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10/24/2022
Towards an efficient Iris Recognition System on Embedded Devices
Iris Recognition (IR) is one of the market's most reliable and accurate ...
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09/04/2022
Learning to Predict Fitness for Duty using Near Infrared Periocular Iris Images
This research proposes a new database and method to detect the reduction...
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09/04/2022
Alcohol Consumption Detection from Periocular NIR Images Using Capsule Network
This research proposes a method to detect alcohol consumption from Near-...
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04/10/2022
Quantum Fault Trees
Fault tree analysis is a technique widely used in risk and reliability a...
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04/04/2022
A Novel Capsule Neural Network Based Model for Drowsiness Detection Using Electroencephalography Signals
The early detection of drowsiness has become vital to ensure the correct...
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12/01/2021
A generic physics-informed neural network-based framework for reliability assessment of multi-state systems
In this paper, we leverage the recent advances in physics-informed neura...
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10/08/2021
Big Machinery Data Preprocessing Methodology for Data-Driven Models in Prognostics and Health Management
Sensor monitoring networks and advances in big data analytics have guide...
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08/25/2021
Quantum Machine Learning for Health State Diagnosis and Prognostics
Quantum computing is a new field that has recently attracted researchers...
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08/24/2021
Physics-Informed Deep Learning: A Promising Technique for System Reliability Assessment
Considerable research has been devoted to deep learning-based predictive...
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06/30/2021
Semantic Segmentation of Periocular Near-Infra-Red Eye Images Under Alcohol Effects
This paper proposes a new framework to detect, segment, and estimate the...
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06/10/2020