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2020 Index IEEE Transactions on Industrial Informatics Vol. 16

2020 IEEE Transactions on Industrial Informatics  
Gharibeh, H.F., Fault Diagnosis in Photovoltaic Arrays Using GBSSL Method and Proposing a Fault Correction System; TII Aug. 2020 5300-5308  ...  Sun, D., Motion Planning and Robust Control for the Endovascular Navigation of a Microrobot; TII July 2020 4557-4566 Meng, Q., see Cai, H., TII Jan. 2020 587-594 Meng, Q., see Dong, H., TII Dec. 2020  ...  ., +, TII Feb. 2020 865-876 Intelligent Classification of Silicon Photovoltaic Cell Defects Based on Eddy Current Thermography and Convolution Neural Network.  ... 
doi:10.1109/tii.2021.3053362 fatcat:blfvdtsc3fdstnk6qoaazskd3i

Advances in Decision Forests and Ferns with Applications in Deep Representation Learning for Computer Vision

Yan Zuo
2019
In recent years, deep learning has largely embedded itself within computer vision as an extremely useful tool for accomplishing a range of vision-based tasks such as image classification, object detection  ...  This thesis hopes to bridge this gap; it focuses on advancing the ensemble methods of decision forests and ferns and incorporating them within deep learning frameworks for computer vision applications.  ...  Convolutional Neural Networks For image processing, the popular tool of choice are Convolutional Neural Networks (CNNs) [117, 135, 201] .  ... 
doi:10.26180/5cec9c40848a3 fatcat:n37rqvzhbbdr5benw7rz562ara

Integration of Multi-Omic Datasets on Antimicrobial Resistance for Large-Scale Biomedical Data Science

Sebastian Spänig, Heider, Dominik (Prof. Dr.), Mathematik Und Informatik
2022
Baseline levels of AMR have been detected, which facilitates future monitoring on a large scale.  ...  The intervention of healthcare stakeholders and responsible application in human and veterinary medicine is urgently required.  ...  Acknowledgments Funding Sources This work has been financially supported by the Federal Ministry of Education and Research (BMBF) in project Deep-iAMR (FKZ 031L0209B) and the German Academic Exchange  ... 
doi:10.17192/z2022.0219 fatcat:a7nlqklq35eghb6ckdf62r2y4a