Cybersecurity | Radiology Dynamically Weighted Balanced Loss: Class Imbalanced Learning and Confidence Calibration of Deep Neural Networks. January 14, 2021
Radiology Handling imbalanced medical image data: A deep-learning-based one-class classification approach. September 25, 2020
Artificial Intelligence | Computer Science Large-Scale Coarse-to-Fine Object Retrieval Ontology and Deep Local Multitask Learning. August 11, 2019
Human Activity Recognition A Semisupervised Recurrent Convolutional Attention Model for Human Activity Recognition. July 22, 2019
Other A systematic study of the class imbalance problem in convolutional neural networks. December 11, 2018
Cyber-Physical Systems | Predictive Maintenance | Prognostics Health Management A Weighted Deep Representation Learning Model for Imbalanced Fault Diagnosis in Cyber-Physical Systems. November 14, 2018
Bioinformatics | Cardiology | Machine Learning Automatic recognition of arrhythmia based on principal component analysis network and linear support vector machine. September 17, 2018
Bioinformatics | Genomics Predicting novel microRNA: a comprehensive comparison of machine learning approaches. May 25, 2018