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Campos, João R.
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1

Visualisation of Random Forest classification:

Maçãs, Catarina ; Campos, João R ; Lourenço, Nuno.
Information Visualization.  , 2024
Link: https://doi.org/10.1177/..
 
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2

Online Failure Prediction Through Fault Injection and Machi..:

, In: 2023 IEEE 34th International Symposium on Software Reliability Engineering (ISSRE),
Campos, Joao R. ; Costa, Ernesto ; Vieira, Marco - p. 451-461 , 2023
Link: https://doi.org/10.1109/..
 
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3

A Machine Learning driven Fault Tolerance Mechanism for UAV..:

, In: 2023 IEEE 28th Pacific Rim International Symposium on Dependable Computing (PRDC),
Khan, Anamta ; Campos, Joao R. ; Ivaki, Naghmeh. - p. 217-227 , 2023
Link: https://doi.org/10.1109/..
 
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4

Understanding the Forest: A Visualization Tool to Support D..:

, In: 2023 27th International Conference Information Visualisation (IV),
Macas, Catarina ; Campos, Joao R. ; Lourenco, Nuno - p. 223-229 , 2023
Link: https://doi.org/10.1109/..
 
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5

Online Failure Prediction for Complex Systems: Methodology ..:

Campos, João R. ; Costa, Ernesto ; Vieira, Marco
IEEE Transactions on Dependable and Secure Computing.  20 (2023)  4 - p. 3520-3534 , 2023
Link: https://doi.org/10.1109/..
 
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6

Advanced Machine Learning for Runtime Data Generation:

, In: Proceedings of the 12th Latin-American Symposium on Dependable and Secure Computing,
Zamir, Bukhtawar ; Campos, João R. ; Vieira, Marco - p. 182-187 , 2023
Link: https://dl.acm.org/doi/1..
 
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7

Leveraging Time Series Autocorrelation Through Numerical Di..:

, In: Proceedings of the 12th Latin-American Symposium on Dependable and Secure Computing,
Campos, João R. ; Machado, Rodrigo ; Vieira, Marco - p. 70-79 , 2023
Link: https://dl.acm.org/doi/1..
 
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8

On the Applicability of Machine Learning-based Online Failu..:

, In: 2022 18th European Dependable Computing Conference (EDCC),
Campos, Joao R. ; Costa, Ernesto ; Vieira, Marco - p. 49-56 , 2022
Link: https://doi.org/10.1109/..
 
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9

A Dataset of Linux Failure Data for Dependability Evaluatio..:

, In: 2022 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W),
Campos, Joao R. ; Costa, Ernesto ; Vieira, Marco - p. 88-95 , 2022
Link: https://doi.org/10.1109/..
 
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10

Fault Injection to Generate Failure Data for Failure Predic..:

, In: 2020 IEEE 31st International Symposium on Software Reliability Engineering (ISSRE),
Campos, Joao R. ; Costa, Ernesto - p. 115-126 , 2020
Link: https://doi.org/10.1109/..
 
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11

On Configuring a Testbed for Dependability Experiments: Gui..:

, In: Lecture Notes in Computer Science; Computer Safety, Reliability, and Security,
Campos, João R. ; Costa, Ernesto ; Vieira, Marco - p. 419-433 , 2020
Link: https://doi.org/10.1007/..
 
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12

Improving Failure Prediction by Ensembling the Decisions of..:

Campos, Joao R. ; Costa, Ernesto ; Vieira, Marco
IEEE Access.  7 (2019)  - p. 177661-177674 , 2019
Link: https://doi.org/10.1109/..
 
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13

Propheticus: Machine Learning Framework for the Development..:

, In: 2019 IEEE 30th International Symposium on Software Reliability Engineering (ISSRE),
Campos, Joao R. ; Vieira, Marco ; Costa, Ernesto - p. 173-182 , 2019
Link: https://doi.org/10.1109/..
 
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14

An Exploratory Study on Machine Learning to Combine Securit..:

, In: 2019 9th Latin-American Symposium on Dependable Computing (LADC),
Pereira, Jose D'Abruzzo ; Campos, Joao R. ; Vieira, Marco - p. 1-10 , 2019
Link: https://doi.org/10.1109/..
 
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15

Predicting the Thermodynamics and Kinetics of Helix Formati..:

Damas, João M. ; Filipe, Luís C.S. ; Campos, Sara R.R....
Journal of Chemical Theory and Computation.  9 (2013)  11 - p. 5148-5157 , 2013
Link: https://doi.org/10.1021/..
 
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