Blaise Kévin Guépié

Orcid: 0000-0002-0241-7315

According to our database1, Blaise Kévin Guépié authored at least 13 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

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PhD thesis 
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Links

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Bibliography

2024
Trainable pruned ternary quantization for medical signal classification models.
Neurocomputing, 2024

2023
Guided deep embedded clustering regularization for multifeature medical signal classification.
Pattern Recognit., November, 2023

Deep Embedded Clustering Regularization for Supervised Imbalanced Cerebral Emboli Classification Using Transcranial Doppler Ultrasound.
Proceedings of the 31st European Signal Processing Conference, 2023

2022
Two Strategies in Transient Change Detection.
IEEE Trans. Signal Process., 2022

Semi-automatic data annotation based on feature-space projection and local quality metrics: An application to cerebral emboli characterization.
Medical Image Anal., 2022

An hybrid CNN-Transformer model based on multi-feature extraction and attention fusion mechanism for cerebral emboli classification.
Proceedings of the Machine Learning for Healthcare Conference, 2022

2019
Sequential Emboli Detection From Ultrasound Outpatient Data.
IEEE J. Biomed. Health Informatics, 2019

2017
Detecting a Suddenly Arriving Dynamic Profile of Finite Duration.
IEEE Trans. Inf. Theory, 2017

Discrimination between emboli and artifacts for outpatient transcranial Doppler ultrasound data.
Medical Biol. Eng. Comput., 2017

2015
Time-frequency blood flow parameters estimation for micro-emboli detection.
Proceedings of the 9th International Symposium on Image and Signal Processing and Analysis, 2015

Similarity-based residual useful life prediction for partially unknown cycle varying degradation.
Proceedings of the 2015 IEEE Conference on Prognostics and Health Management, 2015

2013
Détection séquentielle de signaux transitoires : application à la surveillance d'un réseau d'eau potable. (Sequential detection of transient signals : application to the monitoring of drinking water supply network).
PhD thesis, 2013

2012
Detecting an abrupt change of finite duration.
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012


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