Multi-branching Temporal Convolutional Network with Tensor Data Completion for Diabetic Retinopathy Prediction Z Wang, S Chen, T Liu, B Yao IEEE Journal of Biomedical and Health Informatics, 2024 | 1 | 2024 |
Pricing and sales-effort coordination facing free riding behaviors between a brick-and-mortar retailer and a platform store owned by the manufacturer S Sun, T Liu Transportation Research Part E: Logistics and Transportation Review 179, 103285, 2023 | 4 | 2023 |
Analyzing the Impact of Depreciation-Estimating Methods on State Transportation Agencies’ Equipment Replacement Decisions Using Dynamic Programming L Qiao, Y Shan, S Shrestha, S Ahmed, T Liu Journal of Management in Engineering 39 (4), 05023005, 2023 | | 2023 |
Bayesian analysis for imbalanced positive-unlabelled diagnosis codes in electronic health records R Wang, Y Liang, Z Miao, T Liu The annals of applied statistics 17 (2), 1220, 2023 | 2 | 2023 |
Diabetic retinopathy prediction using Progressive Ablation Feature Selection: A comprehensive classifier evaluation A Homayouni, T Liu, T Thieu Smart Health 26, 100343, 2022 | 10 | 2022 |
A branch‐and‐cut algorithm for the pickup‐and‐delivery traveling salesman problem with handling costs D Radha Krishnan, T Liu Networks 80 (3), 297-313, 2022 | 1 | 2022 |
Prediction of diabetic retinopathy using longitudinal electronic health records S Chen, Z Wang, B Yao, T Liu 2022 IEEE 18th International Conference on Automation Science and …, 2022 | 7 | 2022 |
Derivation and validation of essential predictors and risk index for early detection of diabetic retinopathy using electronic health records R Wang, Z Miao, T Liu, M Liu, K Grdinovac, X Song, Y Liang, D Delen, ... Journal of Clinical Medicine 10 (7), 1473, 2021 | 22 | 2021 |
Utilizing time series data embedded in electronic health records to develop continuous mortality risk prediction models using hidden Markov models: a sepsis case study A Gupta, T Liu, C Crick Statistical methods in medical research 29 (11), 3409-3423, 2020 | 18 | 2020 |
Role of resource flexibility and responsive pricing in mitigating the uncertainties in production systems S Hariharan, T Liu, ZJM Shen European Journal of Operational Research 284 (2), 498-513, 2020 | 14 | 2020 |
Clinical decision support system to assess the risk of sepsis using tree augmented Bayesian networks and electronic medical record data A Gupta, T Liu, S Shepherd Health informatics journal 26 (2), 841-861, 2020 | 24 | 2020 |
Impact of in-store promotion and spillover effect on private label introduction Y Zhou, T Liu, G Cai Service Science 11 (2), 96-112, 2019 | 25 | 2019 |
Study the Impacts of Freight Consolidation and Truck Sharing on Freight Mobility T Liu, C Zhao Transportation Consortium of South-Central States, 2019 | 2 | 2019 |
Freight Consolidation Problem with Time Windows, Pickup and Delivery Sequence DR Krishnan, T Liu MATEC Web of Conferences 271, 06005, 2019 | | 2019 |
Impacts of freight consolidation and truck sharing on freight mobility T Liu, C Zhao | 6 | 2019 |
Incentive-based coordination mechanism for renewable and conventional energy suppliers S Babaei, C Zhao, L Fan, T Liu IEEE Transactions on Power Systems 34 (3), 1761-1770, 2018 | 7 | 2018 |
Backup capacity coordination with renewable energy certificates in a regional electricity market Y Zhou, T Liu, C Zhao IISE Transactions 50 (8), 711-719, 2018 | 3 | 2018 |
Using statistical and machine learning methods to evaluate the prognostic accuracy of SIRS and qSOFA A Gupta, T Liu, S Shepherd, W Paiva Healthcare informatics research 24 (2), 139-147, 2018 | 25 | 2018 |
Development of a new metric to identify rare patterns in association analysis: The case of analyzing diabetes complications S Piri, D Delen, T Liu, W Paiva Expert Systems with Applications 94, 112-125, 2018 | 24 | 2018 |
A synthetic informative minority over-sampling (SIMO) algorithm leveraging support vector machine to enhance learning from imbalanced datasets S Piri, D Delen, T Liu Decision Support Systems 106, 15-29, 2018 | 122 | 2018 |