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José F. Rodrigues Jr.

◀ ▶ joint publications with Sihem Amer-Yahia

> Home > Persons > José F. Rodrigues Jr.

Publications

2021
[j20]
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  - journals/cea/BrandoliSEHCAR21
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  - https://dblp.org/rec/journals/cea/BrandoliSEHCAR21
Bruno Brandoli, Gabriel Spadon, Travis J. Esau, Patrick Hennessy, André C. P. L. F. de Carvalho, Sihem Amer-Yahia, José F. Rodrigues Jr.:
DropLeaf: A precision farming smartphone tool for real-time quantification of pesticide application coverage. Comput. Electron. Agric. 180: 105906 (2021)
[j19]
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  - journals/isci/RodriguesGSBA21
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José F. Rodrigues Jr., Marco A. Gutierrez, Gabriel Spadon, Bruno Brandoli, Sihem Amer-Yahia:
LIG-Doctor: Efficient patient trajectory prediction using bidirectional minimal gated-recurrent networks. Inf. Sci. 545: 813-827 (2021)
[j18]
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  - journals/jhir/ZaghirRGA21
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Jamil Zaghir, José F. Rodrigues Jr., Lorraine Goeuriot, Sihem Amer-Yahia:
Real-world Patient Trajectory Prediction from Clinical Notes Using Artificial Neural Networks and UMLS-Based Extraction of Concepts. J. Heal. Informatics Res. 5(4): 474-496 (2021)
[j16]
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  - journals/sncs/LimaRBGA21
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Daniel Mario de Lima, José F. Rodrigues Jr., Bruno Brandoli, Lorraine Goeuriot, Sihem Amer-Yahia:
DermaDL: Advanced Convolutional Neural Networks for Computer-Aided Skin-Lesion Classification. SN Comput. Sci. 2(4): 253 (2021)
2020
[c46]
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  - conf/cbms/RodriguesBA20
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José F. Rodrigues Jr., Bruno Brandoli, Sihem Amer-Yahia:
DermaDL: Advanced Convolutional Neural Networks for Automated Melanoma Detection. CBMS 2020: 504-509
[c45]
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  - conf/cbms/RodriguesSBA20
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José F. Rodrigues Jr., Gabriel Spadon, Bruno Brandoli, Sihem Amer-Yahia:
Lig-Doctor: Real-World Clinical Prognosis using a Bi-Directional Neural Network. CBMS 2020: 569-572
[c44]
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  - conf/cbms/FlorezSAJ20
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Alexander Ylnner Choquenaira Florez, Lucas C. Scabora, Sihem Amer-Yahia, José Fernando Rodrigues Júnior:
Augmentation Techniques for Sequential Clinical Data to Improve Deep Learning Prediction Techniques. CBMS 2020: 597-602
[c43]
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  - conf/cikm/RodriguesPGA20
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José F. Rodrigues Jr., Jean Louis Pépin, Lorraine Goeuriot, Sihem Amer-Yahia:
An Extensive Investigation of Machine Learning Techniques for Sleep Apnea Screening. CIKM 2020: 2709-2716
[i23]
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  - electronic edition @ arxiv.org (open access)
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  - journals/corr/abs-2009-00453
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Bruno Brandoli, Gabriel Spadon, Travis J. Esau, Patrick Hennessy, André C. P. L. F. de Carvalho, José F. Rodrigues Jr., Sihem Amer-Yahia:
DropLeaf: a precision farming smartphone application for measuring pesticide spraying methods. CoRR abs/2009.00453 (2020)
2019
[i20]
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  - journals/corr/abs-1909-04605
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José F. Rodrigues Jr., Gabriel Spadon, Bruno Brandoli, Sihem Amer-Yahia:
Patient trajectory prediction in the Mimic-III dataset, challenges and pitfalls. CoRR abs/1909.04605 (2019)

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