An ordinal CNN approach for the assessment of neurological damage in Parkinson’s disease patients
Barbero-Gómez, Javier, Gutiérrez, Pedro-Antonio, Vargas, Víctor-Manuel, Vallejo-Casas, Juan-Antonio, Hervás-Martínez, César
Published in Expert systems with applications (15.11.2021)
Published in Expert systems with applications (15.11.2021)
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Journal Article
Heterotypic CAF-tumor spheroids promote early peritoneal metastatis of ovarian cancer
Gao, Qinglei, Yang, Zongyuan, Xu, Sen, Li, Xiaoting, Yang, Xin, Jin, Ping, Liu, Yi, Zhou, Xiaoshui, Zhang, Taoran, Gong, Cheng, Wei, Xiao, Liu, Dan, Sun, Chaoyang, Chen, Gang, Hu, Junbo, Meng, Li, Zhou, Jianfeng, Sawada, Kenjiro, Fruscio, Robert, Grunt, Thomas W, Wischhusen, Jörg, Vargas-Hernández, Víctor Manuel, Pothuri, Bhavana, Coleman, Robert L
Published in The Journal of experimental medicine (04.03.2019)
Published in The Journal of experimental medicine (04.03.2019)
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Journal Article
Cumulative link models for deep ordinal classification
Vargas, Víctor Manuel, Gutiérrez, Pedro Antonio, Hervás-Martínez, César
Published in Neurocomputing (Amsterdam) (11.08.2020)
Published in Neurocomputing (Amsterdam) (11.08.2020)
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Journal Article
Learning Ordinal-Hierarchical Constraints for Deep Learning Classifiers
Rosati, Riccardo, Romeo, Luca, Vargas, Victor Manuel, Gutierrez, Pedro Antonio, Frontoni, Emanuele, Hervas-Martinez, Cesar
Published in IEEE transaction on neural networks and learning systems (12.02.2024)
Published in IEEE transaction on neural networks and learning systems (12.02.2024)
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Journal Article
Exponential loss regularisation for encouraging ordinal constraint to shotgun stocks quality assessment
Vargas, Víctor Manuel, Gutiérrez, Pedro Antonio, Rosati, Riccardo, Romeo, Luca, Frontoni, Emanuele, Hervás-Martínez, César
Published in Applied soft computing (01.05.2023)
Published in Applied soft computing (01.05.2023)
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Journal Article
Soft labelling based on triangular distributions for ordinal classification
Vargas, Víctor Manuel, Gutiérrez, Pedro Antonio, Barbero-Gómez, Javier, Hervás-Martínez, César
Published in Information fusion (01.05.2023)
Published in Information fusion (01.05.2023)
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Journal Article
Deep Ordinal Classification in Forest Areas Using Light Detection and Ranging Point Clouds
Morales-Martín, Alejandro, Mesas-Carrascosa, Francisco-Javier, Gutiérrez, Pedro Antonio, Pérez-Porras, Fernando-Juan, Vargas, Víctor Manuel, Hervás-Martínez, César
Published in Sensors (Basel, Switzerland) (01.04.2024)
Published in Sensors (Basel, Switzerland) (01.04.2024)
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Journal Article
A hybrid feature learning approach based on convolutional kernels for ATM fault prediction using event-log data
Vargas, Víctor Manuel, Rosati, Riccardo, Hervás-Martínez, César, Mancini, Adriano, Romeo, Luca, Gutiérrez, Pedro Antonio
Published in Engineering applications of artificial intelligence (01.08.2023)
Published in Engineering applications of artificial intelligence (01.08.2023)
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Journal Article
ORFEO: Ordinal classifier and Regressor Fusion for Estimating an Ordinal categorical target
Gómez-Orellana, Antonio M., Guijo-Rubio, David, Gutiérrez, Pedro A., Hervás-Martínez, César, Vargas, Víctor M.
Published in Engineering applications of artificial intelligence (01.07.2024)
Published in Engineering applications of artificial intelligence (01.07.2024)
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Journal Article
A novel deep ordinal classification approach for aesthetic quality control classification
Rosati, Riccardo, Romeo, Luca, Vargas, Víctor Manuel, Gutiérrez, Pedro Antonio, Hervás-Martínez, César, Frontoni, Emanuele
Published in Neural computing & applications (01.07.2022)
Published in Neural computing & applications (01.07.2022)
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Journal Article