esteve Faubel},

year  = {2023},

date = {2023-01-01},

journal = {Frontiers in Education},

volume = {Accepted},

keywords = {AI, music education, social robotics, teaching},

pubstate = {published},

tppubtype = {article}

}

@article{torres2023,

title = {A Malware Detection Approach Based on Feature Engineering and Behavior Analysis},

author = {Manuel Torres Mendoza and Rafael Alvarez Sanchez and Miguel Cazorla},

year  = {2023},

date = {2023-01-01},

journal = {IEEE Access},

volume = {Accepted},

keywords = {AI, deep learning, security},

pubstate = {published},

tppubtype = {article}

}

@article{mejia2023,

title = {Improving Facial Expression Recognition through Data Preparation & Merging},

author = {Christian Mejia-Escobar and Miguel Cazorla and Ester Martinez-Martin},

year  = {2023},

date = {2023-01-01},

journal = {IEEE Access},

volume = {Accepted},

keywords = {AI, deep learning, emotion detection},

pubstate = {published},

tppubtype = {article}

}

@article{Lakatos2022,

title = {Application of a novel microscopic technique for quantifying CA125 binding to circulating mononuclear cells in longitudinal specimens during treatment for ovarian cancer},

author = {Kornel Lakatos and German Gonzalez-Serrano and Jawad Hoballah and Jeff Brooker and Sinyoung Jeong and Conor Evans and Petra Krauledat and W. Peter Hansen and Kevin M. Elias and Manish Patankar and Vilmos Fulop and Panagiotis A. Konstantinopoulos and Daniel W. Cramer},

doi = {10.1186/s13048-022-00957-7},

issn = {17572215},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

journal = {Journal of Ovarian Research},

volume = {15},

issue = {1},

publisher = {BioMed Central Ltd},

keywords = {microscopic images, Mononuclear cells, ovarian cancer},

pubstate = {published},

tppubtype = {article}

}

@article{Rangel2022,

title = {Automatic understanding and mapping of regions in cities using Google},

author = {Jose Carlos Rangel and Edmanuel Cruz and Miguel Cazorla},

year  = {2022},

date = {2022-01-01},

journal = {Applied Sciences},

volume = {12},

number = {6},

keywords = {AI, automatic mapping, city analytics, deep learning, urban regions},

pubstate = {published},

tppubtype = {article}

}

@article{donoso2022b,

title = {UrOAC: Urban Objects in Any-light Conditions},

author = {Francisco Gomez-Donoso and Marcos Moreno-Martineza and Miguel Cazorla},

year  = {2022},

date = {2022-01-01},

journal = {Data in brief},

volume = {Aceptado},

keywords = {AI, any-light conditions, computer vision, dataset, urban objects},

pubstate = {published},

tppubtype = {article}

}

@article{9701312,

title = {3DSliceLeNet: Recognizing 3D Objects Using a Slice-Representation},

author = {Francisco Gomez-Donoso and Felix Escalona and Sergio Orts-Escolano and Alberto Garcia-Garcia and Jose Garcia-Rodriguez and Miguel Cazorla},

doi = {10.1109/ACCESS.2022.3148387},

year  = {2022},

date = {2022-01-01},

journal = {IEEE Access},

volume = {10},

pages = {15378-15392},

keywords = {3D object recognition, AI, computer vision, deep learning},

pubstate = {published},

tppubtype = {article}

}

@article{Saura_G_mez_2022,

title = {The Useful Life of Reinforced Concrete Structures with Reinforcement Corrosion Due to Carbonation in Non-Aggressive and Normal Exposures in the Spanish Mediterranean},

author = {Pascual Saura-Gómez and Carlos Rizo-Maestre and Víctor Echarri-Iribarren},

url = {http://dx.doi.org/10.3390/ma15030745},

doi = {10.3390/ma15030745},

issn = {1996-1944},

year  = {2022},

date = {2022-01-01},

journal = {Materials},

volume = {15},

number = {3},

pages = {745},

publisher = {MDPI AG},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Saura_G_mez_2021,

title = {Advances in the Restoration of Buildings with LIDAR Technology and 3D Reconstruction: Forged and Vaults of the Refectory of Santo Domingo de Orihuela (16th Century)},

author = {Pascual Saura-Gómez and Yolanda Spairani-Berrio and Jose Antonio Huesca-Tortosa and Silvia Spairani-Berrio and Carlos Rizo-Maestre},

url = {http://dx.doi.org/10.3390/app11188541},

doi = {10.3390/app11188541},

issn = {2076-3417},

year  = {2021},

date = {2021-09-01},

journal = {Applied Sciences},

volume = {11},

number = {18},

pages = {8541},

publisher = {MDPI AG},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Galiano_Garrig_s_2021,

title = {Evaluation of Energy Performance and Comfort: Case-Study of University Buildings with Design Adapted to Local Climate},

author = {Antonio Galiano-Garrigós and María Domenech-Mataix and Ángel Benigno González-Avilés and Carlos Rizo-Maestre},

url = {http://dx.doi.org/10.3390/su13137155},

doi = {10.3390/su13137155},

issn = {2071-1050},

year  = {2021},

date = {2021-06-01},

journal = {Sustainability},

volume = {13},

number = {13},

pages = {7155},

publisher = {MDPI AG},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Sempere_Tortosa_2021,

title = {Movement Patterns in Students Diagnosed with ADHD, Objective Measurement in a Natural Learning Environment},

author = {Mireia Sempere-Tortosa and Francisco Fernández-Carrasco and Ignasi Navarro-Soria and Carlos Rizo-Maestre},

url = {http://dx.doi.org/10.3390/ijerph18083870},

doi = {10.3390/ijerph18083870},

issn = {1660-4601},

year  = {2021},

date = {2021-04-01},

journal = {International Journal of Environmental Research and Public Health},

volume = {18},

number = {8},

pages = {3870},

publisher = {MDPI AG},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Gonz_lez_Avil_s_2021,

title = {Colour Ageing in Acrylic Resin Plates and Natural Minerals on the Façade after 10 Years of Sun Exposure in the Marine Environment},

author = {Ángel Benigno González-Avilés and Víctor Echarri-Iribarren and Antonio Galiano-Garrigós and Carlos Rizo-Maestre and María Isabel Pérez-Millán},

url = {http://dx.doi.org/10.3390/app11052222},

doi = {10.3390/app11052222},

issn = {2076-3417},

year  = {2021},

date = {2021-03-01},

journal = {Applied Sciences},

volume = {11},

number = {5},

pages = {2222},

publisher = {MDPI AG},

keywords = {},

pubstate = {published},

tppubtype = {article}

}