EM-WoSExpert Systems with Applications2027333: 133875Mgrad-CAM: Class activation map based on multi-label gradient feedbackYanshan Li, Xinhua Mo, Hongfang Zheng, Jianlin Xiang 等 6 人被引 0阅读 3基金开放获取人工智能
EM-WoSExpert Systems with Applications2022202: 117271-117271Machine learning interpretability for a stress scenario generation in credit scoring based on counterfactualsAndreas Bueff, Mateusz Cytryński, Raffaella Calabrese, Matthew Jones 等 7 人被引 49阅读 1高影响力 前 10%基金开放获取人工智能金融风险与机器学习
EM-WoSComputers & Industrial Engineering2025212: 111640-111640HeteroX: An interpretable Dual-tier Heterogeneous Graph for sustainable investment decisionsFirouzeh Rosa Taghikhah, Shaghayegh Hosseinpour, Junbin Gao被引 1阅读 1基金开放获取人工智能实物期权与能源/绿色投资
EM-WoSExpert Systems with Applications2026315: 131719-131719Interpretable long-horizon air pollution forecasting using a transformer-based frameworkZhiguo Zhang, Xiaoliang Ma, Magnuz Engardt, Daniel Schlesinger 等 5 人被引 3高影响力 前 10%基金开放获取环境工程金融风险与机器学习
EM-WoSExpert Systems with Applications2027332: 133499Adaptive Hermite Kolmogorov-Arnold Networks (AHKAN): Stable geometric neural operators for multi-level connectivity and derivative-informed learningUgur Kadak被引 0阅读 7开放获取人工智能
EM-T1Stochastic Environmental Research and Risk Assessment202640(5)Machine learning-based rainfall prediction across temporal scales: model benchmarking and explainability analysisTarık Talan被引 2阅读 8高影响力 前 10%基金开放获取环境工程应急治理与韧性政策金融风险与机器学习
EM-T3Therapeutics and Clinical Risk Management2024Volume 20: 761-773Leveraging 3D Convolutional Neural Networks for Accurate Recognition and Localization of Ankle FracturesHua Wang, Jichong Ying, Jianlei Liu, Tianming Yu 等 5 人被引 8阅读 1开放获取生物医学工程
EM-WoSInformation Sciences2025723: 122648-122648Unified graph-based framework for visual explainability in convolutional neural networksBasim Azam, Pubudu Sanjeewani, Brijesh Verma, Ashfaqur Rahman 等 5 人被引 2阅读 1基金开放获取人工智能金融风险与机器学习
EM-T2BMC Public Health202626(1)Development of an interpretable machine learning model-based online tool for risk prediction of falls and fall-related injuries in Chinese middle-aged and older adults with depressive symptoms-a longitudinal study based on the CHARLS databaseMei Yuan, Siran Bi, Ziyi Chen, Xiaoli Fan 等 6 人被引 0阅读 1开放获取物理治疗与运动康复金融风险与机器学习
EM-T2BMC Public Health2026Predicting health, economy, and environmental indicators: a comparative machine learning approachMurat Tekbaş, Elif Aktepe被引 1阅读 4高影响力 前 10%开放获取经济学与计量经济学金融风险与机器学习
EM-T2Traffic Injury Prevention20261-12Insurance claim level estimation and influencing factor analysis for electric vehicles: A case study in Changsha cityJunqing Ye, Xin Deng, Jinjun Tang被引 0阅读 2经济学与计量经济学金融风险与机器学习
EM-WoSExpert Systems with Applications2027333: 133978A physical soft-constraint interpretability-based multimodal deep learning model for small-sample fault diagnosis of pressurized water reactor coolant systems in nuclear power plantsKeshun You, Haidong Shao, Yajun Wang, Yanhui Lin 等 5 人被引 1阅读 5高影响力 前 10%基金控制与系统工程金融风险与机器学习
EM-WoSExpert Systems with Applications2025281: 127718-127718LSBT-Net: A lightweight framework for fault diagnosis of bearings based on an interpretable spatial-temporal modelYicheng Duan, Tongguang Yang, Chenlin Wang, Yongjian Zhang 等 6 人被引 32阅读 1高影响力 前 1%基金控制与系统工程
EM-T2BMC Public Health202626(1)Geospatial and machine learning analyses of cardiovascular disease mortality across the continental United States: Identifying associated variables using Shapley valuesNima Kianfar, Mahdi Taghi, Shayan Dasdar, Abolfazl Mollalo 等 5 人被引 10高影响力 前 1%开放获取流行病学金融风险与机器学习
EM-T2BMC Public Health202525(1): 1145-1145Interpretable machine learning method to predict the risk of pre-diabetes using a national-wide cross-sectional data: evidence from CHNSXiaolong Li, Fan Ding, Lu Zhang, Shi Zhao 等 10 人被引 22阅读 1高影响力 前 1%基金开放获取健康信息管理金融风险与机器学习
EM-T2Ecotoxicology and Environmental Safety2024290: 117570-117570Predicting the risk of cardiovascular disease in adults exposed to heavy metals: Interpretable machine learningMeiyue Shen, Yine Zhang, Runqing Zhan, Tingwei Du 等 9 人被引 25阅读 1高影响力 前 10%开放获取健康、毒理与致突变金融风险与机器学习
EM-WoSExpert Systems with Applications2027332: 133694Adversarial patch attacks on vision transformers using transferable gray-box with self-attentionHuong-Giang Doan, Bao-Chau Ho, Thi Thanh Thuy Pham, Ngoc-Trung Nguyen 等 5 人被引 0阅读 5开放获取人工智能
EM-WoSExpert Systems with Applications201542(13): 5737-5753Enhancing accuracy and interpretability of ensemble strategies in credit risk assessment. A correlated-adjusted decision forest proposalRaquel Flórez‐López, JUAN MANUEL RAMON JERONIMO被引 108阅读 1高影响力 前 1%会计
EM-T2Ecotoxicology and Environmental Safety2024286: 117210-117210Identifying cardiovascular disease risk in the U.S. population using environmental volatile organic compounds exposure: A machine learning predictive model based on the SHAP methodologyQingan Fu, Yanze Wu, Min Sheng Zhu, Yunlei Xia 等 8 人被引 63高影响力 前 1%基金开放获取健康信息管理金融风险与机器学习
EM-T2BMC Public Health202626(1)Determinants of modern family planning use among married adolescents in Bangladesh: evidence from a machine learning approachShawkatul Islam, Md Eyah Eya, Muhammad Khairul Alam被引 0阅读 6基金开放获取公共卫生、环境与职业健康金融风险与机器学习
