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2024 Journal Article A boosting framework for positive-unlabeled learningZhao, Yawen, Zhang, Mingzhe, Zhang, Chenhao, Chen, Weitong, Ye, Nan and Xu, Miao (2024). A boosting framework for positive-unlabeled learning. Statistics and Computing, 35 (1) 2. doi: 10.1007/s11222-024-10529-y |
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2024 Journal Article Structured neural networks for CPUE standardization: A case study of the blue endeavour prawn in Australia's Northern Prawn FisheryLei, Yeming, Zhou, Shijie and Ye, Nan (2024). Structured neural networks for CPUE standardization: A case study of the blue endeavour prawn in Australia's Northern Prawn Fishery. Fisheries Research, 279 107140, 107140. doi: 10.1016/j.fishres.2024.107140 |
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2024 Journal Article Eliciting patient preferences and predicting behaviour using Inverse Reinforcement Learning for telehealth use in outpatient clinicsSnoswell, Aaron J., Snoswell, Centaine L. and Ye, Nan (2024). Eliciting patient preferences and predicting behaviour using Inverse Reinforcement Learning for telehealth use in outpatient clinics. Frontiers in Digital Health, 6 1384248. doi: 10.3389/fdgth.2024.1384248 |
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2024 Journal Article Spatial-temporal neural networks for catch rate standardization and fish distribution modelingLei, Yeming, Zhou, Shijie and Ye, Nan (2024). Spatial-temporal neural networks for catch rate standardization and fish distribution modeling. Fisheries Research, 278 107097, 107097. doi: 10.1016/j.fishres.2024.107097 |
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2024 Journal Article Adaptive discretization using Voronoi trees for continuous pOMDPsHoerger, Marcus, Kurniawati, Hanna, Kroese, Dirk and Ye, Nan (2024). Adaptive discretization using Voronoi trees for continuous pOMDPs. The International Journal of Robotics Research, 43 (9), 1283-1298. doi: 10.1177/02783649231188984 |
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2023 Journal Article Blockwise acceleration of alternating least squares for canonical tensor decompositionEvans, David and Ye, Nan (2023). Blockwise acceleration of alternating least squares for canonical tensor decomposition. Numerical Linear Algebra with Applications, 30 (6) e2516. doi: 10.1002/nla.2516 |
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2023 Journal Article Multi-pass Bayesian estimation: a robust Bayesian methodLei, Yeming, Zhou, Shijie, Filar, Jerzy and Ye, Nan (2023). Multi-pass Bayesian estimation: a robust Bayesian method. Computational Statistics, 39 (4), 2183-2216. doi: 10.1007/s00180-023-01390-0 |
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2023 Journal Article Model‐based offline reinforcement learning for sustainable fishery managementJu, Jun, Kurniawati, Hanna, Kroese, Dirk and Ye, Nan (2023). Model‐based offline reinforcement learning for sustainable fishery management. Expert Systems, 42 (1) e13324. doi: 10.1111/exsy.13324 |
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2020 Journal Article Reading both single and multiple digital video clocks using context-aware pixel periodicity and deep learningYu, Xinguo, Song, Wu, Lyu, Xiaopan, He, Bin and Ye, Nan (2020). Reading both single and multiple digital video clocks using context-aware pixel periodicity and deep learning. International Journal of Digital Crime and Forensics, 12 (2), 21-39. doi: 10.4018/IJDCF.2020040102 |
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2020 Journal Article Nesterov acceleration of alternating least squares for canonical tensor decomposition: Momentum step size selection and restart mechanismsMitchell, Drew, Ye, Nan and De Sterck, Hans (2020). Nesterov acceleration of alternating least squares for canonical tensor decomposition: Momentum step size selection and restart mechanisms. Numerical Linear Algebra with Applications, 27 (4) e2297. doi: 10.1002/nla.2297 |
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2019 Journal Article PrefaceAvrachenkov, Konstantin, Prałat, Paweł and Ye, Nan (2019). Preface. Lecture Notes in Computer Science, 11631 LNCS. |
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2018 Journal Article A framework for solving explicit arithmetic word problems and proving plane geometry theoremsYu, Xinguo, Wang, Mingshu, Gan, Wenbin, He, Bin and Ye, Nan (2018). A framework for solving explicit arithmetic word problems and proving plane geometry theorems. International Journal of Pattern Recognition and Artificial Intelligence, 33 (7) 1940005, 1940005. doi: 10.1142/S0218001419400056 |
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2017 Journal Article DESPOT: Online POMDP Planning with RegularizationYe, Nan, Somani, Adhiraj, Hsu, David and Lee, Wee Sun (2017). DESPOT: Online POMDP Planning with Regularization. The Journal of Artificial Intelligence Research, 58, 231-266. doi: 10.1613/jair.5328 |
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2014 Journal Article Conditional random field with high-order dependencies for sequence labeling and segmentationNguyen Viet Cuong, Ye, Nan, Lee, Wee Sun and Chieu, Hai Leong (2014). Conditional random field with high-order dependencies for sequence labeling and segmentation. Journal of Machine Learning Research, 15, 981-1009. |
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2008 Journal Article Prescribed learning of indexed familiesJain, Sanjay, Stephan, Frank and Nan, Ye (2008). Prescribed learning of indexed families. Fundamenta Informaticae, 83 (1-2), 159-175. |
