EM-T1Geomatics, Natural Hazards and Risk202516(1)Research on monthly runoff prediction model considering secondary decomposition of multiple fitness functions and deep learningZhongfeng Zhao, Xueni Wang, Hua Jin, Jie Zheng被引 6阅读 1开放获取环境工程金融风险与机器学习
EM-T1Natural Hazards and Earth System Sciences202525(1): 231-245Analysis of borehole strain anomalies before the 2017 Jiuzhaigou M s 7.0 earthquake based on a graph neural networkChenyang Li, Changfeng Qin, Jie Zhang, Yu Duan 等 5 人被引 3基金开放获取地球物理学复合灾害与灾害链
A+INFORMS Journal on ComputingUTD242026Data-Driven Capacity Management of Ride-Hailing Service with Prescriptive Analytics and Deep LearningXiang Li, Kun Jin, Hongguang Ma, Ziyan Feng 等 5 人被引 1阅读 1建筑与施工预测—优化与决策导向学习金融风险与机器学习
EM-T1Stochastic Environmental Research and Risk Assessment202539(4): 1757-1785Improving the accuracy of daily runoff prediction using informer with black kite algorithm, variational mode decomposition, and error correction strategyWenchuan Wang, Hong-zhen Ren, Zong Li, Yanwei Zhao 等 6 人被引 3环境工程
EM-T1Stochastic Environmental Research and Risk Assessment202640(5)Deep learning-based dissolved oxygen prediction using encoder–decoder architectures and signal decompositAli Ghozat, Yusef Kheyruri, Ahmad Sharafati, Mahdi Salimi 等 5 人被引 0阅读 2环境工程金融风险与机器学习
EM-T2Process Safety and Environmental Protection2026219: 109589A hybrid multiscale decomposition and Informer-based residual learning framework for influent quality forecasting of wastewater treatment plantsYifeng Chen, Jie Pan, Gang Zhou, Bingchi Tao 等 8 人被引 0环境工程
EM-WoSExpert Systems with Applications2027334: 134495HHO-optimized adaptive decomposition and parameter transfer for nonlinear time-series forecastingShuanghou Sun, Siqi Wu, Congxin Wei, Zidong Quan 等 6 人被引 0信号处理
EM-T1Stochastic Environmental Research and Risk Assessment202539(6): 2677-2699Ensemble framework for multistep carbon emission prediction: an improved Bi-LSTM model based on the Bayesian optimization algorithm and two-stage decompositionQi Song, Yulong Bai, Rui Wang, Xiao-Xin Yue 等 5 人被引 6基金开放获取环境工程
EM-T1International Journal of Disaster Risk Reduction2026143: 106312Scale dependency: Re-examining the underlying linkages between the evolution of rural settlement patterns and landslide risk in hilly and mountainous regionsLin Chen, Xi Guo, Liping Tu被引 0开放获取环境管理、监测、政策与法规复合灾害与灾害链
EM-T1Stochastic Environmental Research and Risk Assessment202236(5): 1353-1372Landslide displacement prediction based on Variational mode decomposition and MIC-GWO-LSTM modelTaorui Zeng, Jiang Hong-wei, Qingli Liu, Kunlong Yin被引 50高影响力 前 10%基金环境管理、监测、政策与法规复合灾害与灾害链
EM-T1Natural Hazards2021108(1): 925-946Prediction of landslide displacement using multi-kernel extreme learning machine and maximum information coefficient based on variational mode decomposition: a case study in Shaanxi, ChinaQing Ling, Qin Zhang, Jing Zhang, Lingjie Kong 等 6 人被引 20高影响力 前 10%基金环境管理、监测、政策与法规复合灾害与灾害链
EM-T1Natural Hazards2026122(7)Improving multi-step drought forecasting in Atlantic Canada through variational mode decomposition and machine learning: The role of sand-cat swarm optimization technique in kernel ridge regressionChukwuemeka N. Eneh, Gurjit S. Randhawa, Masoud Karbasi, Aitazaz Ahsan Farooque 等 5 人被引 0基金全球变化金融风险与机器学习
EM-T1Reliability Engineering & System Safety2027278: 113528A chaotic optimization and variational mode decomposition based transformer framework for mooring tension inversion and reliability support of marine platformsYang Chen, Lihao Yuan, Baicheng Lyu, Mingyang Guo 等 5 人被引 0基金海洋工程
EM-T1Stochastic Environmental Research and Risk Assessment202640(2)Multi-model integration framework for monthly runoff prediction based on variational mode decomposition (VMD) and trend-based modelingShufei Wang, Liangjie Zhao, Yufeng Wang, Jiayu Sun 等 6 人被引 2阅读 1高影响力 前 10%基金环境工程
EM-T1Reliability Engineering & System Safety2024253: 110492-110492An improved industrial fault diagnosis model by integrating enhanced variational mode decomposition with sparse process monitoring methodJiaxin Zhang, Gade Pandu Rangaiah, Lichun Dong, S. Lakshminarayanan被引 27高影响力 前 10%基金控制与系统工程
EM-WoSExpert Systems with Applications2026334: 134585FedVRU: Variational Representation Decomposition with Uncertainty-aware RefinementPing Zhang, An Bao, Mengjia Lu, Keyi Xu 等 6 人被引 0开放获取人工智能
EM-WoSInformation Sciences2027762: 124235Leading-indicator-driven mixture-of-experts framework for daily carbon emission forecasting: integrating macroeconomic drivers and spectral decompositionHuanyu Zhao, Ming Li, Chengzu Wang被引 0经济学与计量经济学
EM-WoSExpert Systems with Applications2027333: 134153An integrated multi-source information fusion framework for accurate and explainable short-term traffic flow forecasting: Joint spatiotemporal decomposition with hierarchical graph memory networksYue Chen被引 0建筑与施工
EM-T1Reliability Engineering & System Safety2026278: 113575A two-stage decomposition-based temporal convolutional bidirectional gated recurrent unit network with rime ice optimization for aviation failure event predictionZiyi Qu, Jun Wang被引 0基金控制与系统工程
A+INFORMS Journal on ComputingUTD242025Alternating Minimization for Square Root Principal Component PursuitShengxiang Deng, Xudong Li, Yangjing Zhang被引 0开放获取计算力学
