Dinh Phung
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Topic Modeling, Anomaly Detection Techniques and Applications, Generative Adversarial Networks and Image Synthesis, Adversarial Robustness in Machine Learning
Most-Cited Works
- → Guidelines for Developing and Reporting Machine Learning Predictive Models in Biomedical Research: A Multidisciplinary View(2016)1,002 cited
- → A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network(2018)870 cited
- → Labeled Random Finite Sets and the Bayes Multi-Target Tracking Filter(2014)738 cited
- → Activity Recognition and Abnormality Detection with the Switching Hidden Semi-Markov Model(2005)527 cited
- → Predicting healthcare trajectories from medical records: A deep learning approach(2017)454 cited
- → Learning and Detecting Activities from Movement Trajectories Using the Hierarchical Hidden Markov Models(2005)301 cited
- → An effective spatial-temporal attention based neural network for traffic flow prediction(2019)264 cited
- → DeepCare: A Deep Dynamic Memory Model for Predictive Medicine(2016)244 cited
- → Affective and Content Analysis of Online Depression Communities(2014)227 cited
- → Animal Recognition and Identification with Deep Convolutional Neural Networks for Automated Wildlife Monitoring(2017)205 cited