EM-T2Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability2021235(4): 591-609A comparative study of data-driven and physics-based gas turbine fault recognition approachesJuan Luis Pérez-Ruiz, Igor Loboda, Iván González Castillo, Víctor Manuel Pineda-Molina 等 6 人被引 12阅读 2基金控制与系统工程
EM-WoSExpert Systems with Applications2022215: 119265-119265Machine driven classification of open-ended responses (MDCOR): An analytic framework and no-code, free software application to classify longitudinal and cross-sectional text responses in survey and social media researchManuel S. González Canché被引 33阅读 1高影响力 前 10%基金开放获取社会科学综合金融风险与机器学习
EM-WoSComputers & Industrial Engineering2021160: 107580-107580A big data-driven root cause analysis system: Application of Machine Learning in quality problem solvingQiuping Ma, Hongyan Li, Anders Thorstenson被引 89阅读 5高影响力 前 10%开放获取控制与系统工程金融风险与机器学习
A+Management ScienceUTD24FT50201966(6): 2495-2522Targeting Prospective Customers: Robustness of Machine-Learning Methods to Typical Data ChallengesDuncan I. Simester, Artem Timoshenko, Spyros I. Zoumpoulis被引 132阅读 4高影响力 前 10%开放获取市场营销
EM-T1Natural Hazards and Earth System Sciences202525(11): 4375-4403Machine learning for automated avalanche terrain exposure scale (ATES) classificationKalin Markov, Andreas Huber, Momchil Panayotov, Christoph Hesselbach 等 7 人被引 0阅读 4基金开放获取环境管理、监测、政策与法规金融风险与机器学习
EM-T1Natural Hazards Review202425(4)Machine Learning for Predicting Prehurricane Structural DamageSamuel Leach, Stephanie German Paal被引 3阅读 5土木与结构工程金融风险与机器学习
A+Production and Operations ManagementUTD24FT50202635(7): 2890-2909Intent-Driven Machine Learning for Fake News Detection: A Referential Domain Adaptation ApproachKyuhan Lee, Sudha Ram被引 1阅读 6高影响力 前 10%基金社会学与政治学金融风险与机器学习
EM-T1Stochastic Environmental Research and Risk Assessment202136(8): 2115-2131Using data-driven algorithms for semi-automated geomorphological mappingElisa Giaccone, Fabio Oriani, Marj Tonini, Christophe Lambiel 等 5 人被引 29阅读 7基金开放获取媒体技术
EM-T1Geomatics, Natural Hazards and Risk202516(1)Developing an alternative data-driven model to resemble geomorphologic rainfall-runoff modelsPin‐Chun Huang, Kwan Tun Lee被引 2阅读 4基金开放获取环境工程
EM-WoSExpert Systems with Applications2022207: 118050-118050Data-driven decision support for rail traffic control: A predictive approachJie Luo, Qiyuan Peng, Chao Wen, Wen Wen 等 5 人被引 28阅读 3高影响力 前 10%基金开放获取工业与制造工程
A+Management ScienceUTD24FT50202571(12): 10122-10143The Role of Monitoring Effect in Risk Classification: Evidence from Telematics AdoptionHo Cheung Brian Lee, Xinxin Li, Siyuan Liu被引 4阅读 7高影响力 前 10%决策科学
EM-T2Ecotoxicology and Environmental Safety2023263: 115249-115249Data-driven models applying in household hazardous waste: Amount prediction and classification in ShanghaiKunsen Lin, Youcai Zhao, Jia‐Hong Kuo被引 12阅读 2基金开放获取废弃物管理与处置
EM-WoSComputers & Industrial Engineering2018125: 533-544A data-driven algorithm to predict throughput bottlenecks in a production system based on active periods of the machinesMukund Subramaniyan, Anders Skoogh, Hans Salomonsson, Pramod Bangalore 等 5 人被引 105阅读 4高影响力 前 10%基金开放获取管理科学与运筹学
EM-WoSExpert Systems with Applications2024258: 125126-125126AI-driven transcriptomic encoders: From explainable models to accurate, sample-independent cancer diagnosticsDanilo Croce, Artem Smirnov, Luigi Tiburzi, Serena Travaglini 等 9 人被引 5阅读 1开放获取分子生物学
EM-WoSExpert Systems with Applications2024252: 124111-124111A multilayer integrative approach for diagnosis, classification and severity detection of electrical faults in photovoltaic arraysAref Eskandari, Amir Nedaei, Jafar Milimonfared, Mohammadreza Aghaei被引 30阅读 2基金开放获取可再生能源与可持续发展
A+Production and Operations ManagementUTD24FT50202535(7): 2625-2644Data-Driven Bunker Refueling Under Price UncertaintyQinghe Sun, Mabel C. Chou被引 3阅读 17开放获取工业与制造工程金融风险与机器学习
EM-T1Geomatics, Natural Hazards and Risk20189(1): 720-736A data-driven approach for landslide susceptibility mapping: a case study of Shennongjia Forestry District, ChinaWei Chen, Hongxing Han, Bin Huang, Qile Huang 等 5 人被引 14阅读 3高影响力 前 10%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+INFORMS Journal on ComputingUTD242020Data-Driven Preference Learning Methods for Value-Driven Multiple Criteria Sorting with Interacting CriteriaJiapeng Liu, Miłosz Kadziński, Xiuwu Liao, Xiaoxin Mao被引 75阅读 5高影响力 前 10%开放获取管理科学与运筹学金融风险与机器学习
EM-T3Academic Emergency Medicine201523(3): 269-278Prediction of In‐hospital Mortality in Emergency Department Patients With Sepsis: A Local Big Data–Driven, Machine Learning ApproachRichard Andrew Taylor, Joseph R. Pare, Arjun K. Venkatesh, Hani O. Mowafi 等 7 人被引 495阅读 10高影响力 前 10%基金开放获取流行病学金融风险与机器学习
EM-T1Journal of Flood Risk Management202418(1)CCTV image‐based classification of blocked trash screensRory Cornelius Smith, Andrew Paul Barnes, Jingjing Wang, Simon Dooley 等 6 人被引 5阅读 2基金开放获取全球变化洪涝风险与减灾金融风险与机器学习
