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A survey on fault prediction and fault detection
AIP Conference Proceedings, 2023Megala Ranjith +3 more
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A practical method for the software fault-prediction
2007 IEEE International Conference on Information Reuse and Integration, 2007In the paper, a novel machine learning method, SimBoost, is proposed to handle the software fault-prediction problem when highly skewed datasets are used. Although the method, proved by empirical results, can make the datasets much more balanced, the accuracy of the prediction is still not satisfactory.
Zhan Li, Marek Z. Reformat
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Preventive Diagnosis: A Task for Predicting Faults
IFAC Proceedings Volumes, 1997Abstract This paper addresses the topic of an actually predictive task called preventive diagnosis, for foreseeing faults in physical systems. The rationale behind the proposal of a logical model of the task is that, since the causes of faults in physical systems are wear phenomena, knowledge about these phenomena could be used for forecasting the ...
GUIDA, Giovanni +2 more
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Predicting Faults in High Assurance Software
2010 IEEE 12th International Symposium on High Assurance Systems Engineering, 2010Reducing the number of latent software defects is a development goal that is particularly applicable to high assurance software systems. For such systems, the software measurement and defect data is highly skewed toward the not-fault-prone program modules, i.e., the number of fault-prone modules is relatively very small.
Naeem Seliya +2 more
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An Experience in the Evaluation of Fault Prediction
2023Luigi Lavazza +2 more
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Vulnerability Prediction Against Fault Attacks.
ERCIM News, 2016Fault-injection exploits hardware weaknesses to perturbate the behaviour of embedded devices. Here, we present new model-based techniques and tools to detect such attacks developed at the High-Security Laboratory at Inria.
Jafri, Nisrine +2 more
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A survey of fault prediction and location methods in electrical energy distribution networks
Measurement: Journal of the International Measurement Confederation, 2021Rahman Dashti +2 more
exaly
Digital twin enhanced fault prediction for the autoclave with insufficient data
Journal of Manufacturing Systems, 2021Lihui Wang, Fei Tao, Ying Zuo
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Machine learning based methods for software fault prediction: A survey
Expert Systems With Applications, 2021Sushant Kumar Pandey
exaly
Fault Prediction Modeling for the Prediction of Number of Software Faults
2019Santosh Singh Rathore +1 more
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