Html: Hierarchical transformer-based multi-task learning for volatility prediction L Yang, TLJ Ng, B Smyth, R Dong Proceedings of The Web Conference 2020, 441-451, 2020 | 100 | 2020 |
Generating plausible counterfactual explanations for deep transformers in financial text classification L Yang, EM Kenny, TLJ Ng, Y Yang, B Smyth, R Dong arXiv preprint arXiv:2010.12512, 2020 | 64 | 2020 |
Deep compositional spatial models A Zammit-Mangion, TLJ Ng, Q Vu, M Filippone Journal of the American Statistical Association 117 (540), 1787-1808, 2022 | 63 | 2022 |
Explainable text-driven neural network for stock prediction L Yang, Z Zhang, S Xiong, L Wei, J Ng, L Xu, R Dong 2018 5th IEEE international conference on cloud computing and intelligence …, 2018 | 55 | 2018 |
Leveraging BERT to improve the FEARS index for stock forecasting L Yang, Y Xu, TLJ Ng, R Dong ACL, 2019 | 24 | 2019 |
Multiresolution network models BK Fosdick, TH McCormick, TB Murphy, TLJ Ng, T Westling Journal of Computational and Graphical Statistics 28 (1), 185-196, 2019 | 24 | 2019 |
Weighted stochastic block model TLJ Ng, TB Murphy Statistical Methods & Applications 30, 1365-1398, 2021 | 18 | 2021 |
Model-based clustering for random hypergraphs TLJ Ng, TB Murphy Advances in Data Analysis and Classification, 1-33, 2022 | 15 | 2022 |
Multi-level attention-based neural networks for distant supervised relation extraction L Yang, TLJ Ng, C Mooney, R Dong Insight Centre, 2017 | 12 | 2017 |
Modeling the social media relationships of Irish politicians using a generalized latent space stochastic blockmodel TLJ Ng, TB Murphy, T Westling, TH McCormick, B Fosdick The Annals of Applied Statistics 15 (4), 1923-1944, 2021 | 11 | 2021 |
The association between ambient UVB dose and ANCA-associated vasculitis relapse and onset J Scott, E Havyarimana, A Navarro-Gallinad, A White, J Wyse, ... Arthritis Research & Therapy 24 (1), 147, 2022 | 6 | 2022 |
Differences in colorectal cancer (CRC) patients who did and did not undergo screening: Results from the 45 and Up Study cohort J Thompson, J Ng, B Armstrong, E Feletto, T Ha Cancer Epidemiology 72, 101936, 2021 | 6 | 2021 |
Non-homogeneous Poisson process intensity modeling and estimation using measure transport TLJ Ng, A Zammit-Mangion Bernoulli 29 (1), 815-838, 2023 | 5 | 2023 |
Generalized random dot product graph TLJ Ng, TB Murphy Statistics & Probability Letters 148, 143-149, 2019 | 5 | 2019 |
Ramadan fasting and weight change trajectories: Time-varying association of weight during and after Ramadan in low-income and refugee populations DE Zoughbie, TLJ Ng, JY Thompson, KT Watson, R Farraj, EL Ding PLOS Global Public Health 2 (10), e0000371, 2022 | 4 | 2022 |
Spherical Poisson point process intensity function modeling and estimation with measure transport TLJ Ng, A Zammit-Mangion Spatial Statistics 50, 100629, 2022 | 4 | 2022 |
Mixture modeling with normalizing flows for spherical density estimation TLJ Ng, A Zammit-Mangion Advances in Data Analysis and Classification 18 (1), 103-120, 2024 | 3 | 2024 |
Penalized maximum likelihood estimator for mixture of von Mises–Fisher distributions TLJ Ng Metrika 86 (2), 181-203, 2023 | 3 | 2023 |
Universal approximation on the hypersphere TLJ Ng, KK Kwong Communications in Statistics-Theory and Methods 51 (24), 8694-8704, 2022 | 3 | 2022 |
Model-based clustering of count processes TLJ Ng, TB Murphy Journal of Classification 38, 188-211, 2021 | 3 | 2021 |