Morphological algorithms for visual analysis of integrated circuits. - Jordi Vitrià; Xavier Binefa; Juan José Villanueva (J. Vis. Commun. Image Represent., 1992)

Texture Classification Using Neural Networks and Local Granulometries. - Cristophe Gratin; Jordi Vitrià; Francesc Moreso; Daniel Serón (ISMM, 1994)

3×3 decomposition of circular structuring elements. - María Vanrell 001; Jordi Vitrià (ICIP (3), 1996)

A contrast-based focusing criterium. - Xavier Binefa; Jordi Vitrià (ICPR, 1996)

ViLi (Vision LISP): a software environment for teaching image processing and analysis. - Javier Sánchez; Jordi Vitrià (ITiCSE, 1996)

Reconstructing 3D light microscopic images using the EM algorithm. - Jordi Vitrià; Jorge Llacer (Pattern Recognit. Lett., 1996)

Optimal 3 x 3 decomposable disks for morphological transformations. - María Vanrell 001; Jordi Vitrià (Image Vis. Comput., 1997)

A multidimensional scaling approach to explore the behavior of a texture perception algorithm. - María Vanrell 001; Jordi Vitrià; F. Xavier Roca (Mach. Vis. Appl., 1997)

EigenHistograms: Using Low Dimensional Models of Color Distribution for Real Time Object Recognition. - Jordi Vitrià; Petia Radeva; Xavier Binefa (CAIP, 1999)

Local Color Analysis for Scene Break Detection Applied to TV Commercials Recognition. - Juan María Sánchez; Xavier Binefa; Jordi Vitrià; Petia Radeva (VISUAL, 1999)

Tracking of Elongated Structures Using Statistical Snakes. - Ricardo Toledo; Xavier Orriols; Xavier Binefa; Petia Radeva; Jordi Vitrià; Juan José Villanueva (CVPR, 2000)

A Comparison of Global versus Local Color Histograms for Object Recognition. - David Guillamet; Jordi Vitrià (ICPR, 2000)

Probabilistic Saliency Approach for Elongated Structure Detection Using Deformable Models. - Xavier Orriols; Ricardo Toledo; Xavier Binefa; Petia Radeva; Jordi Vitrià; Juan José Villanueva (ICPR, 2000)

Eigensnakes for Vessel Segmentation in Angiography. - Ricardo Toledo; Xavier Orriols; Petia Radeva; Xavier Binefa; Jordi Vitrià; Cristina Cañero Morales; Juan José Villanueva (ICPR, 2000)

Eigenfiltering for Flexible Eigentracking (EFE). - Fernando De la Torre; Javier Melenchón; Jordi Vitrià; Petia Radeva (ICPR, 2000)

Local Discriminant Regions Using Support Vector Machines for Object Recognition. - David Guillamet; Jordi Vitrià (SSPR/SPR, 2000)

Learning mixture models using a genetic version of the EM algorithm. - Aleix M. Martínez; Jordi Vitrià (Pattern Recognit. Lett., 2000)

Linking Visual Cues and Semantic Terms Under Specific Digital Video Domains. - Juan María Sánchez; Xavier Binefa; Jordi Vitrià; Petia Radeva (J. Vis. Lang. Comput., 2000)

Unsupervised Learning of Part-Based Representations. - David Guillamet; Jordi Vitrià (CAIP, 2001)

Using an ICA Representation of High Dimensional Data for Object Recognition and Classification. - Marco Bressan 001; David Guillamet; Jordi Vitrià (CVPR (1), 2001)

A Weighted Non-Negative Matrix Factorization for Local Representations. - David Guillamet; Marco Bressan 001; Jordi Vitrià (CVPR (1), 2001)

Discriminant Basis for Object Classification. - David Guillamet; Jordi Vitrià (ICIAP, 2001)

Region-based approach for discriminant snakes. - Jordi Vitrià; Petia Radeva (ICIP (2), 2001)

Independent Modes of Variation in Point Distribution Models. - Marco Bressan 001; Jordi Vitrià (IWVF, 2001)

Topological principal component analysis for face encoding and recognition. - Albert Pujol; Jordi Vitrià; Felipe Lumbreras; Juan José Villanueva (Pattern Recognit. Lett., 2001)

Clustering in image space for place recognition and visual annotations for human-robot interaction. - Aleix M. Martínez; Jordi Vitrià (IEEE Trans. Syst. Man Cybern. Part B, 2001)

Feature Subset Selection in an ICA Space. - Marco Bressan 001; Jordi Vitrià (CCIA, 2002)

Non-negative Matrix Factorization for Face Recognition. - David Guillamet; Jordi Vitrià (CCIA, 2002)

Bayesian Classification for Inspection of Industrial Products. - Petia Radeva; Marco Bressan 001; A. Tovar; Jordi Vitrià (CCIA, 2002)

Improving Naive Bayes Using Class-Conditional ICA. - Marco Bressan 001; Jordi Vitrià (IBERAMIA, 2002)

Analyzing Non-Negative Matrix Factorization for Image Classification. - David Guillamet; Bernt Schiele; Jordi Vitrià (ICPR (2), 2002)

Determining a Suitable Metric when Using Non-Negative Matrix Factorization. - David Guillamet; Jordi Vitrià (ICPR (2), 2002)

Shot Partitioning Based Recognition of TV Commercials. - Juan María Sánchez; Xavier Binefa; Jordi Vitrià (Multim. Tools Appl., 2002)

Local Appearance-Based Models using High-Order Statistics of Image Features. - Baback Moghaddam; David Guillamet; Jordi Vitrià (CVPR (1), 2003)

Modeling High-Order Dependencies in Local Appearance Models. - David Guillamet; Baback Moghaddam; Jordi Vitrià (IbPRIA, 2003)

An Experimental Evaluation of K-nn for Linear Transforms of Positive Data. - David Guillamet; Jordi Vitrià (IbPRIA, 2003)

An Experimental Comparison of Dimensionality Reduction for Face Verification Methods. - David Masip; Jordi Vitrià (IbPRIA, 2003)

Higher-order dependencies in local appearance models. - David Guillamet; Baback Moghaddam; Jordi Vitrià (ICIP (1), 2003)

On the Selection and Classification of Independent Features. - Marco Bressan 001; Jordi Vitrià (IEEE Trans. Pattern Anal. Mach. Intell., 2003)

Using an ICA representation of local color histograms for object recognition. - Marco Bressan 001; David Guillamet; Jordi Vitrià (Pattern Recognit., 2003)

Nonparametric discriminant analysis and nearest neighbor classification. - Marco Bressan 001; Jordi Vitrià (Pattern Recognit. Lett., 2003)

Evaluation of distance metrics for recognition based on non-negative matrix factorization. - David Guillamet; Jordi Vitrià (Pattern Recognit. Lett., 2003)

Introducing a weighted non-negative matrix factorization for image classification. - David Guillamet; Jordi Vitrià; Bernt Schiele (Pattern Recognit. Lett., 2003)

Adaboost to Classify Plaque Appearance in IVUS Images. - Oriol Pujol; Petia Radeva; Jordi Vitrià; Josepa Mauri (CIARP, 2004)

Discriminant Projections Embedding for Nearest Neighbor Classification. - Petia Radeva; Jordi Vitrià (CIARP, 2004)

Multiclass Object Recognition Using Class-Conditional Independent Component Analysis. - Marco Bressan 001; David Guillamet; Jordi Vitrià (Cybern. Syst., 2004)

Identification of Intestinal Motility Events of Capsule Endoscopy Video Analysis. - Panagiota Spyridonos; Fernando Vilariño; Jordi Vitrià; Petia Radeva (ACIVS, 2005)

Feature Selection with Non-Parametric Mutual Information for Adaboost Learning. - Xavier Baró; Jordi Vitrià (CCIA, 2005)

Experimental Study of the Usefulness of External Face Features for Face Classification. - Àgata Lapedriza; David Masip; Jordi Vitrià (CCIA, 2005)

Real-Time Face Tracking for Context-Aware Computing. - Bogdan Raducanu; Jordi Vitrià (CCIA, 2005)

Are External Face Features Useful for Automatic Face Classification? - Àgata Lapedriza; David Masip; Jordi Vitrià (CVPR Workshops, 2005)

The Contribution of External Features to Face Recognition. - Àgata Lapedriza; David Masip; Jordi Vitrià (IbPRIA (2), 2005)

Experiments with SVM and Stratified Sampling with an Imbalanced Problem: Detection of Intestinal Contractions. - Fernando Vilariño; Panagiota Spyridonos; Jordi Vitrià; Petia Radeva (ICAPR (2), 2005)

Feature Extraction Methods for Real-Time Face Detection and Classification. - David Masip; Marco Bressan 001; Jordi Vitrià (EURASIP J. Adv. Signal Process., 2005)

Feature extraction for nearest neighbor classification: Application to gender recognition. - David Masip; Jordi Vitrià (Int. J. Intell. Syst., 2005)

An ensemble-based method for linear feature extraction for two-class problems. - David Masip; Ludmila Kuncheva; Jordi Vitrià (Pattern Anal. Appl., 2005)

Real-time object detection using an evolutionary boosting strategy. - Xavier Baró; Jordi Vitrià (CCIA, 2006)

Linear Radial Patterns Characterization for Automatic Detection of Tonic Intestinal Contractions. - Fernando Vilariño; Panagiota Spyridonos; Jordi Vitrià; Carolina Malagelada; Petia Radeva (CIARP, 2006)

A Machine Learning Framework Using SOMs: Applications in the Intestinal Motility Assessment. - Fernando Vilariño; Panagiota Spyridonos; Jordi Vitrià; Carolina Malagelada; Petia Radeva (CIARP, 2006)

Face Verification using External Features. - Àgata Lapedriza; David Masip; Jordi Vitrià (FGR, 2006)

A Robust Particle Filter-Based Face Tracker Using Combination of Color and Geometric Information. - Bogdan Raducanu; Jordi Vitrià (ICIAR (1), 2006)

Gender Recognition in Non Controlled Environments. - Àgata Lapedriza; Manuel J. Marín-Jiménez; Jordi Vitrià (ICPR (3), 2006)

Automatic Detection of Intestinal Juices in Wireless Capsule Video Endoscopy. - Fernando Vilariño; Panagiota Spyridonos; Oriol Pujol; Jordi Vitrià; Petia Radeva (ICPR (4), 2006)

Anisotropic Feature Extraction from Endoluminal Images for Detection of Intestinal Contractions. - Panagiota Spyridonos; Fernando Vilariño; Jordi Vitrià; Fernando Azpiroz; Petia Radeva (MICCAI (2), 2006)

On the Use of External Face Features for Identity Verification. - Àgata Lapedriza; David Masip; Jordi Vitrià (J. Multim., 2006)

Discriminant ECOC: A Heuristic Method for Application Dependent Design of Error Correcting Output Codes. - Oriol Pujol; Petia Radeva; Jordi Vitrià (IEEE Trans. Pattern Anal. Mach. Intell., 2006)

Boosted discriminant projections for nearest neighbor classification. - David Masip; Jordi Vitrià (Pattern Recognit., 2006)

Incremental Subspace Learning for Cognitive Visual Processes. - Bogdan Raducanu; Jordi Vitrià (BVAI, 2007)

Eigenmotion-Based Detection of Intestinal Contractions. - Laura Igual; Santi Seguí; Jordi Vitrià; Fernando Azpiroz; Petia Radeva (CAIP, 2007)

Weighted Dissociated Dipoles for Evolutive Learning. - Xavier Baró; Jordi Vitrià (CCIA, 2007)

Beyond the user: A review of socially aware computing. - Jordi Vitrià (CCIA, 2007)

A Semi-supervised Learning Method for Motility Disease Diagnostic. - Santi Seguí; Laura Igual; Petia Radeva; Carolina Malagelada; Fernando Azpiroz; Jordi Vitrià (CIARP, 2007)

Online Learning for Human-Robot Interaction. - Bogdan Raducanu; Jordi Vitrià (CVPR, 2007)

A Hierarchical Approach for Multi-task Logistic Regression. - Àgata Lapedriza; David Masip; Jordi Vitrià (IbPRIA (2), 2007)

Incremental On-Line Topological Map Learning for A Visual Homing Application. - Elvina Motard; Bogdan Raducanu; Viviane Cadenat; Jordi Vitrià (ICRA, 2007)

Face verification by sharing knowledge from different subjects. - David Masip; Àgata Lapedriza; Jordi Vitrià (VISAPP (2), 2007)

Pushing it to the Limit: Adaptation with Dynamically Switching Gain Control. - Matthias Sven Keil; Jordi Vitrià (EURASIP J. Adv. Signal Process., 2007)

Bayesian Classification of Cork Stoppers Using Class-Conditional Independent Component Analysis. - Jordi Vitrià; Marco Bressan 001; Petia Radeva (IEEE Trans. Syst. Man Cybern. Part C, 2007)

On the use of independent tasks for face recognition. - Àgata Lapedriza; David Masip; Jordi Vitrià (CVPR, 2008)

Evolutionary Object Detection by Means of Naïve Bayes Models Estimation. - Xavier Baró; Jordi Vitrià (EvoWorkshops, 2008)

Weighted Dissociated Dipoles: An Extended Visual Feature Set. - Xavier Baró; Jordi Vitrià (ICVS, 2008)

Diagnostic System for Intestinal Motility Disfunctions Using Video Capsule Endoscopy. - Santi Seguí; Laura Igual; Fernando Vilariño; Petia Radeva; Carolina Malagelada; Fernando Azpiroz; Jordi Vitrià (ICVS, 2008)

Subject Recognition Using a New Approach for Feature Selection. - Àgata Lapedriza; David Masip; Jordi Vitrià (VISAPP (2), 2008)

Multitask Learning - An Application to Incremental Face Recognition. - David Masip; Àgata Lapedriza; Jordi Vitrià (VISAPP (1), 2008)

Face Recognition by Artificial Vision Systems: a Cognitive Perspective. - Bogdan Raducanu; Jordi Vitrià (Int. J. Pattern Recognit. Artif. Intell., 2008)

A sparse Bayesian approach for joint feature selection and classifier learning. - Àgata Lapedriza; Santi Seguí; David Masip; Jordi Vitrià (Pattern Anal. Appl., 2008)

Non-parametric distance-based classification techniques and their applications. - Filiberto Pla; Petia Radeva; Jordi Vitrià (Pattern Anal. Appl., 2008)

Online nonparametric discriminant analysis for incremental subspace learning and recognition. - Bogdan Raducanu; Jordi Vitrià (Pattern Anal. Appl., 2008)

Learning to learn: From smart machines to intelligent machines. - Bogdan Raducanu; Jordi Vitrià (Pattern Recognit. Lett., 2008)

Shared Feature Extraction for Nearest Neighbor Face Recognition. - David Masip; Jordi Vitrià (IEEE Trans. Neural Networks, 2008)

Generic Object Recognition in Urban Image Databases. - Xavier Baró; Sergio Escalera; Petia Radeva; Jordi Vitrià (CCIA, 2009)

A First Approach to Activity Recognition using Topic Models. - Pierluigi Casale; Oriol Pujol; Petia Radeva; Jordi Vitrià (CCIA, 2009)

Text Detection in Urban Scenes. - Sergio Escalera; Xavier Baró; Jordi Vitrià; Petia Radeva (CCIA, 2009)

Measuring Interest of Human Dyadic Interactions. - Sergio Escalera; Oriol Pujol; Petia Radeva; Jordi Vitrià (CCIA, 2009)

Dominance detection in face-to-face conversations. - Sergio Escalera; R. M. Martinez; Jordi Vitrià; Petia Radeva; María Teresa Anguera (CVPR Workshops, 2009)

You are fired! Nonverbal role analysis in competitive meetings. - Bogdan Raducanu; Jordi Vitrià; Daniel Gatica-Perez (ICASSP, 2009)

Visual content layer for scalable object recognition in urban image databases. - Xavier Baró; Sergio Escalera; Petia Radeva; Jordi Vitrià (ICME, 2009)

Probabilistic Darwin Machines for Object Detection. - Xavier Baró; Jordi Vitrià (IPCV, 2009)

Traffic Sign Recognition Using Evolutionary Adaboost Detection and Forest-ECOC Classification. - Xavier Baró; Sergio Escalera; Jordi Vitrià; Oriol Pujol; Petia Radeva (IEEE Trans. Intell. Transp. Syst., 2009)

Boosted Online Learning for Face Recognition. - David Masip; Àgata Lapedriza; Jordi Vitrià (IEEE Trans. Syst. Man Cybern. Part B, 2009)

Aligning endoluminal scene sequences in wireless capsule endoscopy. - Michal Drozdzal; Laura Igual; Jordi Vitrià; Carolina Malagelada; Fernando Azpiroz; Petia Radeva (CVPR Workshops, 2010)

Automatic point-based facial trait judgments evaluation. - Mario Rojas Quiñones; David Masip; Alexander Todorov; Jordi Vitrià (CVPR, 2010)

Modelling and analyzing multimodal dyadic interactions using social networks. - Sergio Escalera; Petia Radeva; Jordi Vitrià; Xavier Baró; Bogdan Raducanu (ICMI-MLMI, 2010)

Weighted Bagging for Graph Based One-Class Classifiers. - Santi Seguí; Laura Igual; Jordi Vitrià (MCS, 2010)

Automatic Detection of Dominance and Expected Interest. - Sergio Escalera; Oriol Pujol; Petia Radeva; Jordi Vitrià; María Teresa Anguera (EURASIP J. Adv. Signal Process., 2010)

Online pattern recognition and machine learning techniques for computer-vision: Theory and applications. - Bogdan Raducanu; Jordi Vitrià; Ales Leonardis (Image Vis. Comput., 2010)

Intestinal Motility Assessment With Video Capsule Endoscopy: Automatic Annotation of Phasic Intestinal Contractions. - Fernando Vilariño; Panagiota Spyridonos; Fosca De Iorio; Jordi Vitrià; Fernando Azpiroz; Petia Radeva (IEEE Trans. Medical Imaging, 2010)

Predicting dominance judgements automatically: A machine learning approach. - Mario Rojas Quiñones; David Masip; Jordi Vitrià (FG, 2011)

Interactive Labeling of WCE Images. - Michal Drozdzal; Santi Seguí; Carolina Malagelada; Fernando Azpiroz; Jordi Vitrià; Petia Radeva (IbPRIA, 2011)

Automatic Detection of Facial Feature Points via HOGs and Geometric Prior Models. - Mario Rojas Quiñones; David Masip; Jordi Vitrià (IbPRIA, 2011)

A cluster-based strategy for active learning of RGB-D object detectors. - Arturo Bonnin; Ricard Borràs; Jordi Vitrià (ICCV Workshops, 2011)

Traffic-Sign Recognition Systems. - Sergio Escalera; Xavier Baró; Oriol Pujol; Jordi Vitrià; Petia Radeva (Springer, 2011)

On the Design of Low Redundancy Error-Correcting Output Codes. - Miguel Ángel Bautista 001; Sergio Escalera; Xavier Baró; Oriol Pujol; Jordi Vitrià; Petia Radeva (Ensembles in Machine Learning Applications, 2011)

Human Relative Position Detection Based on Mutual Occlusion. - Víctor Borjas; Michal Drozdzal; Petia Radeva; Jordi Vitrià (CIARP, 2012)

Sketchable Histograms of Oriented Gradients for Object Detection. - Ekaterina Zaytseva; Santi Seguí; Jordi Vitrià (CIARP, 2012)

The Role of Facial Regions in Evaluating Social Dimensions. - David Masip Rodo; Alexander Todorov; Jordi Vitrià Marca (ECCV Workshops (2), 2012)

A search based approach to non maximum suppression in face detection. - Ekaterina Zaytseva; Jordi Vitrià (ICIP, 2012)

An Integrated Approach to Contextual Face Detection. - Santi Seguí; Michal Drozdzal; Petia Radeva; Jordi Vitrià (ICPRAM (2), 2012)

Active labeling: Application to wireless endoscopy analysis. - Petia Radeva; Michal Drozdzal; Santi Seguí; Laura Igual; Carolina Malagelada; Fernando Azpiroz; Jordi Vitrià (HPCS, 2012)

Selected papers from Iberian Conference on Pattern Recognition and Image Analysis. - Mario Hernández-Tejera; João Miguel Raposo Sanches; Jordi Vitrià (Pattern Recognit., 2012)

Minimal design of error-correcting output codes. - Miguel Ángel Bautista 001; Sergio Escalera; Xavier Baró; Petia Radeva; Jordi Vitrià; Oriol Pujol (Pattern Recognit. Lett., 2012)

Social Network Extraction and Analysis Based on Multimodal Dyadic Interaction. - Sergio Escalera; Xavier Baró; Jordi Vitrià; Petia Radeva; Bogdan Raducanu (Sensors, 2012)

Categorization and Segmentation of Intestinal Content Frames for Wireless Capsule Endoscopy. - Santi Seguí; Michal Drozdzal; Fernando Vilariño; Carolina Malagelada; Fernando Azpiroz; Petia Radeva; Jordi Vitrià (IEEE Trans. Inf. Technol. Biomed., 2012)

Gradient Histogram Background Modeling for People Detection in Stationary Camera Environments. - Víctor Borjas; Jordi Vitrià; Petia Radeva (MVA, 2013)

A new image centrality descriptor for wrinkle frame detection in WCE videos. - Santi Seguí; Ekaterina Zaytseva; Michal Drozdzal; Carolina Malagelada; Fernando Azpiroz; Petia Radeva; Jordi Vitrià (MVA, 2013)

Adaptable image cuts for motility inspection using WCE. - Michal Drozdzal; Santi Seguí; Jordi Vitrià; Carolina Malagelada; Fernando Azpiroz; Petia Radeva (Comput. Medical Imaging Graph., 2013)

Bagged One-Class Classifiers in the Presence of Outliers. - Santi Seguí; Laura Igual; Jordi Vitrià (Int. J. Pattern Recognit. Artif. Intell., 2013)

An Application for Efficient Error-Free Labeling of Medical Images. - Michal Drozdzal; Santi Seguí; Petia Radeva; Carolina Malagelada; Fernando Azpiroz; Jordi Vitrià (Multimodal Interaction in Image and Video Applications, 2013)

Intestinal event segmentation for endoluminal video analysis. - Michal Drozdzal; Jordi Vitrià; Santi Seguí; Carolina Malagelada; Fernando Azpiroz; Petia Radeva (ICIP, 2014)

Detection of Wrinkle Frames in Endoluminal Videos Using Betweenness Centrality Measures for Images. - Santi Seguí; Michal Drozdzal; Ekaterina Zaytseva; Carolina Malagelada; Fernando Azpiroz; Petia Radeva; Jordi Vitrià (IEEE J. Biomed. Health Informatics, 2014)

Learning to count with deep object features. - Santi Seguí; Oriol Pujol; Jordi Vitrià (CVPR Workshops, 2015)

Motility bar: A new tool for motility analysis of endoluminal videos. - Michal Drozdzal; Santi Seguí; Petia Radeva; Carolina Malagelada; Fernando Azpiroz; Jordi Vitrià (Comput. Biol. Medicine, 2015)

Deep Learning Features for Wireless Capsule Endoscopy Analysis. - Santi Seguí; Michal Drozdzal; Guillem Pascual; Petia Radeva; Carolina Malagelada; Fernando Azpiroz; Jordi Vitrià (CIARP, 2016)

Generic feature learning for wireless capsule endoscopy analysis. - Santi Seguí; Michal Drozdzal; Guillem Pascual; Petia Radeva; Carolina Malagelada; Fernando Azpiroz; Jordi Vitrià (Comput. Biol. Medicine, 2016)

Let's Open the Black Box of Deep Learning! - Jordi Vitrià (eBISS, 2017)

Uncertainty Gated Network for Land Cover Segmentation. - Guillem Pascual; Santi Seguí; Jordi Vitrià (CVPR Workshops, 2018)

Uncertainty Modelling in Deep Networks: Forecasting Short and Noisy Series. - Axel Brando; José A. Rodríguez-Serrano; Mauricio Ciprian; Roberto Maestre; Jordi Vitrià (ECML/PKDD (3), 2018)

Uncertainty Estimation for Black-Box Classification Models: A Use Case for Sentiment Analysis. - José Mena; Axel Brando; Oriol Pujol; Jordi Vitrià (IbPRIA (1), 2019)

Using the Triplet Loss for Domain Adaptation in WCE. - Pablo Laiz; Jordi Vitrià; Santi Seguí (ICCV Workshops, 2019)

Explaining Visual Models by Causal Attribution. - Álvaro Parafita; Jordi Vitrià (ICCV Workshops, 2019)

Modelling heterogeneous distributions with an Uncountable Mixture of Asymmetric Laplacians. - Axel Brando; José A. Rodríguez-Serrano; Jordi Vitrià; Alberto Rubio (NeurIPS, 2019)

Analysis of Vocational Education and Training and the Labour Market in Catalonia. A Data-Driven Approach. - José Mena; Marc Torrent-Moreno; Daniel González; Laura Portell; Oriol Pujol; Jordi Vitrià (PKDD/ECML Workshops (1), 2019)

Dirichlet uncertainty wrappers for actionable algorithm accuracy accountability and auditability. - José Mena; Oriol Pujol; Jordi Vitrià (CoRR, 2019)

Dirichlet uncertainty wrappers for actionable algorithm accuracy accountability and auditability. - José Mena Roldán; Oriol Pujol Vila; Jordi Vitrià Marca (FAT*, 2020)

Building Uncertainty Models on Top of Black-Box Predictive APIs. - Axel Brando; Damià Torres; José A. Rodríguez-Serrano; Jordi Vitrià (IEEE Access, 2020)

Uncertainty-Based Rejection Wrappers for Black-Box Classifiers. - José Mena; Oriol Pujol; Jordi Vitrià (IEEE Access, 2020)

WCE polyp detection with triplet based embeddings. - Pablo Laiz; Jordi Vitrià; Hagen Wenzek; Carolina Malagelada; Fernando Azpiroz; Santi Seguí (Comput. Medical Imaging Graph., 2020)

Causal Inference with Deep Causal Graphs. - Álvaro Parafita; Jordi Vitrià (CoRR, 2020)

Uncertainty-Based Human-in-the-Loop Deep Learning for Land Cover Segmentation. - Carlos García Rodríguez; Jordi Vitrià; Oscar Mora 001 (Remote. Sens., 2020)

ResNet. - Isabel Amaya-Rodriguez; Javier Civit-Masot; Francisco Luna-Perejon; Lourdes Duran-Lopez; Alexander Rakhlin; Sergey I. Nikolenko; Satoshi Kondo; Pablo Laiz; Jordi Vitrià; Santi Seguí; Patrick Brandao (Computer-Aided Analysis of Gastrointestinal Videos, 2021)

Deep Causal Graphs for Causal Inference, Black-Box Explainability and Fairness. - Álvaro Parafita; Jordi Vitrià (CCIA, 2021)

Graph Convolutional Embeddings for Recommender Systems. - Paula Gómez Duran; Alexandros Karatzoglou; Jordi Vitrià; Xin Xin 003; Ioannis Arapakis (IEEE Access, 2021)

Algorithmic Causal Effect Identification with causaleffect. - Martí Pedemonte; Jordi Vitrià; Álvaro Parafita (CoRR, 2021)

Deep Non-crossing Quantiles through the Partial Derivative. - Axel Brando; Joan Gimeno; José A. Rodríguez-Serrano; Jordi Vitrià (AISTATS, 2022)

Object Segmentation of Cluttered Airborne LiDAR Point Clouds. - Mariona Carós; Ariadna Just; Santi Seguí; Jordi Vitrià (CCIA, 2022)

Contextual TV Show Recommendation. - Paula Gómez Duran; Jordi Vitrià (CCIA, 2022)

Time-coherent embeddings for Wireless Capsule Endoscopy. - Guillem Pascual; Jordi Vitrià; Santi Seguí (ICPR, 2022)

Estimand-Agnostic Causal Query Estimation With Deep Causal Graphs. - Álvaro Parafita; Jordi Vitrià (IEEE Access, 2022)

Time-based self-supervised learning for Wireless Capsule Endoscopy. - Guillem Pascual; Pablo Laiz; Albert García; Hagen Wenzek; Jordi Vitrià; Santi Seguí (Comput. Biol. Medicine, 2022)

A Survey on Uncertainty Estimation in Deep Learning Classification Systems from a Bayesian Perspective. - José Mena; Oriol Pujol; Jordi Vitrià (ACM Comput. Surv., 2022)

Addressing Scale and Density Challenges in LiDAR Point Classification. - Mariona Carós; Ariadna Just; Santi Seguí; Jordi Vitrià (CCIA, 2023)

Automated Cleanliness Scoring and Digestive Content Segmentation for Capsule Endoscopy. - Pere Gilabert; Carolina Malagelada; Hagen Wenzek; Jordi Vitrià; Santi Seguí (CCIA, 2023)

Self-Supervised Pre-Training Boosts Semantic Scene Segmentation on LiDAR data. - Mariona Carós; Ariadna Just; Santi Seguí; Jordi Vitrià (MVA, 2023)

Leveraging Embedding Information to Create Video Capsule Endoscopy Datasets. - Pere Gilabert; Carolina Malagelada; Hagen Wenzek; Jordi Vitrià; Santi Seguí (MVA, 2023)

Exploiting Causal Knowledge During CATE Estimation Using Tree Based Metalearners. - Roger Pros; Jordi Vitrià (PKDD/ECML Workshops (4), 2023)

Contextual dataset from a Public Service Media. - Paula Gómez Duran; Jordi Vitrià; Axel Brando (Zenodo, 2023)

User-Item interactions dataset from a Public Service Media. - Paula Gómez Duran; Jordi Vitrià (Zenodo, 2023)

Self-supervised out-of-distribution detection in wireless capsule endoscopy images. - Arnau Quindós; Pablo Laiz; Jordi Vitrià; Santi Seguí (Artif. Intell. Medicine, 2023)

Anatomical landmarks localization for capsule endoscopy studies. - Pablo Laiz; Jordi Vitrià; Pere Gilabert; Hagen Wenzek; Carolina Malagelada; Angus J. M. Watson; Santi Seguí (Comput. Medical Imaging Graph., 2023)

Machine and deep learning for longitudinal biomedical data: a review of methods and applications. - Anna Cascarano; Jordi Mur-Petit; Jerónimo Hernández-González; Marina Camacho; Nina de Toro Eadie; Polyxeni Gkontra; Marc Chadeau-Hyam; Jordi Vitrià; Karim Lekadir (Artif. Intell. Rev., 2023)

Neural Networks with Causal Graph Constraints: A New Approach for Treatment Effects Estimation. - Roger Pros; Jordi Vitrià (CoRR, 2024)

Industrial-Grade Time-Dependent Counterfactual Root Cause Analysis through the Unanticipated Point of Incipient Failure: a Proof of Concept. - Alexandre Trilla; Rajesh Rajendran; Ossee Yiboe; Quentin Possamaï; Nenad Mijatovic; Jordi Vitrià (CoRR, 2024)

Industrial-Grade Smart Troubleshooting through Causal Technical Language Processing: a Proof of Concept. - Alexandre Trilla; Ossee Yiboe; Nenad Mijatovic; Jordi Vitrià (CoRR, 2024)

Using LLMs for Explaining Sets of Counterfactual Examples to Final Users. - Arturo Fredes; Jordi Vitrià (CoRR, 2024)

Effective Training and Inference Strategies for Point Classification in LiDAR Scenes. - Mariona Carós; Ariadna Just; Santi Seguí; Jordi Vitrià (Remote. Sens., 2024)

Overcoming Diverse Undesired Effects in Recommender Systems: A Deontological Approach. - Paula Gómez Duran; Pere Gilabert; Santi Seguí; Jordi Vitrià (ACM Trans. Intell. Syst. Technol., 2024)

Preventing Spurious Interactions: A New Inductive Bias for Accurate Treatment Effect Estimation. - Roger Pros; Jordi Vitrià (IEEE Access, 2025)

Optimizing Reachability in Graph-Based Recommender Systems. - Alex Martinez; Federico Cinus; Francesco Bonchi; Jordi Vitrià (ACM Trans. Intell. Syst. Technol., 2025)