Pablo González

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 18

Top Topics

International Workshop

Density Estimation

Neurodegenerative Diseases

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Pablo González, Alejandro Moreo, Fabrizio Sebastiani
Binary quantification and dataset shift: an experimental investigation. Data Min. Knowl. Discov. 38 (4) (2024)
Alejandro Moreo, Pablo González, Juan José del Coz
Kernel Density Estimation for Multiclass Quantification. CoRR (2024)
Alberto Castaño, Pablo González, Jaime Alonso González, Juan José del Coz
Matching Distributions Algorithms Based on the Earth Mover's Distance for Ordinal Quantification. IEEE Trans. Neural Networks Learn. Syst. 35 (1) (2024)
Olaya Pérez-Mon, Alejandro Moreo, Juan José del Coz, Pablo González
Quantification using Permutation-Invariant Networks based on Histograms. CoRR (2024)
Alberto Castaño, Jaime Alonso, Pablo González, Pablo Pérez, Juan José del Coz
QuantificationLib: A Python library for quantification and prevalence estimation. SoftwareX 26 (2024)
Alberto Castaño, Jaime Alonso, Pablo González, Juan José del Coz
An Equivalence Analysis of Binary Quantification Methods. AAAI (2023)
Mirko Bunse, Pablo González, Alejandro Moreo, Fabrizio Sebastiani
Report on the 3rd International Workshop onLearning to Quantify (LQ 2023). SIGKDD Explor. 25 (2) (2023)
Pablo González, Alejandro Moreo, Fabrizio Sebastiani
Binary Quantification and Dataset Shift: An Experimental Investigation. CoRR (2023)
Angel Martin, Pablo Losada, Carolina Fernández, Mikel Zorrilla, Zaloa Fernández, Álvaro Gabilondo, Juncal Uriol, Felipe Mogollon, Mikel Serón, Michalis Dalgitsis, Roberto Viola, Luis Pérez Roca, Carlos Giraldo Rodriguez, Pablo González, Anxo Tato, Joaquín Escudero, Alvaro Vazquez, Daniel Camps-Mur, Andrés Cárdenas, Carlos Herranz, Joan Josep Aleixendri, Rebeca Iglesias, Gianluca Cernigliaro, Mario Montagud, Pau Tomàs, Sergio Gimenez
Open-VERSO: a vision of 5G experimentation infrastructures, hurdles and challenges. CoRR (2023)
Juan José del Coz, Pablo González, Alejandro Moreo, Fabrizio Sebastiani
Report on the 1st International Workshop on Learning to Quantify (LQ 2021). SIGKDD Explor. 24 (1) (2022)
Pablo González
UniOviedo(Team1) at LeQua 2022: Sample-based quantification using deep learning. CLEF (Working Notes) (2022)
Martin Alcalde, Matias Ferreira, Pablo González, Federico Andrade, Gonzalo Tejera
DA-SLAM: Deep Active SLAM based on Deep Reinforcement Learning. LARS/SBR/WRE (2022)
Jorge Combo, Anxo Tato, José Joaquín Escudero Garzás, Luis Pérez Roca, Pablo González
Deep Learning based CP-OFDM Signal Classification with Data Augmentation. BlackSeaCom (2022)
Pablo González, Juan José del Coz
Histogram-based Deep Neural Network for Quantification. CIKM Workshops (2021)
Juan José del Coz, Pablo González, Alejandro Moreo, Fabrizio Sebastiani
Learning to Quantify: Methods and Applications (LQ 2021). CIKM (2021)
Sandra Morales, Ángela Bernabeu, Fernando López-Mir, Pablo González, Luis Luna, Valery Naranjo
BRAIM: A computer-aided diagnosis system for neurodegenerative diseases and brain lesion monitoring from volumetric analyses. Comput. Methods Programs Biomed. 145 (2017)
Pablo González, Jorge Díez, Nitesh V. Chawla, Juan José del Coz
Why is quantification an interesting learning problem? Prog. Artif. Intell. 6 (1) (2017)
Pablo González, Alberto Castaño, Nitesh V. Chawla, Juan José del Coz
A Review on Quantification Learning. ACM Comput. Surv. 50 (5) (2017)
Fernando López-Mir, Pablo González, Valery Naranjo, Eugenia Pareja, Mariano Alcañiz Raya, Jaime Solaz
Liver Segmentation on CT Images. A Fast Computational Method Based on 3D Morphology and a Statistical Filter. IWBBIO (2013)
José Barranquero, Pablo González, Jorge Díez, Juan José del Coz
On the study of nearest neighbor algorithms for prevalence estimation in binary problems. Pattern Recognit. 46 (2) (2013)
Pablo González, Eva Alvarez, José Barranquero, Jorge Díez, Rafael Gonzalez-Quiros, Enrique Nogueira, Angel Lopez-Urrutia, Juan José del Coz
Multiclass Support Vector Machines With Example-Dependent Costs Applied to Plankton Biomass Estimation. IEEE Trans. Neural Networks Learn. Syst. 24 (11) (2013)
Juan José Fuertes, Valery Naranjo, Pablo González, Ángela Bernabeu, Mariano Alcañiz Raya, Javier Sánchez
Multivoxel MR Spectroscopy Tool for Brain Cancer Detection in Neuronavigation - Performance. BIODEVICES (2012)
Daniel Calvo, Pablo González, Luis Diaz, Hector Posadas, Pablo Sánchez, Eugenio Villar, Andrea Acquaviva, Enrico Macii
A Multi-Processing Systems-on-Chip Native Simulation Framework for Power and Thermal-Aware Design. J. Low Power Electron. 7 (1) (2011)
Roberto Araya, Abelino Jiménez, Manuel Bahamondez, Pablo Dartnell, Jorge Soto Andrade, Pablo González, Patricio Calfucura
Strategies Used by Students on a Massively Multiplayer Online Mathematics Game. ICWL (2011)
Juan D. Velásquez, Pablo González
Expanding the Possibilities of Deliberation: The Use of Data Mining for Strengthening Democracy with an Application to Education Reform. Inf. Soc. 26 (1) (2010)