An Interpretable Systematic Review of Machine Learning Models for Predictive Maintenance of Aircraft Engine

no code implementations • 23 Sep 2023 • Abdullah Al Hasib, Ashikur Rahman, Mahpara Khabir, Md. Tanvir Rouf Shawon

This paper presents an interpretable review of various machine learning and deep learning models to predict the maintenance of aircraft engine to avoid any kind of disaster.

Survey on Leveraging Uncertainty Estimation Towards Trustworthy Deep Neural Networks: The Case of Reject Option and Post-training Processing

1 code implementation • 11 Apr 2023 • Mehedi Hasan, Moloud Abdar, Abbas Khosravi, Uwe Aickelin, Pietro Lio', Ibrahim Hossain, Ashikur Rahman, Saeid Nahavandi

In this paper, we present a systematic review of the prediction with the reject option in the context of various neural networks.

Rice Leaf Disease Classification and Detection Using YOLOv5

no code implementations • 4 Sep 2022 • Md Ershadul Haque, Ashikur Rahman, Iftekhar Junaeid, Samiul Ul Hoque, Manoranjan Paul

We have annotate 1500 collected data sets and propose a rice leaf disease classification and detection method based on YOLOv5 deep learning.

Classification object-detection +2

Controlled Dropout for Uncertainty Estimation

no code implementations • 6 May 2022 • Mehedi Hasan, Abbas Khosravi, Ibrahim Hossain, Ashikur Rahman, Saeid Nahavandi

In this study, we present a new version of the traditional dropout layer where we are able to fix the number of dropout configurations.

Uncertainty Quantification