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Results for: Truyen Tran

Neural reasoning for chemical-chemical interaction

T. Pham, T. Tran, S. Venkatesh

2018 / NeurIPS 2018 Workshop on Machine Learning for Molecules and Materials

Resset: A Recurrent Model for Sequence of Sets with Applications to Electronic Medical Records

P. Nguyen, T. Tran, S. Venkatesh

2018 / pp. 1 - 9 / IEEE International Joint Conference on Neural Networks (IJCNN)

Committee machine that votes for similarity between materials

D. Nguyen, T. Pham, V. Nguyen, T. Ho, T. Tran, K. Takahashi, H. Dam

2018 / Vol. 5 / IUCrJ

Predicting healthcare trajectories from medical records: A deep learning approach

T. Pham, T. Tran, D. Phung, S. Venkatesh

2017 / Vol. 69, pp. 218 - 229 / Journal of Biomedical Informatics

Predicting the delay of issues with due dates in software projects

M. Choetkiertikul, H. Dam, T. Tran, A. Ghose

2017 / Vol. 22, pp. 1223 - 1263 / Empirical Software Engineering

Graph Classification via Deep Learning with Virtual Nodes

T. Pham, T. Tran, H. Dam, S. Venkatesh

2017 / Third Representation Learning for Graphs Workshop (ReLiG 2017)

Learning Recurrent Matrix Representation

K. Do, T. Tran, S. Venkatesh

2017 / Third Representation Learning for Graphs Workshop (ReLiG 2017)

Column Networks for Collective Classification

T. Pham, T. Tran, D. Phung, S. Venkatesh

2017 / pp. 2485 - 2491 / The AAAI Conference on Artificial Intelligence (AAAI)

Preference Relation-based Markov Random Fields for Recommender Systems

S. Liu, G. Li, T. Tran, J. Yuan

2017 / Vol. 246, pp. 523 - 546 / Machine Learning

Finding Algebraic Structure of Care in Time: A Deep Learning Approach

P. Nguyen, T. Tran, S. Venkatesh

2017 / NIPS Workshop on Machine Learning for Health (ML4H)

A Generic Neural Architecture for Multiple Inputs and Outputs

T. Pham, T. Tran, S. Venkatesh

2017 / NIPS Workshop on Women in Machine Learning (WiML 2017)

Deep learning to attend to risk in ICU

P. Nguyen, T. Tran, S. Venkatesh

2017 / pp. 25 - 29 / KDH 2017: Proceedings of the 2nd International Workshop on Knowledge Discovery in Healthcare Data 2017

Deepr: A Convolutional Net for Medical Records

P. Nguyen, T. Tran, N. Wickramasinghe, S. Venkatesh

2017 / Vol. 21, pp. 22 - 30 / IEEE journal of biomedical and health informatics

Hierarchical semi-Markov conditional random fields for deep recursive sequential data

T. Tran, D. Phung, H. Bui, S. Venkatesh

2017 / Vol. 246, pp. 53 - 85 / Artificial Intelligence