EM-T2Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability2018233(3): 487-502A sparse surrogate model for structural reliability analysis based on the generalized polynomial chaos expansionQian Liu, Xufang Zhang, Xianzhen Huang被引 4阅读 4基金统计、概率与不确定性
A+INFORMS Journal on ComputingUTD24202437(3): 582-602Exact and Approximation Algorithms for Sparse Principal Component AnalysisYongchun Li, Weijun Xie被引 4阅读 7统计与概率
EM-T2Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability2022237(4): 686-702An intelligent fault diagnosis framework based on piecewise aggregate approximation, statistical moments, and sparse autoencoderAkash Prasad, Chirag Dantreliya, Mayank Chande, Vedant Chauhan 等 5 人被引 6阅读 4基金控制与系统工程
A+INFORMS Journal on ComputingUTD24202234(3): 1489-1511A Scalable Algorithm for Sparse Portfolio SelectionDimitris Bertsimas, Ryan Cory-Wright被引 56阅读 5高影响力 前 10%开放获取管理科学与运筹学
A+INFORMS Journal on ComputingUTD242024Code and Data Repository for Exact and Approximation Algorithms for Sparse Principal Component AnalysisYongchun Li, Weijun Xie被引 1阅读 6统计与概率
A+EconometricaFT50202492(6): 1837-1868Sparse Network Asymptotics for Logistic Regression Under Possible MisspecificationBryan S. Graham被引 4阅读 8基金开放获取统计与概率
A+INFORMS Journal on ComputingUTD24202134(2): 890-908A Progressive Approximation Approach for the Exact Solution of Sparse Large-Scale Binary Interdiction GamesClaudio Contardo, Jorge A. Sefair被引 7阅读 8计算理论与数学
EM-T1Reliability Engineering & System Safety2026272: 112485-112485Scalable sparse co-Kriging for multi-fidelity data fusion: An application to aerodynamicsMauricio Casta No-Aguirre, Andrés F. López-Lopera, Nathalie Bartoli, Franck Massa 等 5 人被引 3阅读 9高影响力 前 10%基金开放获取计算理论与数学
A+Operations ResearchUTD24FT50202574(2): 1026-1046Load Balancing Using Sparse CommunicationGal Mendelson, Kuang Xu被引 1阅读 6开放获取信息系统
A+INFORMS Journal on ComputingUTD24201729(2): 287-300Multisourcing Supply Network Design: Two-Stage Chance-Constrained Model, Tractable Approximations, and Computational ResultsYongzhen Li, Jia Shu, Miao Song, Jiawei Zhang 等 5 人被引 18阅读 4基金开放获取管理信息系统不确定性优化（随机/鲁棒/DRO/CVaR）
A+INFORMS Journal on ComputingUTD24202336(1): 39-60Detecting Critical Nodes in Sparse Graphs via “Reduce-Solve-Combine” Memetic SearchYangming Zhou, Jiaqi Li, Jin‐Kao Hao, Fred Glover被引 26阅读 9高影响力 前 10%统计与非线性物理应急物资配置与人道物流
EM-T1Reliability Engineering & System Safety2024246: 110082-110082An extended moment-based trajectory accuracy reliability analysis method of robot manipulators with random and interval uncertaintiesPeng Huang, He Li, Yingkui Gu, Guangqi Qiu被引 19阅读 6高影响力 前 10%开放获取统计、概率与不确定性
EM-WoSInformation Sciences2023653: 119795-119795Few-shot remaining useful life prediction based on meta-learning with deep sparse kernel networkJing Yang, Xiaomin Wang, Zhipeng Luo被引 52阅读 3高影响力 前 10%开放获取控制与系统工程
A+Manufacturing & Service Operations ManagementUTD24FT50202325(4): 1324-1337Order-Optimal Correlated Rounding for Fulfilling Multi-Item E-Commerce OrdersWill Ma被引 16阅读 3计算理论与数学
EM-T2Process Safety and Environmental Protection2018137: 553-565Sparse Bayesian learning for data driven polynomial chaos expansion with application to chemical processesPham Luu Trung Duong, Le Quang Minh, Muhammad Abdul Qyyum, Moonyong Lee被引 8阅读 2基金统计、概率与不确定性
EM-T2Structural Safety201768: 1-14An efficient sparse Bayesian learning framework for stochastic response analysisTanmoy Chatterjee, Rajib Chowdhury被引 20阅读 2高影响力 前 10%基金统计、概率与不确定性
A+Production and Operations ManagementUTD24FT50202535(4): 1313-1332Spatial-Data-Driven Facility Location PlanningLong He, Irfan Soudagar, Yuli Zhang被引 1阅读 14组织行为与人力资源管理应急物资配置与人道物流不确定性优化（随机/鲁棒/DRO/CVaR）
EM-T1Stochastic Environmental Research and Risk Assessment202640(9)Bayesian SPDE–INLA modelling of rainfall in South Africa: a structured thermodynamic spatiotemporal interaction approachPeter E. Omaku, Joseph O. Braimah, Vagner G. Ferreira, Fabio M. Correa被引 0阅读 5开放获取全球变化
A+Management ScienceUTD24FT50202572(8): 7233-7253Assortment Optimization with α-Similar Substitutes: Insights from Customer Browsing PatternsRenjie Chen, Bo Jiang, Christopher Thomas Ryan, Nanxi Zhang被引 3阅读 5高影响力 前 10%开放获取管理信息系统
EM-WoSEuropean Journal of Operational Research2020295(2): 634-647Robust low-rank multiple kernel learning with compound regularizationHe Jiang, Changqi Tao, Yao Dong, Ren Xiong被引 26阅读 4高影响力 前 10%统计与概率
