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Author |
Zhen Xu; Sergio Escalera; Adrien Pavao; Magali Richard; Wei-Wei Tu; Quanming Yao; Huan Zhao; Isabelle Guyon |
![goto web page (via DOI) doi](img/doi.gif)
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Title |
Codabench: Flexible, easy-to-use, and reproducible meta-benchmark platform |
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Journal Article |
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Year |
2022 |
Publication ![sorted by Publication field, descending order (down)](img/sort_desc.gif) |
Patterns |
Abbreviated Journal |
PATTERNS |
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3 |
Issue |
7 |
Pages |
100543 |
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Machine learning; data science; benchmark platform; reproducibility; competitions |
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Abstract |
Obtaining a standardized benchmark of computational methods is a major issue in data-science communities. Dedicated frameworks enabling fair benchmarking in a unified environment are yet to be developed. Here, we introduce Codabench, a meta-benchmark platform that is open sourced and community driven for benchmarking algorithms or software agents versus datasets or tasks. A public instance of Codabench is open to everyone free of charge and allows benchmark organizers to fairly compare submissions under the same setting (software, hardware, data, algorithms), with custom protocols and data formats. Codabench has unique features facilitating easy organization of flexible and reproducible benchmarks, such as the possibility of reusing templates of benchmarks and supplying compute resources on demand. Codabench has been used internally and externally on various applications, receiving more than 130 users and 2,500 submissions. As illustrative use cases, we introduce four diverse benchmarks covering graph machine learning, cancer heterogeneity, clinical diagnosis, and reinforcement learning. |
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June 24, 2022 |
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Science Direct |
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HuPBA |
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Admin @ si @ XEP2022 |
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3764 |
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Author |
Jose Antonio Rodriguez; Florent Perronnin; Gemma Sanchez; Josep Llados |
![goto web page (via DOI) doi](img/doi.gif)
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Title |
Unsupervised writer style adaptation for handwritten word spotting |
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Conference Article |
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2008 |
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Pattern Recognition. 19th International Conference on, IBM Best Student Paper Award. |
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Tampa, USA |
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DAG @ dag @ RPS2008 |
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1077 |
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Author |
David Masip; Jordi Vitria |
![find record details (via OpenURL) openurl](img/xref.gif)
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Title |
Boosted discriminant projections for nearest neighbor classification |
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2006 |
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Pattern Recognition, 39(2): 164–170 |
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OR;MV |
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no |
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BCNPCL @ bcnpcl @ MaV2006 |
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634 |
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Author |
Yong Xu; Jing-Yu Yang; Zhong Jin |
![goto web page url](img/www.gif)
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Title |
A novel method for Fisher discriminant analysis |
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2004 |
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Pattern Recognition, 37(2):381–384 (IF: 2.176) |
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no |
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Admin @ si @ XYJ2004 |
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481 |
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Author |
Jian Yang; Zhong Jin; Jing-Yu Yang; David Zhang; Alejandro F. Frangi |
![goto web page url](img/www.gif)
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Title |
Essence of kernel Fisher discriminant: KPCA plus LDA |
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2004 |
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Pattern Recognition, 37(10): 2097–2100 (IF: 2.176) |
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no |
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Admin @ si @ YJY2004 |
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480 |
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Author |
I. King; Zhong Jin |
![find record details (via OpenURL) openurl](img/xref.gif)
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Title |
Integrated Probability Function and Its Application to Content-Based Image Retrieval By Relevance Feedback |
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Journal |
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2003 |
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Pattern Recognition, 36(9): 2177–2186 (IF: 1.611) |
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Admin @ si @ KiJ2003 |
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427 |
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Author |
X. Jing; David Zhang; Zhong Jin |
![find record details (via OpenURL) openurl](img/xref.gif)
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Title |
Improvements on the uncorrelated optimal discriminant vectors |
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Journal |
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2003 |
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Pattern Recognition, 36(8): 1921–1923 (IF: 1.611) |
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Admin @ si @ JZJ2003a |
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428 |
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Author |
M. Bressan; David Guillamet; Jordi Vitria |
![find record details (via OpenURL) openurl](img/xref.gif)
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Title |
Using an ICA Representation of Local Color Histograms for Object Recognition |
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Journal |
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2003 |
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Pattern Recognition, 36(3):691–701 (IF: 1.611) |
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OR;MV |
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no |
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BCNPCL @ bcnpcl @ BGV2003 |
Serial |
365 |
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Author |
Yong Xu; Jing-Yu Yang; Zhong Jin |
![find record details (via OpenURL) openurl](img/xref.gif)
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Title |
Theory analysis on FSLDA and ULDA |
Type |
Journal |
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Year |
2003 |
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Pattern Recognition, 36(12): 3031–3033 (IF: 1.611) |
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no |
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Admin @ si @ XYJ2003 |
Serial |
430 |
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Author |
X. Jing; David Zhang; Zhong Jin |
![find record details (via OpenURL) openurl](img/xref.gif)
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Title |
Improved algorithm and generalized theory |
Type |
Journal |
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Year |
2003 |
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Pattern Recognition, 36(11): 2593–2602 (IF: 1.611) |
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Admin @ si @ JZJ2003b |
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429 |
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Author |
Jordi Vitria; J. Llacer |
![goto web page (via DOI) doi](img/doi.gif)
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Title |
Reconstructing 3D light microscopic images using the EM algorithm |
Type |
Journal |
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Year |
1996 |
Publication ![sorted by Publication field, descending order (down)](img/sort_desc.gif) |
Pattern Recognition Letters |
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Volume |
17 |
Issue |
14 |
Pages |
1491–1498 |
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OR;MV |
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no |
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Call Number |
BCNPCL @ bcnpcl @ ViL1996 |
Serial |
74 |
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Author |
A. Pujol; Jordi Vitria; Felipe Lumbreras; Juan J. Villanueva |
![goto web page (via DOI) doi](img/doi.gif)
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Title |
Topological principal component analysis for face encoding and recognition |
Type |
Journal Article |
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Year |
2001 |
Publication ![sorted by Publication field, descending order (down)](img/sort_desc.gif) |
Pattern Recognition Letters |
Abbreviated Journal |
PRL |
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Volume |
22 |
Issue |
6-7 |
Pages |
769–776 |
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Abstract |
IF: 0.552 |
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ADAS;OR;MV |
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no |
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ADAS @ adas @ PVL2001 |
Serial |
155 |
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Author |
Gemma Sanchez; Josep Llados; K. Tombre |
![goto web page (via DOI) doi](img/doi.gif)
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Title |
A mean string algorithm to compute the average among a set of 2D shapes |
Type |
Journal Article |
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2002 |
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Pattern Recognition Letters |
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PRL |
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23 |
Issue |
1-3 |
Pages |
203–214 |
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DAG; IF: 0.409 |
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DAG @ dag @ SLT2002 |
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275 |
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Author |
A. Martinez; Jordi Vitria |
![goto web page (via DOI) doi](img/doi.gif)
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Title |
Learning mixture models using a genetic version of the EM algorithm. |
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Journal Article |
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2000 |
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Pattern Recognition Letters |
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PRL |
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21 |
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8 |
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759–769 |
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OR;MV |
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BCNPCL @ bcnpcl @ MVi2000 |
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335 |
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Author |
M. Bressan; Jordi Vitria |
![goto web page (via DOI) doi](img/doi.gif)
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Title |
Nonparametric Discriminant Analysis and Nearest Neighbor Classification |
Type |
Journal Article |
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Year |
2003 |
Publication ![sorted by Publication field, descending order (down)](img/sort_desc.gif) |
Pattern Recognition Letters |
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PRL |
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Volume |
24 |
Issue |
15 |
Pages |
2743–2749 |
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IF: 0.809 |
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OR;MV |
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BCNPCL @ bcnpcl @ BrV2003b |
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367 |
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