Workflow provenance in the lifecycle of scientific machine learning
Souza, Renan, Azevedo, Leonardo G., Lourenço, Vítor, Soares, Elton, Thiago, Raphael, Brandão, Rafael, Civitarese, Daniel, Vital Brazil, Emilio, Moreno, Marcio, Valduriez, Patrick, Mattoso, Marta, Cerqueira, Renato, Netto, Marco A. S.
Published in Concurrency and computation (25.06.2022)
Published in Concurrency and computation (25.06.2022)
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Journal Article
Quantum-inspired evolutionary algorithm applied to neural architecture search
Szwarcman, Daniela, Civitarese, Daniel, Vellasco, Marley
Published in Applied soft computing (01.05.2022)
Published in Applied soft computing (01.05.2022)
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Journal Article
Enabling Robust Horizon Picking From Small Training Sets
Mattos, Andrea Britto, Civitarese, Daniel, Szwarcman, Daniela, Oliveira, Matheus, Zaytsev, Semen, Semin, Daniil G., Oliveira, Dario A. B.
Published in IEEE transactions on geoscience and remote sensing (01.06.2021)
Published in IEEE transactions on geoscience and remote sensing (01.06.2021)
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Journal Article
Quantum-Inspired Neural Architecture Search
Szwarcman, Daniela, Civitarese, Daniel, Vellasco, Marley
Published in 2019 International Joint Conference on Neural Networks (IJCNN) (01.07.2019)
Published in 2019 International Joint Conference on Neural Networks (IJCNN) (01.07.2019)
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Conference Proceeding
Extreme Precipitation Seasonal Forecast Using a Transformer Neural Network
Civitarese, Daniel Salles, Szwarcman, Daniela, Zadrozny, Bianca, Watson, Campbell
Year of Publication 14.07.2021
Year of Publication 14.07.2021
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Journal Article
Q-NAS Revisited: Exploring Evolution Fitness to Improve Efficiency
Szwarcman, Daniela, Civitarese, Daniel, Vellasco, Marley
Published in 2019 8th Brazilian Conference on Intelligent Systems (BRACIS) (01.10.2019)
Published in 2019 8th Brazilian Conference on Intelligent Systems (BRACIS) (01.10.2019)
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Conference Proceeding
TensorBank: Tensor Lakehouse for Foundation Model Training
Kienzler, Romeo, Tizzei, Leonardo Pondian, Blumenstiel, Benedikt, Nagy, Zoltan Arnold, Mukkavilli, S. Karthik, Schmude, Johannes, Freitag, Marcus, Behrendt, Michael, Civitarese, Daniel Salles, Simumba, Naomi, Kimura, Daiki, Hamann, Hendrik
Year of Publication 05.09.2023
Year of Publication 05.09.2023
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Journal Article
Provenance Data in the Machine Learning Lifecycle in Computational Science and Engineering
Souza, Renan, Azevedo, Leonardo, Lourenco, Vitor, Soares, Elton, Thiago, Raphael, Brandao, Rafael, Civitarese, Daniel, Brazil, Emilio, Moreno, Marcio, Valduriez, Patrick, Mattoso, Marta, Cerqueira, Renato, Netto, Marco A.S.
Published in 2019 IEEE/ACM Workflows in Support of Large-Scale Science (WORKS) (01.11.2019)
Published in 2019 IEEE/ACM Workflows in Support of Large-Scale Science (WORKS) (01.11.2019)
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Conference Proceeding
Effective Integration of Symbolic and Connectionist Approaches through a Hybrid Representation
Moreno, Marcio, Civitarese, Daniel, Brandao, Rafael, Cerqueira, Renato
Year of Publication 18.12.2019
Year of Publication 18.12.2019
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Journal Article
Prithvi WxC: Foundation Model for Weather and Climate
Schmude, Johannes, Roy, Sujit, Trojak, Will, Jakubik, Johannes, Civitarese, Daniel Salles, Singh, Shraddha, Kuehnert, Julian, Ankur, Kumar, Gupta, Aman, Phillips, Christopher E, Kienzler, Romeo, Szwarcman, Daniela, Gaur, Vishal, Shinde, Rajat, Lal, Rohit, Da Silva, Arlindo, Diaz, Jorge Luis Guevara, Jones, Anne, Pfreundschuh, Simon, Lin, Amy, Sheshadri, Aditi, Nair, Udaysankar, Anantharaj, Valentine, Hamann, Hendrik, Watson, Campbell, Maskey, Manil, Lee, Tsengdar J, Moreno, Juan Bernabe, Ramachandran, Rahul
Year of Publication 20.09.2024
Year of Publication 20.09.2024
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Journal Article
A modular framework for extreme weather generation
Zadrozny, Bianca, Watson, Campbell D, Szwarcman, Daniela, Civitarese, Daniel, Oliveira, Dario, Rodrigues, Eduardo, Guevara, Jorge
Year of Publication 05.02.2021
Year of Publication 05.02.2021
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Journal Article
Semantic Segmentation of Seismic Images
Civitarese, Daniel, Szwarcman, Daniela, Brazil, Emilio Vital, Zadrozny, Bianca
Year of Publication 10.05.2019
Year of Publication 10.05.2019
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Journal Article
AI Foundation Models for Weather and Climate: Applications, Design, and Implementation
Mukkavilli, S. Karthik, Civitarese, Daniel Salles, Schmude, Johannes, Jakubik, Johannes, Jones, Anne, Nguyen, Nam, Phillips, Christopher, Roy, Sujit, Singh, Shraddha, Watson, Campbell, Ganti, Raghu, Hamann, Hendrik, Nair, Udaysankar, Ramachandran, Rahul, Weldemariam, Kommy
Year of Publication 19.09.2023
Year of Publication 19.09.2023
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Journal Article
Managing Machine Learning Workflow Components
Moreno, Marcio, Lourenco, Vitor, Fiorini, Sandro, Costa, Polyana, Brandao, Rafael, Civitarese, Daniel, Cerqueira, Renato
Published in 2020 IEEE 14th International Conference on Semantic Computing (ICSC) (01.02.2020)
Published in 2020 IEEE 14th International Conference on Semantic Computing (ICSC) (01.02.2020)
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Conference Proceeding
Managing Machine Learning Workflow Components
Moreno, Marcio, Lourenço, Vítor, Fiorini, Sandro Rama, Costa, Polyana, Brandão, Rafael, Civitarese, Daniel, Cerqueira, Renato
Year of Publication 09.12.2019
Year of Publication 09.12.2019
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Journal Article
Netherlands Dataset: A New Public Dataset for Machine Learning in Seismic Interpretation
Silva, Reinaldo Mozart, Baroni, Lais, Ferreira, Rodrigo S, Civitarese, Daniel, Szwarcman, Daniela, Brazil, Emilio Vital
Year of Publication 26.03.2019
Year of Publication 26.03.2019
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Journal Article
Penobscot Dataset: Fostering Machine Learning Development for Seismic Interpretation
Baroni, Lais, Silva, Reinaldo Mozart, Ferreira, Rodrigo S, Civitarese, Daniel, Szwarcman, Daniela, Brazil, Emilio Vital
Year of Publication 21.03.2019
Year of Publication 21.03.2019
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Journal Article
Workflow Provenance in the Lifecycle of Scientific Machine Learning
Souza, Renan, Azevedo, Leonardo G, Lourenço, Vítor, Soares, Elton, Raphael Thiago, Brandão, Rafael, Civitarese, Daniel, Emilio Vital Brazil, Moreno, Marcio, Valduriez, Patrick, Mattoso, Marta, Cerqueira, Renato, Netto, Marco A S
Published in arXiv.org (25.08.2021)
Published in arXiv.org (25.08.2021)
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Paper
Journal Article
Machine learning to predict cognitive image composition
Barros, Ruberth A. A, Buoro, Alvaro B, Borrel, Paul, Salles Civitarese, Daniel
Year of Publication 11.10.2022
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Year of Publication 11.10.2022
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