Oriol Pujol

Entropy, 2021

Quantile Encoder: Tackling High Cardinality Categorical Features in Regression Problems.

[BibT_eX]

[DOI]

Proceedings of the Modeling Decisions for Artificial Intelligence, 2021

Combining Simulations and Machine Learning for Efficient Prediction of Process Parameters Evolution in Injection Moulding.

[BibT_eX]

[DOI]

Albert Abio

Francesc Bonada

Proceedings of the Artificial Intelligence Research and Development, 2021

2020

Environmental Adaptation and Differential Replication in Machine Learning.

[BibT_eX]

[DOI]

Entropy, 2020

Differential Replication in Machine Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Copying Machine Learning Classifiers.

[BibT_eX]

[DOI]

IEEE Access, 2020

Uncertainty-Based Rejection Wrappers for Black-Box Classifiers.

[BibT_eX]

[DOI]

José Mena

IEEE Access, 2020

Sampling Unknown Decision Functions to Build Classifier Copies.

[BibT_eX]

[DOI]

Proceedings of the Modeling Decisions for Artificial Intelligence, 2020

Dirichlet uncertainty wrappers for actionable algorithm accuracy accountability and auditability.

[BibT_eX]

[DOI]

José Mena Roldán

Oriol Pujol Vila

Jordi Vitrià Marca

Proceedings of the FAT* '20: Conference on Fairness, 2020

2019

Dirichlet uncertainty wrappers for actionable algorithm accuracy accountability and auditability.

[BibT_eX]

[DOI]

José Mena

CoRR, 2019

Analysis of Vocational Education and Training and the Labour Market in Catalonia. A Data-Driven Approach.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Using Copies to Remove Sensitive Data: A Case Study on Fair Superhero Alignment Prediction.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

Uncertainty Estimation for Black-Box Classification Models: A Use Case for Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

From Batch to Online Learning Using Copies.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Research and Development, 2019

2018

Error-Correcting Factorization.

[BibT_eX]

[DOI]

Fernando De la Torre

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Action detection fusing multiple Kinects and a WIMU: an application to in-home assistive technology for the elderly.

[BibT_eX]

[DOI]

Mach. Vis. Appl., 2018

Towards Global Explanations for Credit Risk Scoring.

[BibT_eX]

[DOI]

Carles Roger Riera Molina

CoRR, 2018

2017

Solving internal covariate shift in deep learning with linked neurons.

[BibT_eX]

[DOI]

Oriol Pujol Vila

CoRR, 2017

Synthetic Data Generation for Deep Learning in Counting Pedestrians.

[BibT_eX]

[DOI]

Hadi Keivan Ekbatani

Santi Seguí

Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017

2016

A Gesture Recognition System for Detecting Behavioral Patterns of ADHD.

[BibT_eX]

[DOI]

Carles Roger Riera Molina

IEEE Trans. Cybern., 2016

An Approximate Support Vector Machines Solver with Budget Control.

[BibT_eX]

[DOI]

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2016

2015

Special issue CogKnow.

[BibT_eX]

[DOI]

Lledó Museros Cabedo

Núria Agell

Pattern Recognit. Lett., 2015

Generalized multi-scale stacked sequential learning for multi-class classification.

[BibT_eX]

[DOI]

Pattern Anal. Appl., 2015

Special Issue on "New Advances in Similarity-Based Systems and Applications".

[BibT_eX]

[DOI]

Lledó Museros Cabedo

Núria Agell

Appl. Artif. Intell., 2015

Learning to count with deep object features.

[BibT_eX]

[DOI]

Santi Seguí

Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

2014

Activity Recognition from Single Chest-Mounted Accelerometer.

[BibT_eX]

[DOI]

Dataset, March, 2014

Probability-based Dynamic Time Warping and Bag-of-Visual-and-Depth-Words for Human Gesture Recognition in RGB-D.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2014

ECOC-DRF: Discriminative random fields based on error correcting output codes.

[BibT_eX]

[DOI]

Francesco Ciompi

Pattern Recognit., 2014

Approximate polytope ensemble for one-class classification.

[BibT_eX]

[DOI]

Pattern Recognit., 2014

On the design of an ECOC-Compliant Genetic Algorithm.

[BibT_eX]

[DOI]

Xavier Baró

Pattern Recognit., 2014

Standardized evaluation methodology and reference database for evaluating IVUS image segmentation.

[BibT_eX]

[DOI]

Comput. Medical Imaging Graph., 2014

Learning to Segment Humans by Stacking Their Body Parts.

[BibT_eX]

[DOI]

Daniel Sánchez

Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

2013

Learning to Detect Stent Struts in Intravascular Ultrasound.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

Actions in Context: System for People with Dementia.

[BibT_eX]

[DOI]

Proceedings of the Citizen in Sensor Networks - Second International Workshop, 2013

2012

Automatic Bifurcation Detection in Coronary IVUS Sequences.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2012

Personalization and user verification in wearable systems using biometric walking patterns.

[BibT_eX]

[DOI]

Pers. Ubiquitous Comput., 2012

Minimal design of error-correcting output codes.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2012

HoliMAb: A holistic approach for Media-Adventitia border detection in intravascular ultrasound.

[BibT_eX]

[DOI]

Medical Image Anal., 2012

Probability-Based Dynamic Time Warping for Gesture Recognition on RGB-D Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Depth Image Analysis and Applications, 2012

A Genetic Inspired Optimization for ECOC.

[BibT_eX]

[DOI]

Xavier Baró

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

BoVDW: Bag-of-Visual-and-Depth-Words for gesture recognition.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Pattern Recognition, 2012

2011

Embedding Random Projections in Regularized Gradient Boosting Machines.

[BibT_eX]

[DOI]

Proceedings of the Ensembles in Machine Learning Applications, 2011

On the Design of Low Redundancy Error-Correcting Output Codes.

[BibT_eX]

[DOI]

Proceedings of the Ensembles in Machine Learning Applications, 2011

Traffic-Sign Recognition Systems.

[BibT_eX]

[DOI]

Springer Briefs in Computer Science, Springer, ISBN: 978-1-4471-2245-6, 2011

Circular Blurred Shape Model for Multiclass Symbol Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2011

Rayleigh Mixture Model for Plaque Characterization in Intravascular Ultrasound.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2011

Online error correcting output codes.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2011

Multi-scale stacked sequential learning.

[BibT_eX]

[DOI]

Carlo Gatta

Pattern Recognit., 2011

User Verification from Walking Activity - First Steps towards a Personal Verification System.

[BibT_eX]

Proceedings of the PECCS 2011, 2011

A Holistic Approach for the Detection of Media-Adventitia Border in IVUS.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Multi-class Multi-scale Stacked Sequential Learning.

[BibT_eX]

[DOI]

Proceedings of the Multiple Classifier Systems - 10th International Workshop, 2011

Approximate Convex Hulls Family for One-Class Classification.

[BibT_eX]

[DOI]

Proceedings of the Multiple Classifier Systems - 10th International Workshop, 2011

Introducing the Separability Matrix for Error Correcting Output Codes Coding.

[BibT_eX]

[DOI]

Xavier Baró

Proceedings of the Multiple Classifier Systems - 10th International Workshop, 2011

Human Activity Recognition from Accelerometer Data Using a Wearable Device.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

Combining Growcut and Temporal Correlation for IVUS Lumen Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

Automatic Branching Detection in IVUS Sequences.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

2010

Re-coding ECOCs without re-training.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2010

On the Decoding Process in Ternary Error-Correcting Output Codes.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2010

Traffic sign recognition system with <i>beta</i> -correction.

[BibT_eX]

[DOI]

Mach. Vis. Appl., 2010

Error-Correcting Ouput Codes Library.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2010

Automatic Detection of Dominance and Expected Interest.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2010

Boosted Geometry-Based Ensembles.

[BibT_eX]

[DOI]

Proceedings of the Multiple Classifier Systems, 9th International Workshop, 2010

Adding Classes Online in Error Correcting Output Codes Framework.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Pattern Recognition, 2010

A Meta-Learning Approach to Conditional Random Fields Using Error-Correcting Output Codes.

[BibT_eX]

[DOI]

Francesco Ciompi

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Classifying Objects at Different Sizes with Multi-Scale Stacked Sequential Learning.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Research and Development, 2010

2009

Intravascular Ultrasound Tissue Characterization with Sub-class Error-Correcting Output Codes.

[BibT_eX]

[DOI]

J. Signal Process. Syst., 2009

Traffic Sign Recognition Using Evolutionary Adaboost Detection and Forest-ECOC Classification.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2009

Fast Rigid Registration of Vascular Structures in IVUS Sequences.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Technol. Biomed., 2009

Separability of ternary codes for sparse designs of error-correcting output codes.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2009

Blurred Shape Model for binary and grey-level symbol recognition.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2009

Geometry-Based Ensembles: Toward a Structural Characterization of the Classification Boundary.

[BibT_eX]

[DOI]

David Masip

IEEE Trans. Pattern Anal. Mach. Intell., 2009

ECOC Random Fields for Lumen Segmentation in Radial Artery IVUS Sequences.

[BibT_eX]

[DOI]

Francesco Ciompi

Eduard Fernández-Nofrerías

Josepa Mauri

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Recoding Error-Correcting Output Codes.

[BibT_eX]

[DOI]

Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009

Circular Blurred Shape Model for symbol spotting in documents.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2009

Multi-class Binary Symbol Classification with Circular Blurred Shape Models.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing, 2009

Enhancing In-Vitro IVUS Data for Tissue Characterization.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009

Face-to-Face Social Activity Detection Using Data Collected with a Wearable Device.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009

Multi-modal laughter recognition in video conversations.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

Multi-Scale Multi-Resolution Stacked Sequential Learning.

[BibT_eX]

[DOI]

Carlo Gatta

Proceedings of the Artificial Intelligence Research and Development, 2009

Measuring Interest of Human Dyadic Interactions.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Research and Development, 2009

On in-vitro and in-vivo IVUS data fusion.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Research and Development, 2009

A First Approach to Activity Recognition using Topic Models.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Research and Development, 2009

2008

An incremental node embedding technique for error correcting output codes.

[BibT_eX]

[DOI]

Pattern Recognit., 2008

Subclass Problem-Dependent Design for Error-Correcting Output Codes.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2008

Detection of Complex Salient Regions.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2008

Loss-Weighted Decoding for Error-Correcting Output Coding.

[BibT_eX]

Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008

Robust Image-Based IVUS Pullbacks Gating.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Sub-class Error-Correcting Output Codes.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision Systems, 6th International Conference, 2008

Error-Correcting output coding for chagasic patients characterization.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Separability of ternary Error-Correcting Output Codes.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

IVUS tissue characterization with sub-class error-correcting output codes.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

2007

Boosted Landmarks of Contextual Descriptors and Forest-ECOC: A novel framework to detect and classify objects in cluttered scenes.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2007

Traffic sign classification using error correcting techniques.

[BibT_eX]

Karla L. Caballero Espinosa

Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007

Reconstructing ivus images for an accurate tissue classification.

[BibT_eX]

Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007

Handwritten Symbol Recognition by a Boosted Blurred Shape Model with Error Correction.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

Robust Complex Salient Regions.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

Complex Salient Regions for Computer Vision Problems.

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Multi-class Binary Object Categorization Using Blurred Shape Models.

[BibT_eX]

[DOI]

Proceedings of the Progress in Pattern Recognition, 2007

2006

Wavelet based approach to cluster analysis. Application on low dimensional data sets.

[BibT_eX]

[DOI]

Xavier Otazu

Pattern Recognit. Lett., 2006

Discriminant ECOC: A Heuristic Method for Application Dependent Design of Error Correcting Output Codes.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2006

Automatic IVUS Segmentation of Atherosclerotic Plaque with Stop & Go Snake.

[BibT_eX]

[DOI]

Ellen J. L. Brunenberg

Bart M. ter Haar Romeny

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

Automatic Detection of Intestinal Juices in Wireless Capsule Video Endoscopy.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Forest Extension of Error Correcting Output Codes and Boosted Landmarks.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

ECOC-ONE: A Novel Coding and Decoding Strategy.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Decoding of Ternary Error Correcting Output Codes.

[BibT_eX]

[DOI]

Karla L. Caballero Espinosa

Proceedings of the Progress in Pattern Recognition, 2006

In-Vivo IVUS Tissue Classification: A Comparison Between RF Signal Analysis and Reconstructed Images.

[BibT_eX]

[DOI]

Proceedings of the Progress in Pattern Recognition, 2006

Optimal Extension of Error Correcting Output Codes.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Research and Development, 2006

2005

Fundamentals of Stop and Go active models.

[BibT_eX]

[DOI]

Debora Gil

Image Vis. Comput., 2005

Solving Particularization with Supervised Clustering Competition Scheme.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005

Classification Algorithms for Biomedical Volume Datasets.

[BibT_eX]

[DOI]

Proceedings of the Current Topics in Artificial Intelligence, 2005

2004

Texture Segmentation by Statistical Deformable Models.

[BibT_eX]

[DOI]

Misael Dario Rosales Ramírez

Int. J. Image Graph., 2004

Simulation Model of Intravascular Ultrasound Images.

[BibT_eX]

[DOI]

Petia Radeva Ivanova

Josepa Mauri

Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

Adaboost to Classify Plaque Appearance in IVUS Images.

[BibT_eX]

[DOI]

Proceedings of the Progress in Pattern Recognition, 2004

2003

Intravascular Ultrasound Images Vessel Characterization Using AdaBoost.

[BibT_eX]

[DOI]

Misael Rosales

Eduard Fernández-Nofrerías

Proceedings of the Functional Imaging and Modeling of the Heart, 2003

1998

Connected operators for sprite creation and layered representation of image sequences.

[BibT_eX]

[DOI]

Philippe Salembier