EM-T2Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability2017231(6): 666-679Rolling bearing fault severity identification using deep sparse auto-encoder network with noise added sample expansionRenxiang Chen, Siyang Chen, Miao He, David He 等 5 人被引 39高影响力 前 10%控制与系统工程金融风险与机器学习
EM-T2Structural Safety2025117: 102622-102622Failure probability estimate of corroded reinforced concrete structures based on sparse representation of steel weight loss distributionsSiyi Jia, Mitsuyoshi Akiyama, Dan M. Frangopol, Zhejun Xu被引 3阅读 2基金开放获取土木与结构工程
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基金统计、概率与不确定性
EM-T1Reliability Engineering & System Safety2025268: 111831-111831Sparse Bayesian learning for joint load-parameter-response identificationLanxin Luo, Limin Sun, Yixian Li, Yong Xia被引 3阅读 7基金开放获取土木与结构工程
EM-T2Ecotoxicology and Environmental Safety2021229: 113092-113092Spatial distribution model of DEHP contamination categories in soil based on Bi-LSTM and sparse samplingShiyu Zheng, Jinguo Wang, Yue Zhuo, Dong Gyu Yang 等 5 人被引 25基金开放获取环境工程
EM-T1Geomatics, Natural Hazards and Risk202415(1)Ensemble learning landslide susceptibility assessment with optimized non-landslide samples selectionJiangang Lu, Yi He, Lifeng Zhang, Qing Zhang 等 7 人被引 46阅读 3高影响力 前 1%基金开放获取环境管理、监测、政策与法规复合灾害与灾害链
A+Operations ResearchUTD24FT50202674(4): 2196-2211Sparse Gaussian Graphical Models with Discrete Optimization: Computational and Statistical PerspectivesKayhan Behdin, Wenyu Chen, Rahul Mazumder被引 0阅读 4基金开放获取统计与概率金融风险与机器学习
EM-WoSExpert Systems with Applications2021174: 114783-114783A network-based sparse and multi-manifold regularized multiple non-negative matrix factorization for multi-view clusteringLihua Zhou, Guowang Du, Kevin Lü, Lizhen Wang被引 26基金开放获取人工智能
EM-WoSExpert Systems with Applications2026329: 133032-133032SMOGAN: Synthetic minority oversampling with GAN refinement for imbalanced regressionShayan Alahyari, Mike Domaratzki被引 0开放获取人工智能金融风险与机器学习
EM-T2Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability2023238(4): 677-688An adaptive kernel dictionary learning method based on grey wolf optimizer for bearing intelligent fault diagnosisTao Yang, Xin Zhang, Jiaxu Wang, Yulin Jin 等 6 人被引 5阅读 1基金控制与系统工程
EM-T3Academic Emergency Medicine202027(8): 764-766Diagnostic Performance of a Rapid Point‐of‐care Test for SARS‐CoV‐2 in an Urban Emergency Department SettingSamuel McDonald, Daniel Mark Courtney, Andrew E. Clark, Alagarraju Muthukumar 等 11 人被引 13开放获取传染病学
EM-T1Natural Hazards and Earth System Sciences202626(8): 3943-3967Using machine learning for the prediction of flood-related 112 callsJordi Morales, Andreas Kaltenbrunner, Àgata Lapedriza, Xavier Llort被引 0阅读 5基金开放获取全球变化洪涝风险与减灾疏散行为与风险认知金融风险与机器学习
EM-WoSExpert Systems with Applications2025288: 128265-128265Fast identification of maize varieties with small samples using near-infrared spectral feature selection and improved stacked sparse autoencoder deep learningDongfeng Yang, Junhui Hu被引 6基金分析化学金融风险与机器学习
EM-T2Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability2021235(4): 660-675Algorithmic performance constraints for wind turbine condition monitoring via convolutional sparse coding with dictionary learningSergio Martin-del-Campo, Fredrik Sandin, Stephan Schnabel被引 3基金控制与系统工程金融风险与机器学习
EM-T1Reliability Engineering & System Safety2020203: 107087-107087Non-parametric simulation of non-stationary non-gaussian 3D random field samples directly from sparse measurements using signal decomposition and Markov Chain Monte Carlo (MCMC) simulationTengyuan Zhao, Yu Wang被引 118阅读 4高影响力 前 10%基金统计、概率与不确定性
A1Journal of Financial and Quantitative AnalysisFT50201550(6): 1415-1441Improving Mean Variance Optimization through Sparse Hedging RestrictionsShingo Goto, Yan Xu被引 83阅读 6高影响力 前 10%开放获取管理科学与运筹学
EM-WoSExpert Systems with Applications2027334: 134475Learning under replay scarcity: Confusion-aware transitional augmentation for class-incremental learningXidong Xi, Zhaowei Song, Zhihao Ma, Yu Chen 等 7 人被引 0阅读 4基金开放获取人工智能
EM-T2Journal of Hazardous Materials2026514: 142714-142714Rinse, rebound, repeat: The challenge of decontaminating PFAS-impacted aircraft rescue and firefighting vehiclesAdria Lau, Dung Nguyen, Tzahi Y. Cath, Bahareh Tajdini 等 5 人被引 0阅读 1基金开放获取环境化学
EM-WoSExpert Systems with Applications2025297: 129452-129452Multi-view sonar image generation via GAN trained with limited data for underwater object classification and detectionYingning Peng, Houpu Li, Wenwen Zhang, Junhui Zhu 等 6 人被引 10高影响力 前 10%基金开放获取计算机视觉与模式识别
EM-WoSInformation Sciences2024679: 120891-120891HGDO: An oversampling technique based on hypergraph recognition and Gaussian distributionLiyan Jia, Zhiping Wang, Pengfei Sun, Peiwen Wang被引 8人工智能
