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Author (down) Ernest Valveny; Philippe Dosch edit  openurl
  Title A General Framework for the Evaluation of Symbol Recognition Methods Type Journal
  Year 2007 Publication International Journal on Document Analysis and Recognition, vol. 9(1), pp 59–74 Abbreviated Journal  
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  Notes DAG Approved no  
  Call Number DAG @ dag @ VaD2007 Serial 893  
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Author (down) Enric Marti; J.Roncaries; Debora Gil; Aura Hernandez-Sabate; Antoni Gurgui; Ferran Poveda edit  doi
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  Title PBL On Line: A proposal for the organization, part-time monitoring and assessment of PBL group activities Type Journal
  Year 2015 Publication Journal of Technology and Science Education Abbreviated Journal JOTSE  
  Volume 5 Issue 2 Pages 87-96  
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  Notes IAM; ADAS; 600.076; 600.075 Approved no  
  Call Number Admin @ si @ MRG2015 Serial 2608  
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Author (down) E. Provenzi; Carlo Gatta; M. Fierro; A. Rizzi edit  openurl
  Title A Spatially Variant White-Patch and Gray-World Method for Color Image Enhancement Driven by Local Constant Type Journal
  Year 2008 Publication IEEE Transactions on Pattern Analysis and Machine Intelligence Abbreviated Journal TPAMI  
  Volume 30 Issue 10 Pages 1757–1770  
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  Notes MILAB Approved no  
  Call Number BCNPCL @ bcnpcl @ PGF2008 Serial 1001  
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Author (down) E. Pastor; A. Agueda; Juan Andrade; M. Muñoz; Y. Perez; E. Planas edit  openurl
  Title Computing the rate of spread of linear flame fronts by thermal image processing Type Journal
  Year 2006 Publication Fire Safety Journal, 41(8):569–579 Abbreviated Journal  
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  Notes Approved no  
  Call Number Admin @ si @ PAA2006 Serial 679  
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Author (down) Diego Velazquez; Pau Rodriguez; Alexandre Lacoste; Issam H. Laradji; Xavier Roca; Jordi Gonzalez edit  url
openurl 
  Title Evaluating Counterfactual Explainers Type Journal
  Year 2023 Publication Transactions on Machine Learning Research Abbreviated Journal TMLR  
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  Keywords Explainability; Counterfactuals; XAI  
  Abstract Explainability methods have been widely used to provide insight into the decisions made by statistical models, thus facilitating their adoption in various domains within the industry. Counterfactual explanation methods aim to improve our understanding of a model by perturbing samples in a way that would alter its response in an unexpected manner. This information is helpful for users and for machine learning practitioners to understand and improve their models. Given the value provided by counterfactual explanations, there is a growing interest in the research community to investigate and propose new methods. However, we identify two issues that could hinder the progress in this field. (1) Existing metrics do not accurately reflect the value of an explainability method for the users. (2) Comparisons between methods are usually performed with datasets like CelebA, where images are annotated with attributes that do not fully describe them and with subjective attributes such as ``Attractive''. In this work, we address these problems by proposing an evaluation method with a principled metric to evaluate and compare different counterfactual explanation methods. The evaluation method is based on a synthetic dataset where images are fully described by their annotated attributes. As a result, we are able to perform a fair comparison of multiple explainability methods in the recent literature, obtaining insights about their performance. We make the code public for the benefit of the research community.  
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  Call Number Admin @ si @ VRL2023 Serial 3891  
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Author (down) David Masip; M. Bressan; Jordi Vitria edit  openurl
  Title Feature extraction methods for real-time face detection and classification Type Journal
  Year 2005 Publication Eurasip Journal on Applied Signal Processing, 13: 2061–2071 Abbreviated Journal  
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  Call Number BCNPCL @ bcnpcl @ MBV2005 Serial 612  
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Author (down) David Masip; Ludmila I. Kuncheva; Jordi Vitria edit  openurl
  Title An ensemble-based method for linear feature extraction for two-class problems Type Journal
  Year 2005 Publication Pattern Analysis and Applications, 8(3): 227–237 (IF: 0.782) Abbreviated Journal  
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  Call Number BCNPCL @ bcnpcl @ MKV2005 Serial 613  
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Author (down) David Masip; Jordi Vitria edit  url
openurl 
  Title Feature Extraction for Nearest Neighbor Classification. Application to Gender Recognition Type Journal
  Year 2005 Publication International Journal of Intelligent Systems, 20(5): 561–576 (IF: 0.657) Abbreviated Journal  
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  Call Number BCNPCL @ bcnpcl @ MaV2005 Serial 562  
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Author (down) David Masip; Jordi Vitria edit  openurl
  Title Boosted discriminant projections for nearest neighbor classification Type Journal
  Year 2006 Publication Pattern Recognition, 39(2): 164–170 Abbreviated Journal  
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  Call Number BCNPCL @ bcnpcl @ MaV2006 Serial 634  
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Author (down) David Masip; Jordi Vitria edit  openurl
  Title Shared Feature Extraction for Nearest Neighbor Face Recognition Type Journal
  Year 2008 Publication IEEE Transactions on Neural Networks Abbreviated Journal  
  Volume 19 Issue 4 Pages 586–595  
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  Call Number BCNPCL @ bcnpcl @ MaV2008 Serial 944  
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Author (down) Cristina Cañero; Petia Radeva; M. Gomez; J. Mauri; E. Fernandez-Nofrerias; Oriol Rodriguez-Leor; C. Julia edit  openurl
  Title Modelo experimental para la reconstruccion tridimensional de las arterias coronarias a partir de imagenes de coronariografia Type Journal
  Year 2002 Publication Abbreviated Journal  
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  Address Madrid  
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  Call Number BCNPCL @ bcnpcl @ GMF2002e Serial 434  
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Author (down) Cristina Cañero; Nikolaos Thomos; George A. Triantafyllid; George C. Litos; Michael G. Strintzis edit  openurl
  Title Mobile Tele-echography: User Interface Design Type Journal
  Year 2005 Publication IEEE Transactions on Information Technology in Biomedicine, 9(1):44–49 (IF: 1.376) Abbreviated Journal  
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  Notes Approved no  
  Call Number Admin @ si @ CTT2005 Serial 537  
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Author (down) Cristina Cañero; Fernando Vilariño; Petia Radeva edit  openurl
  Title Predictive (un) distortion model and 3D Reconstruction by Biplane Snakes Type Journal
  Year 2002 Publication IEEE Transactions on Medical Imaging (IF: 2.911) Abbreviated Journal  
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  Notes MILAB;SIAI Approved no  
  Call Number BCNPCL @ bcnpcl @ CVR2002 Serial 269  
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Author (down) Carolina Malagelada; Fosca De Iorio; Fernando Azpiroz; Anna Accarino; Santiago Segui; Petia Radeva; Juan R. Malagelada edit  openurl
  Title New Insight Into Intestinal Motor Function via Noninvasive Endoluminal Image Analysis Type Journal
  Year 2008 Publication Gastroenterology Abbreviated Journal  
  Volume 135 Issue 4 Pages 1155–1162  
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  Call Number BCNPCL @ bcnpcl @ MDA2008 Serial 1040  
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Author (down) Carme Julia; Angel Sappa; Felipe Lumbreras edit  openurl
  Title Aprendiendo a recrear la realidad en 3D Type Journal
  Year 2008 Publication UAB Divulga, Revista de divulgacion cientifica Abbreviated Journal  
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  Notes spreading;ADAS Approved no  
  Call Number ADAS @ adas @ JSL2008b Serial 1472  
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