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ORCIDBibTeX records: Roberto Vega
@article{DBLP:journals/corr/abs-2302-04829,
author = {Roberto Vega and
Zehra Shah and
Pouria Ramazi and
Russell Greiner},
title = {Modeling and Forecasting {COVID-19} Cases using Latent Subpopulations},
journal = {CoRR},
volume = {abs/2302.04829},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.04829},
doi = {10.48550/ARXIV.2302.04829},
eprinttype = {arXiv},
eprint = {2302.04829},
timestamp = {Mon, 13 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-04829.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-05282,
author = {Roberto Vega and
Russell Greiner},
title = {Domain-shift adaptation via linear transformations},
journal = {CoRR},
volume = {abs/2201.05282},
year = {2022},
url = {https://arxiv.org/abs/2201.05282},
eprinttype = {arXiv},
eprint = {2201.05282},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-05282.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-07148,
author = {Gholamali Aminian and
Roberto Vega and
Omar Rivasplata and
Laura Toni and
Miguel R. D. Rodrigues},
title = {Semi-Counterfactual Risk Minimization Via Neural Networks},
journal = {CoRR},
volume = {abs/2209.07148},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.07148},
doi = {10.48550/ARXIV.2209.07148},
eprinttype = {arXiv},
eprint = {2209.07148},
timestamp = {Tue, 27 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-07148.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/VegaGZQHKJG21,
author = {Roberto Vega and
Pouneh Gorji and
Zichen Zhang and
Xuebin Qin and
Abhilash Rakkunedeth Hareendranathan and
Jeevesh Kapur and
Jacob L. Jaremko and
Russell Greiner},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {Sample efficient learning of image-based diagnostic classifiers via
probabilistic labels},
booktitle = {The 24th International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2021, April 13-15, 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {130},
pages = {739--747},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/vega21a.html},
timestamp = {Mon, 16 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/VegaGZQHKJG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/DaulatabadVJKHP21,
author = {Rajshree Daulatabad and
Roberto Vega and
Jacob L. Jaremko and
Jeevesh Kapur and
Abhilash Rakkunedeth Hareendranathan and
Kumaradevan Punithakumar},
title = {Integrating User-Input into Deep Convolutional Neural Networks for
Thyroid Nodule Segmentation},
booktitle = {43rd Annual International Conference of the {IEEE} Engineering in
Medicine {\&} Biology Society, {EMBC} 2021, Mexico, November 1-5,
2021},
pages = {2637--2640},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/EMBC46164.2021.9629959},
doi = {10.1109/EMBC46164.2021.9629959},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/embc/DaulatabadVJKHP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/ShahroudnejadVF21,
author = {Atefeh Shahroudnejad and
Roberto Vega and
Amir Forouzandeh and
Sharanya Balachandran and
Jacob L. Jaremko and
Michelle Noga and
Abhilash Rakkunedeth Hareendranathan and
Jeevesh Kapur and
Kumaradevan Punithakumar},
title = {Thyroid Nodule Segmentation and Classification Using Deep Convolutional
Neural Network and Rule-based Classifiers},
booktitle = {43rd Annual International Conference of the {IEEE} Engineering in
Medicine {\&} Biology Society, {EMBC} 2021, Mexico, November 1-5,
2021},
pages = {3118--3121},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/EMBC46164.2021.9629557},
doi = {10.1109/EMBC46164.2021.9629557},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/ShahroudnejadVF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-06164,
author = {Roberto Vega and
Pouneh Gorji and
Zichen Zhang and
Xuebin Qin and
Abhilash Rakkunedeth Hareendranathan and
Jeevesh Kapur and
Jacob L. Jaremko and
Russell Greiner},
title = {Sample Efficient Learning of Image-Based Diagnostic Classifiers Using
Probabilistic Labels},
journal = {CoRR},
volume = {abs/2102.06164},
year = {2021},
url = {https://arxiv.org/abs/2102.06164},
eprinttype = {arXiv},
eprint = {2102.06164},
timestamp = {Mon, 16 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-06164.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-01590,
author = {Roberto Vega and
Leonardo Flores and
Russell Greiner},
title = {{SIMLR:} Machine Learning inside the {SIR} model for {COVID-19} Forecasting},
journal = {CoRR},
volume = {abs/2106.01590},
year = {2021},
url = {https://arxiv.org/abs/2106.01590},
eprinttype = {arXiv},
eprint = {2106.01590},
timestamp = {Thu, 10 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-01590.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/VegaG18,
author = {Roberto Vega and
Russell Greiner},
editor = {Danail Stoyanov and
Zeike Taylor and
Seyed Mostafa Kia and
Ipek Oguz and
Mauricio Reyes and
Anne L. Martel and
Lena Maier{-}Hein and
Andre F. Marquand and
Edouard Duchesnay and
Tommy L{\"{o}}fstedt and
Bennett A. Landman and
M. Jorge Cardoso and
Carlos A. Silva and
S{\'{e}}rgio Pereira and
Raphael Meier},
title = {Finding Effective Ways to (Machine) Learn fMRI-Based Classifiers from
Multi-site Data},
booktitle = {Understanding and Interpreting Machine Learning in Medical Image Computing
Applications - First International Workshops {MLCN} 2018, {DLF} 2018,
and iMIMIC 2018, Held in Conjunction with {MICCAI} 2018, Granada,
Spain, September 16-20, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11038},
pages = {32--39},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-02628-8\_4},
doi = {10.1007/978-3-030-02628-8\_4},
timestamp = {Fri, 19 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/VegaG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aires/VegaSMKPGSA17,
author = {Roberto Vega and
Touqir Sajed and
Kory Wallace Mathewson and
Kriti Khare and
Patrick M. Pilarski and
Russell Greiner and
Gildardo S{\'{a}}nchez{-}Ante and
Javier Mauricio Antelis},
title = {Assessment of feature selection and classification methods for recognizing
motor imagery tasks from electroencephalographic signals},
journal = {Artif. Intell. Res.},
volume = {6},
number = {1},
pages = {37--51},
year = {2017},
url = {https://doi.org/10.5430/air.v6n1p37},
doi = {10.5430/AIR.V6N1P37},
timestamp = {Fri, 19 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aires/VegaSMKPGSA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/Ocampo-VegaSLVF16,
author = {Ricardo Ocampo{-}Vega and
Gildardo S{\'{a}}nchez{-}Ante and
Marco A. de Luna and
Roberto Vega and
Luis E. Falc{\'{o}}n{-}Morales and
Humberto Sossa},
title = {Improving pattern classification of {DNA} microarray data by using
{PCA} and logistic regression},
journal = {Intell. Data Anal.},
volume = {20},
number = {s1},
pages = {S53--S67},
year = {2016},
url = {https://doi.org/10.3233/IDA-160845},
doi = {10.3233/IDA-160845},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ida/Ocampo-VegaSLVF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/VegaSFSG15,
author = {Roberto Vega and
Gildardo S{\'{a}}nchez{-}Ante and
Luis Falc{\'{o}}n{-}Morales and
Humberto Sossa and
Elizabeth Guevara},
title = {Retinal vessel extraction using Lattice Neural Networks with dendritic
processing},
journal = {Comput. Biol. Medicine},
volume = {58},
pages = {20--30},
year = {2015},
url = {https://doi.org/10.1016/j.compbiomed.2014.12.016},
doi = {10.1016/J.COMPBIOMED.2014.12.016},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/VegaSFSG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcpr2/OjedaVFSSA15,
author = {Leonardo Ojeda and
Roberto Vega and
Luis Eduardo Falc{\'{o}}n and
Gildardo S{\'{a}}nchez{-}Ante and
Humberto Sossa and
Javier Mauricio Antelis},
editor = {Jes{\'{u}}s Ariel Carrasco{-}Ochoa and
Jos{\'{e}} Francisco Mart{\'{\i}}nez Trinidad and
Juan Humberto Sossa Azuela and
Jos{\'{e}} Arturo Olvera{-}L{\'{o}}pez and
Fazel Famili},
title = {Classification of Hand Movements from Non-invasive Brain Signals Using
Lattice Neural Networks with Dendritic Processing},
booktitle = {Pattern Recognition - 7th Mexican Conference, {MCPR} 2015, Mexico
City, Mexico, June 24-27, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9116},
pages = {23--32},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-19264-2\_3},
doi = {10.1007/978-3-319-19264-2\_3},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mcpr2/OjedaVFSSA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciarp/Ocampo-VegaLVSFS14,
author = {Ricardo Ocampo{-}Vega and
Marco A. de Luna and
Roberto Vega and
Gildardo S{\'{a}}nchez{-}Ante and
Luis Falc{\'{o}}n{-}Morales and
Humberto Sossa},
editor = {Eduardo Bayro{-}Corrochano and
Edwin R. Hancock},
title = {Pattern Analysis in {DNA} Microarray Data through PCA-Based Gene Selection},
booktitle = {Progress in Pattern Recognition, Image Analysis, Computer Vision,
and Applications - 19th Iberoamerican Congress, {CIARP} 2014, Puerto
Vallarta, Mexico, November 2-5, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8827},
pages = {532--539},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-12568-8\_65},
doi = {10.1007/978-3-319-12568-8\_65},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ciarp/Ocampo-VegaLVSFS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micai/VegaGFSS13,
author = {Roberto Vega and
Elizabeth Guevara and
Luis Eduardo Falc{\'{o}}n and
Gildardo S{\'{a}}nchez{-}Ante and
Humberto Sossa},
editor = {F{\'{e}}lix Castro{-}Espinoza and
Alexander F. Gelbukh and
Miguel Gonz{\'{a}}lez{-}Mendoza},
title = {Blood Vessel Segmentation in Retinal Images Using Lattice Neural Networks},
booktitle = {Advances in Artificial Intelligence and Its Applications - 12th Mexican
International Conference on Artificial Intelligence, {MICAI} 2013,
Mexico City, Mexico, November 24-30, 2013, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8265},
pages = {532--544},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-45114-0\_42},
doi = {10.1007/978-3-642-45114-0\_42},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/micai/VegaGFSS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/softcomp/Quintian-PardoVVALCK13,
author = {H{\'{e}}ctor Quinti{\'{a}}n{-}Pardo and
Roberto Vega and
Vicente Vera and
Ignacio Aliaga and
Cristina Gonz{\'{a}}lez Losada and
Emilio Corchado and
Fanny Klett},
editor = {{\'{A}}lvaro Herrero and
Bruno Baruque and
Fanny Klett and
Ajith Abraham and
V{\'{a}}clav Sn{\'{a}}sel and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho and
Pablo Garc{\'{\i}}a Bringas and
Ivan Zelinka and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Soft Computing Techniques for Skills Assessment of Highly Qualified
Personnel},
booktitle = {International Joint Conference SOCO'13-CISIS'13-ICEUTE'13 - Salamanca,
Spain, September 11th-13th, 2013 Proceedings},
series = {Advances in Intelligent Systems and Computing},
volume = {239},
pages = {669--678},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-319-01854-6\_68},
doi = {10.1007/978-3-319-01854-6\_68},
timestamp = {Fri, 12 Aug 2022 13:44:55 +0200},
biburl = {https://dblp.org/rec/conf/softcomp/Quintian-PardoVVALCK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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