Juan-Carlos Perez-Cortes

74 papers A 1B 7C 4Misc 5Journal 28Unranked 29

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Explaining Machine Learning Predictive Models through Conditional Expectation Methods. CoRR Silvia Ruiz-España, Laura Arnal, François Signol, Juan-Carlos Perez-Cortes, Joaquim Arlandis
2025	J	`jnl`	A machine learning approach for type 2 diabetes diagnosis and prognosis using tailored heterogeneous feature subsets. Medical Biol. Eng. Comput. Jose Ramón Navarro-Cerdán, Pedro Pons-Suñer, Laura Arnal, Joaquim Arlandis, Rafael Llobet, Juan-Carlos Perez-Cortes, Francisco Lara-Hernández, Celeste Moya-Valera, Maria Elena Quiroz-Rodriguez, Gemma Rojo-Martinez, Sergio Valdés, Eduard Montanya, Alfonso L. Calle-Pascual, Josep Franch-Nadal, Elias Delgado, Luis Castaño, Ana-Bárbara García-García, Felipe Javier Chaves
2025	J	`jnl`	Feature Identification Using Hypotheses of Relevance and a 2D-Cascade of SEQENS Ensembles. Expert Syst. J. Knowl. Eng. Joaquim Arlandis, Rafael Llobet, Jose Ramón Navarro-Cerdán, Laura Arnal, François Signol, Juan-Carlos Perez-Cortes
2025	J	`jnl`	Identification of relevant features using SEQENS to improve supervised machine learning models predicting AML treatment outcome. BMC Medical Informatics Decis. Mak. Pedro Pons-Suñer, François Signol, Noemi Alvarez, Claudia Sargas, Sara Dorado, Jose Vicente Gil Ortí, Juan A. Delgado Sanchis, Marta Llop, Laura Arnal, Rafael Llobet, Juan-Carlos Perez-Cortes, Rosa Ayala, Eva Barragán
2025	J	`jnl`	Three-Blind Validation Strategy of Deep Learning Models for Image Segmentation. J. Imaging Andrés Larroza, Francisco Javier Pérez-Benito, Raquel Tendero, Juan-Carlos Perez-Cortes, Marta Román, Rafael Llobet
2025	J	`jnl`	WoodAD: A New Dataset and a Comparison of Deep Learning Approaches for Wood Anomaly Detection. Expert Syst. J. Knowl. Eng. Omar del Tejo Catalá, Javier Perez, Nicolás García Sastre, Juan-Carlos Perez-Cortes, Javier Del Ser
2024	—	`conf`	AI-based solutions for Industrial Equipment Use. I-ESA Workshops Ana Gómez-González, Rafael Espadas, Ignacio Trojaola, Ane Blázquez, José Ferreira, Jorge Calado, Dejan Stepec, Dragan Radolovic, Juan-Carlos Perez-Cortes, Nicolás García Sastre
2024	J	`jnl`	Alignment and Improvement of Shape-From-Silhouette Reconstructed 3D Objects. IEEE Access Alberto J. Pérez, Javier Pérez-Soler, Juan-Carlos Perez-Cortes, Jose Luis Guardiola
2024	—	`conf`	Comparative Analysis of 2D and 3D Visual Inspection Techniques for Precision Quality Assessment in Coffee Capsules. I-ESA Workshops Pau Garrigues Carbó, Mauro Fabrizioli, Javier Pérez Soler, Miguel Sanchis Hernández, Alessandro Liani, Juan-Carlos Perez-Cortes
2024	J	`jnl`	Improving the understanding of web user behaviors through machine learning analysis of eye-tracking data. User Model. User Adapt. Interact. Diana Castilla, Omar del Tejo Catalá, Patricia Pons, François Signol, Beatriz Rey, Carlos Suso-Ribera, Juan-Carlos Perez-Cortes
2023	C	`conf`	Advancing Towards Zero-Defect Manufacturing in the Plastic Injection Industry with Global and Local Explainability Approaches. IECON Javier Pérez Soler, Nicolás García Sastre, Andrés Martín Larroza Santacruz, Victor Sevilla Nuñez, Miraç Can Yüksel, Santiago Gálvez-Settier, Juan-Carlos Perez-Cortes
2023	J	`jnl`	Computer Vision on the Edge to Reduce Network Bandwidth Consumption and Computing Resources in Multi-view 3D Industrial Inspection without Hidden Surfaces. J. Signal Process. Syst. David Millán Escrivá, Javier Tendillo Ruiz, Pau Garrigues Carbó, Andrés Martín Larroza Santacruz, Guillermo Amat Gomariz, Javier Pérez-Soler, Jose Luis Guardiola, Juan-Carlos Perez-Cortes
2023	J	`jnl`	Probabilistic Pose Estimation From Multiple Hypotheses. IEEE Access Omar del Tejo Catalá, Jose Luis Guardiola, Javier Pérez Soler, David Millán Escrivá, Alberto J. Pérez, Juan-Carlos Perez-Cortes
2023	J	`jnl`	SEQENS: An ensemble method for relevant gene identification in microarray data. Comput. Biol. Medicine François Signol, Laura Arnal, J. Ramon Navarro-Cerdan, Rafael Llobet, Joaquim Arlandis, Juan-Carlos Perez-Cortes
2022	J	`jnl`	A deep learning framework to classify breast density with noisy labels regularization. Comput. Methods Programs Biomed. Hector Lopez-Almazan, Francisco Javier Pérez-Benito, Andrés Larroza, Juan-Carlos Perez-Cortes, Marina Pollán, Beatriz Pérez-Gómez, Dolores Salas-Trejo, María Casals, Rafael Llobet
2022	J	`jnl`	Extended a Priori Probability (EAPP): A Data-Driven Approach for Machine Learning Binary Classification Tasks. IEEE Access Vicent Ortiz Castelló, Francisco Javier Pérez-Benito, Omar del Tejo Catalá, Ismael Salvador Igual, Rafael Llobet, Juan-Carlos Perez-Cortes
2022	J	`jnl`	Improving Multi-View Camera Calibration Using Precise Location of Sphere Center Projection. Comput. Alberto J. Pérez, Javier Pérez-Soler, Juan-Carlos Perez-Cortes, Jose Luis Guardiola
2022	—	`conf`	Manufacturing Data Security, Trustiness and Traceability. I-ESA Workshops Javier Pérez-Soler, Pau Garrigues, Imanol Fuidio, Stefan Wellsandt, Gennady Laventman, Mohammad Amin Khodamoradi, Santiago Gálvez-Settier, Juan-Carlos Perez-Cortes
2021	J	`jnl`	Bias Analysis on Public X-Ray Image Datasets of Pneumonia and COVID-19 Patients. IEEE Access Omar del Tejo Catalá, Ismael Salvador Igual, Francisco Javier Pérez-Benito, David Millán Escrivá, Vicent Ortiz Castelló, Rafael Llobet, Juan-Carlos Perez-Cortes
2020	J	`jnl`	A deep learning system to obtain the optimal parameters for a threshold-based breast and dense tissue segmentation. Comput. Methods Programs Biomed. Francisco Javier Pérez-Benito, François Signol, Juan-Carlos Perez-Cortes, Alejandro Fuster Baggetro, Marina Pollán, Beatriz Pérez-Gómez, Dolores Salas-Trejo, María Casals, Inmaculada Martínez, Rafael Llobet
2020	J	`jnl`	High-Profile VRU Detection on Resource-Constrained Hardware Using YOLOv3/v4 on BDD100K. J. Imaging Vicent Ortiz Castelló, Ismael Salvador Igual, Omar del Tejo Catalá, Juan-Carlos Perez-Cortes
2020	J	`jnl`	Probabilistic Evaluation of 3D Surfaces Using Statistical Shape Models (SSM). Sensors Javier Pérez Soler, Jose Luis Guardiola, Alberto J. Pérez, Juan-Carlos Perez-Cortes
2020	J	`jnl`	Simple and precise multi-view camera calibration for 3D reconstruction. Comput. Ind. Alberto J. Pérez, Juan-Carlos Perez-Cortes, Jose Luis Guardiola
2019	J	`jnl`	Global parenchymal texture features based on histograms of oriented gradients improve cancer development risk estimation from healthy breasts. Comput. Methods Programs Biomed. Francisco Javier Pérez-Benito, François Signol, Juan-Carlos Perez-Cortes, Marina Pollán, Beatriz Pérez-Gómez, Dolores Salas-Trejo, María Casals, Inmaculada Martínez, Rafael Llobet
2018	J	`jnl`	A System for In-Line 3D Inspection without Hidden Surfaces. Sensors Juan-Carlos Perez-Cortes, Alberto J. Pérez Jiménez, Sergio Sáez-Barona, Jose Luis Guardiola, Ismael Salvador
2016	J	`jnl`	Composition of Constraint, Hypothesis and Error Models to improve interaction in Human-Machine Interfaces. Inf. Fusion J. Ramon Navarro-Cerdan, Rafael Llobet, Joaquim Arlandis, Juan-Carlos Perez-Cortes
2016	C	`conf`	The EMC2 Project on Embedded Microcontrollers: Technical Progress after Two Years. DSD Werner Weber, Alfred Hoess, Jan van Deventer, Frank Oppenheimer, Rolf Ernst, Adam Kostrzewa, Philippe Dore, Thierry Goubier, Haris Isakovic, Norbert Druml, Egon Wuchner, Daniel Schneider, Erwin Schoitsch, Eric Armengaud, Thomas Soderqvist, Massimo Traversone, Sascha Uhrig, Juan-Carlos Perez-Cortes, Sergio Sáez, Juha Kuusela, Mark van Helvoort, Xing Cai, Bjørn Nordmoen, Geir Yngve Paulsen, Hans Petter Dahle, Michael Geissel, Jürgen Salecker, Peter Tummeltshammer
2015	—	`conf`	BIMCV: Synergy between Peta Bytes of data in population medical imaging, computer aided diagnosis and AVR. MIE María de la Iglesia-Vayá, José María Salinas, Gonzalo M. Rojas, Juan-Carlos Perez-Cortes, Rafael Llobet, Miguel Cazorla, Jacobo Martínez, Luis Martí-Bonmatí, Ignacio Blanquer, Manuel Regaña, José Miguel Puig
2015	J	`jnl`	Batch-adaptive rejection threshold estimation with application to OCR post-processing. Expert Syst. Appl. J. Ramon Navarro-Cerdan, Joaquim Arlandis, Rafael Llobet, Juan-Carlos Perez-Cortes
2015	—	`conf`	Pattern Recognition in Embedded Systems: An Overview. DEXA (1) Juan-Carlos Perez-Cortes
2014	J	`jnl`	Semi-automated and fully automated mammographic density measurement and breast cancer risk prediction. Comput. Methods Programs Biomed. Rafael Llobet, Marina Pollán, Joaquín Antón, Josefa Miranda-García, María Casals, Inmaculada Martínez, Francisco Ruiz-Perales, Beatriz Pérez-Gómez, Dolores Salas-Trejo, Juan-Carlos Perez-Cortes
2013	Misc	`conf`	License Plate Recognition Using Weighted Finite-State Transducers and Different Evidence Combination Methods. IbPRIA Jorge Grande, Jose Luis Guardiola, Alberto J. Pérez Jiménez, Juan-Carlos Perez-Cortes
2012	—	`conf`	Two Methods for Filled-in Document Image Identification using Local Features. ICPRAM (1) Diego Carrion-Robles, Vicent Castello-Fos, Juan-Carlos Perez-Cortes, Joaquim Arlandis
2011	—	`conf`	Computer Vision Applications: Home, Office and Industry. DEXA Workshops Ismael Salvador, Javier Cano-Perez, Jose Luis Guardiola, Marc Albero, Diego Carrion, Juan-Carlos Perez-Cortes
2011	Misc	`conf`	Filled-in Document Identification Using Local Features and a Direct Voting Scheme. IbPRIA Joaquim Arlandis, Vicent Castello-Fos, Juan-Carlos Perez-Cortes
2011	—	`conf`	Improvement of Embedded Human-Machine Interfaces Combining Language, Hypothesis and Error Models. DEXA Workshops Juan-Carlos Perez-Cortes, Rafael Llobet, J. Ramon Navarro-Cerdan, Joaquim Arlandis
2011	—	`conf`	Quality Evaluation in a 3D Inspection System. DEXA Workshops Ismael Salvador, Diego Carrion, François Signol, Juan-Carlos Perez-Cortes, Sergio Sáez-Barona
2010	—	`conf`	A System for Real-Time Multi-View 3D Reconstruction. DEXA Workshops Leandro Gracia, Sergio Sáez-Barona, Diego Carrion, Ismael Salvador, Juan-Carlos Perez-Cortes
2010	—	`conf`	Demonstrations of Computer Vision Applications. DEXA Workshops Ismael Salvador, Juan-Carlos Perez-Cortes, Sergio Sáez-Barona, Diego Carrion, Leandro Gracia, Jose-Vicente Gavila, Jose Luis Guardiola, Joan-Vicent Puertos, Victor Diaz, Marc Albero, Luis Andreu, Joaquim Arlandis, Javier Cano-Perez, Rafael Llobet, Jose-Ramon Cerdan-Navarro
2010	—	`conf`	Efficient OCR Post-Processing Combining Language, Hypothesis and Error Models. SSPR/SPR Rafael Llobet, J. Ramon Navarro-Cerdan, Juan-Carlos Perez-Cortes, Joaquim Arlandis
2010	—	`conf`	Exploiting Parallelism in Multi-View Systems Using UML Activity Diagrams and OpenMP. DEXA Workshops Sergio Sáez-Barona, Ismael Salvador, Diego Carrion, Leandro Gracia, Juan-Carlos Perez-Cortes
2010	B	`conf`	OCR Post-processing Using Weighted Finite-State Transducers. ICPR Rafael Llobet, Jose-Ramon Cerdan-Navarro, Juan-Carlos Perez-Cortes, Joaquim Arlandis
2010	—	`conf`	Rejection Threshold Estimation for an Unknown Language Model in an OCR Task. SSPR/SPR Joaquim Arlandis, Juan-Carlos Perez-Cortes, J. Ramon Navarro-Cerdan, Rafael Llobet
2010	B	`conf`	User-Defined Expected Error Rate in OCR Postprocessing by Means of Automatic Threshold Estimation. ICFHR J. Ramon Navarro-Cerdan, Joaquim Arlandis, Juan-Carlos Perez-Cortes, Rafael Llobet
2010	B	`conf`	Using Field Interdependence to Improve Correction Performance in a Transducer-Based OCR Post-Processing System. ICFHR Juan-Carlos Perez-Cortes, Rafael Llobet, J. Ramon Navarro-Cerdan, Joaquim Arlandis
2009	A	`conf`	Identification of Very Similar Filled-in Forms with a Reject Option. ICDAR Joaquim Arlandis, Juan-Carlos Perez-Cortes, Emilio Ungria
2009	—	`conf`	Pattern Recognition with Embedded Systems Technology: A Survey. DEXA Workshops Juan-Carlos Perez-Cortes, Jose Luis Guardiola, Alberto J. Pérez Jiménez
2008	B	`conf`	A Model-Based Field Frame Detection for Handwritten Filled-in Forms. Document Analysis Systems Juan-Carlos Perez-Cortes, Luis Andreu, Joaquim Arlandis
2008	—	`conf`	High Occupancy Vehicle Detection. SSPR/SPR Alberto J. Pérez Jiménez, Jose Luis Guardiola, Juan-Carlos Perez-Cortes
2007	J	`jnl`	Computer-aided detection of prostate cancer. Int. J. Medical Informatics Rafael Llobet, Juan-Carlos Perez-Cortes, Alejandro H. Toselli, Alfons Juan
2006	—	`conf`	Approximate Nearest Neighbor Search using a Single Space-filling Curve and Multiple Representations of the Data Points. ICPR (2) Gloria Mainar-Ruiz, Juan-Carlos Perez-Cortes
2006	J	`jnl`	Genetic algorithms for linear feature extraction. Pattern Recognit. Lett. Alberto J. Pérez Jiménez, Juan-Carlos Perez-Cortes
2005	—	`conf`	Comparison of Feature Extraction Methods for Breast Cancer Detection. IbPRIA (2) Rafael Llobet, Roberto Paredes, Juan-Carlos Perez-Cortes
2004	—	`conf`	Comparison of Two Fast Nearest-Neighbour Search Methods in High-Dimensional Large-Sized Databases. SSPR/SPR Javier Cano-Perez, Juan-Carlos Perez-Cortes, Ismael Salvador
2003	J	`jnl`	Clustering of electrocardiograph signals in computer-aided Holter analysis. Comput. Methods Programs Biomed. David Cuesta-Frau, Juan-Carlos Perez-Cortes, Gabriela Andreu García
2003	Misc	`conf`	Computer-Aided Prostate Cancer Detection in Ultrasonographic Images. IbPRIA Rafael Llobet, Alejandro H. Toselli, Juan-Carlos Perez-Cortes, Alfons Juan
2003	C	`conf`	Fast Handwritten Recognition Using Continuous Distance Transformation. CIARP Joaquim Arlandis, Juan-Carlos Perez-Cortes
2003	C	`conf`	Musical Style Identification Using Grammatical Inference: The Encoding Problem. CIARP Pedro P. Cruz-Alcázar, Enrique Vidal, Juan-Carlos Perez-Cortes
2003	Misc	`conf`	Vehicle License Plate Segmentation in Natural Images. IbPRIA Javier Cano-Perez, Juan-Carlos Perez-Cortes
2002	—	`conf`	Feature Extraction Methods Applied to the Clustering of Electrocardiographic Signals. A Comparative Study. ICPR (3) David Cuesta-Frau, Juan-Carlos Perez-Cortes, Gabriela Andreu García, Daniel Novák
2002	—	`conf`	Genetic Algorithms for Exploratory Data Analysis. SSPR/SPR Alberto J. Pérez Jiménez, Juan-Carlos Perez-Cortes
2002	—	`conf`	Radial Projections for Non-Linear Feature Extraction. ICPR (2) Alberto J. Pérez Jiménez, Juan-Carlos Perez-Cortes
2002	—	`conf`	Rejection Strategies and Confidence Measures for a k- NN Classifier in an OCR Task. ICPR (1) Joaquim Arlandis, Juan-Carlos Perez-Cortes, Javier Cano-Perez
2002	—	`conf`	Training Set Expansion in Handwritten Character Recognition. SSPR/SPR Javier Cano-Perez, Juan-Carlos Perez-Cortes, Joaquim Arlandis, Rafael Llobet
2001	—	`conf`	Local Representations and a direct Voting Scheme for Face Recognition. PRIS Roberto Paredes, Juan-Carlos Perez-Cortes, Alfons Juan, Enrique Vidal
2000	—	`conf`	Fast and Accurate Handwritten Character Recognition Using Approximate Nearest Neighbours Search on Large Databases. SSPR/SPR Juan-Carlos Perez-Cortes, Rafael Llobet, Joaquim Arlandis
2000	B	`conf`	Handwritten Character Recognition using the Continuous Distance Transformation. ICPR Joaquim Arlandis, Juan-Carlos Perez-Cortes, Rafael Llobet
2000	B	`conf`	Stochastic Error-Correcting Parsing for OCR Post-Processing. ICPR Juan-Carlos Perez-Cortes, Juan-Carlos Amengual, Joaquim Arlandis, Rafael Llobet
1999	—	`conf`	Approximate nearest neighbor search using the extended general space-filling curves heuristic. Data Structures, Near Neighbor Searches, and Methodology Juan-Carlos Perez-Cortes, Enrique Vidal
1998	—	`conf`	An Approximate Nearest Neighbours Search Algorithm Based on the Extended General Spacefilling Curves Heuristic. SSPR/SPR Juan-Carlos Perez-Cortes, Enrique Vidal
1998	B	`conf`	The extended general spacefilling curves heuristic. ICPR Juan-Carlos Perez-Cortes, Enrique Vidal
1994	J	`jnl`	Optimum polygonal approximation of digitized curves. Pattern Recognit. Lett. Juan-Carlos Perez-Cortes, Enrique Vidal
1993	Misc	`conf`	Constructive Design of LVQ and DSM Classifiers. IWANN Juan-Carlos Perez-Cortes, Enrique Vidal
1992	—	`conf`	An algorithm for the optimum piecewise linear approximation of digitized curves. ICPR (3) Juan-Carlos Perez-Cortes, Enrique Vidal