A+Information Systems ResearchUTD24FT50202132(2): 462-480Correcting Misclassification Bias in Regression Models with Variables Generated via Data MiningMengke Qiao, Ke‐Wei Huang被引 20阅读 5统计与概率
EM-T1Geomatics, Natural Hazards and Risk201910(1): 958-985Seismic vulnerability assessment at urban scale using data mining and GIScience technology: application to Urumqi (China)Yaohui Liu, Zhiqiang Li, Benyong Wei, Xiaoli Li 等 5 人被引 79阅读 2高影响力 前 10%基金开放获取土木与结构工程
EM-T1Geomatics, Natural Hazards and Risk202516(1)Geospatial risk modeling of subsidence-related hazards in mining-affected terrains using remote sensing, geophysics, and VR-based visualizationDouglas Bazo de Castro, Nieverton Tenorio de Albuquerque, Gabriel Santos da Mota, Ìtalo Sousa de Sena被引 4阅读 3开放获取土木与结构工程应急治理与韧性政策
A+MIS QuarterlyUTD24FT50202449(1): 29-60Correcting Measurement Error in Regression Models with Variables Constructed from Aggregated Output of Data Mining ModelsMengke Qiao, Ke‐Wei Huang被引 2阅读 2社会科学综合
A+INFORMS Journal on ComputingUTD24202335(4): 747-763An Ensemble Learning Approach with Gradient Resampling for Class-Imbalance ProblemsHongke Zhao, Chuang Zhao, Xi Zhang, Nanlin Liu 等 7 人被引 41阅读 2高影响力 前 10%人工智能金融风险与机器学习
EM-T1Reliability Engineering & System Safety2023238: 109422-109422Towards safe navigation environment: The imminent role of spatio-temporal pattern mining in maritime piracy incidents analysisHuanhuan Li, Zaili Yang被引 40阅读 1高影响力 前 10%基金开放获取交通运输
EM-T1Journal of Risk Research201520(1): 85-98Descriptive framework of injury data: a proposal based on a Japanese experience of injury database integrationKun Zhang, Jinxing Wang, Takabumi FUKUDA, Yoshiki Mikami被引 5阅读 3基金公共卫生、环境与职业健康
EM-T1Journal of Risk Research202629(4): 447-462From reviews to risk assessment: a text mining approach to subclassify injury narratives in online reviewsNohel Zaman, David M. Goldberg, Alan S. Abrahams被引 0阅读 1人工智能
A+INFORMS Journal on ComputingUTD242023Code and Data Repository for An Ensemble Learning Approach with Gradient Resampling for Class-imbalance ProblemsHongke Zhao, Chuang Zhao, Xi Zhang, Nanlin Liu 等 7 人被引 0阅读 2人工智能
EM-T1Accident Analysis & Prevention2017108: 122-130Construction accident narrative classification: An evaluation of text mining techniquesYang Miang Goh, Chalani Udhyami Ubeynarayana被引 274阅读 1高影响力 前 10%基金人工智能
EM-T1Journal of Safety Research202180: 441-455Characterizing accident narratives with word embeddings: Improving accuracy, richness, and generalizabilityDavid M. Goldberg被引 41开放获取人工智能金融风险与机器学习
EM-T1International Journal of Disaster Risk Reduction202396: 103972-103972Multi-modal mining of crowd-sourced data: Efficient provision of humanitarian aid to remote regions affected by natural disastersSadegh Khanmohammadi, Emadaldin Mohammadi Golafshani, Yu Bai, Heng Li 等 6 人被引 11阅读 1基金开放获取计算机视觉与模式识别
EM-T1Stochastic Environmental Research and Risk Assessment202135(12): 2493-2519Optimization of land cover mapping through improvements in Sentinel-1 and Sentinel-2 image dimensionality and data mining feature selection for hydrological modelingLaura Fragoso Campón, Elia Quirós, José Antonio Gutiérrez Gállego被引 4阅读 2基金开放获取媒体技术
EM-T1Risk Analysis201940(10): 2019-2039Deep Learning Models for Health and Safety Risk Prediction in Power Infrastructure ProjectsAnuoluwapo Ajayi, Lukumon O. Oyedele, Hakeem A. Owolabi, Olúgbénga O. Akinadé 等 7 人被引 88阅读 2高影响力 前 10%基金开放获取放射与超声技术金融风险与机器学习
EM-T1Journal of Safety Research202699: 28-37Uncovering hidden factors in traffic crashes through text mining of Ohio police narrativesFaraji A. Rajabu, Philip Balyagati, Emmanuel Kidando被引 0阅读 2开放获取安全、风险、可靠性与质量
EM-T1Geomatics, Natural Hazards and Risk202011(1): 724-741Evaluation of tree-base data mining algorithms in land used/land cover mapping in a semi-arid environment through Landsat 8 OLI image; Shiraz, IranHossein Moayedi, Ali Jamali, Mohamed Barakat A. Gibril, Loke Kok Foong 等 5 人被引 27阅读 3高影响力 前 10%开放获取媒体技术
EM-T1Reliability Engineering & System Safety2027277: 113161Potash roof stability assessment for mine safety monitoring using acoustic impacts with deep learningMohammad Islam Miah, Kanwar Pannu, Jesse Flaman, Abdul Bais 等 5 人被引 0阅读 4基金开放获取材料力学金融风险与机器学习
EM-T1International Journal of Disaster Risk Reduction202154: 102032-102032A multi-modal approach towards mining social media data during natural disasters - A case study of Hurricane IrmaSomya D. Mohanty, Brown Biggers, Saed Sayedahmed, Nastaran Pourebrahim 等 10 人被引 37阅读 1高影响力 前 10%基金开放获取传播学
A+Marketing ScienceUTD24FT50201635(3): 363-388A Structured Analysis of Unstructured Big Data by Leveraging Cloud ComputingXiao Liu, Param Vir Singh, Kannan Srinivasan被引 184阅读 5高影响力 前 1%开放获取社会科学综合金融风险与机器学习
EM-T1Geomatics, Natural Hazards and Risk202011(1): 1966-1990A data-mining approach towards damage modelling for El Niño events in PeruFabio Brill, Silvia Passuni Pineda, Bruno Espichán Cuya, Heidi Kreibich被引 9阅读 1基金开放获取全球变化金融风险与机器学习