EM-T1Reliability Engineering & System Safety2025260: 111007-111007Data-driven global sensitivity analysis for group of random variables through knowledge-enhanced machine learning with normalizing flowsZiluo Xiong, Gaofeng Jia被引 8阅读 1高影响力 前 10%统计、概率与不确定性金融风险与机器学习
EM-T1Reliability Engineering & System Safety2023242: 109729-109729REIN: Reliability Estimation via Importance sampling with Normalizing flowsAgnimitra Dasgupta, E. A. Johnson被引 25阅读 1高影响力 前 10%基金开放获取统计、概率与不确定性
EM-WoSInformation Sciences2022623: 493-523An imbalanced binary classification method via space mapping using normalizing flows with class discrepancy constraintsZijian Huang, Xin Gao, Wenli Chen, Yingying Cheng 等 8 人被引 12阅读 2人工智能
EM-T1Reliability Engineering & System Safety2024253: 110554-110554Wind turbine fault detection and identification via self-attention-based dynamic graph representation learning and variable-level normalizing flowYunyi Zhu, Bin Xie, Anqi Wang, Zheng Qian被引 20阅读 3高影响力 前 10%基金控制与系统工程
EM-WoSExpert Systems with Applications2024260: 125366-125366Historical Trends and Normalizing Flow for One-shot Temporal Knowledge Graph ReasoningRuixin Ma, Longfei Wang, Huinan Wu, Buyun Gao 等 6 人被引 17阅读 1高影响力 前 10%人工智能
EM-WoSExpert Systems with Applications2026328: 132964-132964Data-driven robust optimization for integrated fabric nesting and cutting-path planning with machine-learned deformationSijie Sijie Li, Huiming Cui, Xinyi Wang被引 1阅读 1高影响力 前 10%基金工业与制造工程不确定性优化(随机/鲁棒/DRO/CVaR)
A1Journal of Management StudiesFT50202361(3): 1152-1159Me, the Patriarchy, and the Business SchoolAndrea Prothero被引 33阅读 5高影响力 前 1%开放获取性别研究公平—效率权衡
EM-WoSExpert Systems with Applications2027334: 134351A multi-scale hypergraph approach of interpretable probabilistic forecasting for irregular time seriesJiahui Yan, Yaling Xun, Haifeng Yang, Jianghui Cai 等 6 人被引 0阅读 7基金信号处理
EM-WoSInformation Sciences2026756: 123864Hamiltonian monte carlo based neural process for few-shot knowledge graph completionKaibo Wang, Qiang Zhu, Jinguang Chen, Huali Yang 等 5 人被引 0阅读 3基金开放获取人工智能
EM-T1Reliability Engineering & System Safety2026276: 112917-112917Flow matching-guided adaptive Markov Chain Monte Carlo with deep generative proposals for Bayesian model updating in structural health monitoringJice Zeng, Zi-Jun Cao被引 1阅读 5基金土木与结构工程
EM-WoSExpert Systems with Applications2026320: 132109-132109NM-FlowGAN: Pixel-wise noise and spatial correlation modeling for sRGB noise without paired images in generation timeYoung-Joo Han, Ha-Jin Yu被引 0基金计算机视觉与模式识别
EM-WoSInformation Sciences2025735: 123024-123024AMOS: Absent minority oversampling neural network for imbalanced data classificationZhan ao Huang, Zhan ao Huang, Canghong Shi, Jia He 等 8 人被引 2阅读 1基金人工智能
EM-T1Reliability Engineering & System Safety2025265: 111493-111493Adaptive parallel design criterion for failure probability estimation with Student-t likelihoodHongdan Zheng, Hongqiao Wang, Pei Yin, Lina Li 等 5 人被引 1阅读 3基金统计、概率与不确定性
EM-WoSExpert Systems with Applications2025275: 127005-127005RailFDNet: A hybrid supervision and feature discrepancy enhancement model for railway anomalous object detectionTao Sun, Baoqing Guo, Tao Ruan, Xingfang Zhou 等 7 人被引 16高影响力 前 10%基金人工智能
EM-WoSExpert Systems with Applications2024251: 124082-124082LogGT: Cross-system log anomaly detection via heterogeneous graph feature and transfer learningPeipeng Wang, Xiuguo Zhang, Zhiying Cao, Weigang Xu 等 5 人被引 38高影响力 前 10%计算机网络与通信
EM-WoSExpert Systems with Applications2023238: 122028-122028PGSL: A probabilistic graph diffusion model for source localizationXovee Xu, Tangjiang Qian, Zhe Xiao, Ni Zhang 等 6 人被引 23阅读 2基金统计与非线性物理
EM-T1Reliability Engineering & System Safety2023241: 109664-109664Sampling-based adaptive design strategy for failure probability estimationTiexin Guo, Hongji Wang, Jinglai Li, Hongqiao Wang被引 13阅读 3高影响力 前 10%基金统计、概率与不确定性
EM-WoSExpert Systems with Applications2023237: 121360-121360FRMDN: Flow-based Recurrent Mixture Density NetworkSeyedeh Fatemeh Razavi, Reshad Hosseini, Tina Behzad被引 5阅读 1开放获取人工智能