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I

Ioanna Ilia

National Technical University of Athens

23H指数
68论文数
3.2K被引数
收录论文 26
发表时间
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Landslide Susceptibility Evaluation Based on Deep Learning and Imbalanced Sampling at Multi-Scale基于深度学习和多尺度不平衡采样的滑坡易发性评价
errRemote Sensing
IF4.1
err2026-08-20
err0
errOAAI
errWei Chen; Yijing Zheng; Chao Guo; Caihua Liu; Paraskevas Tsangaratos; Ioanna Ilia; Xiaole Zheng
err分享
err收藏
A Framework Integrating Slope-Unit Parameter Optimization and Ensemble Machine Learning for Landslide Susceptibility Mapping基于坡面单元参数优化与集成机器学习的滑坡易发性制图框架
errRemote Sensing
IF4.1
err2026-07-23
err0
errOAAI
errWei Chen; Ping Wei; Xia Zhao; Lingyu Zhang; Wenju Yang; Xiaotong Fu; Xiaole Zheng; Paraskevas Tsangaratos; Ioanna Ilia
err分享
err收藏
Revisiting collapse sinkholes in urban loess roads affected by dynamic seepage: Theoretical and numerical investigations重新审视受动态渗流影响的黄土道路中的坍塌型 sinkhole：理论及数值研究
errSoil Dynamics and Earthquake Engineering
IF4.6
err2026-03-19
err0
PREAI
errKuan Liu; Xueyang Sun; Wanjun Ye; Xi'an Li; Li Wang; Faning Dang; Paraskevas Tsangaratos; Ioanna Ilia; Wei Chen
err分享
err收藏
Landslide susceptibility evaluation by spatial data-driven technology under different resolutions of the slope units基于空间数据驱动技术的不同坡面单元分辨率下的滑坡易发性评价
errEnvironmental Earth Sciences
IF2.8
err2025-11-01
err0
PREAI
errXia Zhao; Wei Chen; Paraskevas Tsangaratos; Ioanna Ilia
err分享
err收藏
Landslide spatial prediction using data-driven based statistical and hybrid computational intelligence algorithms基于数据驱动的统计和混合计算智能算法的滑坡空间预测
errGEOCARTO INTERNATIONAL
IF3.5
err2025-05-26
err0
errOAAI
errXia Zhao; Wei Chen; Paraskevas Tsangaratos; Ioanna Ilia; Qingfeng He
err分享
err收藏
Assessment of the effects of characterization methods selection on the landslide susceptibility: a comparison between logistic regression (LR), naive bayes (NB) and radial basis function network (RBF Network)
errBULLETIN OF ENGINEERING GEOLOGY AND THE ENVIRONMENT
IF4.2
err2025-02-15
err0
PREAI
errShang, Hui; Su, Lixiang; Liu, Yang; Tsangaratos, Paraskevas; Ilia, Ioanna; Chen, Wei; Cui, Shaobo; Duan, Zhao
err分享
err收藏
Optimizing landslide susceptibility mapping using integrated forest by penalizing attributes model with ensemble algorithms利用集成森林和惩罚属性模型结合集成算法优化滑坡易发性制图
errEARTH SCIENCE INFORMATICS
IF3
err2025-02-03
err0
PREAI
errChen, Wei; Wang, Chao; Zhao, Xia; Bai, Li; He, Qingfeng; Chen, Xi; Zhao, Qifei; Zhao, Ruixin; Li, Tao; Tsangaratos, Paraskevas; Ilia, Ioanna
err分享
err收藏
Prediction of the Height of Water-Conducting Fissure Zone for Shallow-Buried Coal Seams Under Fully Mechanized Caving Conditions in Northern Shaanxi Province陕北综放条件下浅埋煤层导水裂隙带高度预测
errWATER
IF3
err2025-01-23
err0
errOAAI
errChen, Wei; Geng, Shujia; Chen, Xi; Li, Tao; Tsangaratos, Paraskevas; Ilia, Ioanna
err分享
err收藏
Rapid Landslide Detection Following an Extreme Rainfall Event Using Remote Sensing Indices, Synthetic Aperture Radar Imagery, and Probabilistic Methods
errLAND
IF3.2
err2024-12-26
err0
errOAAI
errChrysafi, Aikaterini-Alexandra; Tsangaratos, Paraskevas; Ilia, Ioanna; Chen, Wei
err分享
err收藏
Application of Naive Bayes, kernel logistic regression and alternation decision tree for landslide susceptibility mapping in Pengyang County, China
errNATURAL HAZARDS
IF3.7
err2024-05-25
err4
PREAI
errShang, Hui; Liu, Sihang; Zhong, Jiaxin; Tsangaratos, Paraskevas; Ilia, Ioanna; Chen, Wei; Chen, Yunzhi; Liu, Yang
err分享
err收藏
Hybrid Integration of Bagging and Decision Tree Algorithms for Landslide Susceptibility Mapping用于滑坡敏感性映射的Bagging和决策树算法的混合集成
errWATER
IF3
err2024-02-23
err4
errOAAI
errZhang, Qi; Ning, Zixin; Ding, Xiaohu; Wu, Junfeng; Wang, Zhao; Tsangaratos, Paraskevas; Ilia, Ioanna; Wang, Yukun; Chen, Wei
err分享
err收藏
Optimizing Rotation Forest-Based Decision Tree Algorithms for Groundwater Potential Mapping
errWATER
IF3
err2023-06-19
err8
errOAAI
errChen, Wei; Wang, Zhao; Wang, Guirong; Ning, Zixin; Lian, Boxiang; Li, Shangjie; Tsangaratos, Paraskevas; Ilia, Ioanna; Xue, Weifeng
err分享
err收藏
Selected Worldwide Cases of Land Subsidence Due to Groundwater Withdrawal
errWATER
IF3
err2023-03-13
err19
errOAAI
errTzampoglou, Ploutarchos; Ilia, Ioanna; Karalis, Konstantinos; Tsangaratos, Paraskevas; Zhao, Xia; Chen, Wei
err分享
err收藏
Discriminant Analysis of Water Inrush Sources in the Weibei Coalfield, Shaanxi Province, China
errWATER
IF3
err2023-01-23
err5
errOAAI
errXue, Weifeng; Hou, Enke; Zhao, Xia; Ye, Yong; Tsangaratos, Paraskevas; Ilia, Ioanna; Chen, Wei
err分享
err收藏
Introducing a novel multi-layer perceptron network based on stochastic gradient descent optimized by a meta-heuristic algorithm for landslide susceptibility mapping
errSCIENCE OF THE TOTAL ENVIRONMENT
IF8
err2020-11-01
err86
PREAI
errHong, Haoyuan; Tsangaratos, Paraskevas; Ilia, Ioanna; Loupasakis, Constantinos; Wang, Yi
err分享
err收藏
Evaluating the usage of tree-based ensemble methods in groundwater spring potential mapping
errJOURNAL OF HYDROLOGY
IF6.3
err2020-04-01
err108
PREAI
errChen, Wei; Zhao, Xia; Tsangaratos, Paraskevas; Shahabi, Himan; Ilia, Ioanna; Xue, Weifeng; Wang, Xiaojing; Bin Ahmad, Baharin
err分享
err收藏
Groundwater spring potential mapping using population-based evolutionary algorithms and data mining methods基于种群进化算法和数据挖掘方法的地下水泉势图
errSCIENCE OF THE TOTAL ENVIRONMENT
IF8
err2019-09-01
err106
PREAI
errChen, Wei; Tsangaratos, Paraskevas; Ilia, Ioanna; Duan, Zhao; Chen, Xinjian
err分享
err收藏
Applying population-based evolutionary algorithms and a neuro-fuzzy system for modeling landslide susceptibility
errCATENA
IF5.7
err2019-01-01
err216
PREAI
errChen, Wei; Panahi, Mandi; Tsangaratos, Paraskevas; Shahabi, Himan; Ilia, Ioanna; Panahi, Somayeh; Li, Shaojun; Jaafari, Abolfazl; Bin Ahmad, Baharin
err分享
err收藏
Applying genetic algorithms to set the optimal combination of forest fire related variables and model forest fire susceptibility based on data mining models. The case of Dayu County, China应用遗传算法设置林火相关变量的最优组合，并基于数据挖掘模型对林火易发性进行建模。中国大余县案例
errSCIENCE OF THE TOTAL ENVIRONMENT
IF8
err2018-07-01
err140
PREAI
errHong, Haoyuan; Tsangaratos, Paraskevas; Ilia, Ioanna; Liu, Junzhi; Zhu, A-Xing; Xu, Chong
err分享
err收藏
Application of fuzzy weight of evidence and data mining techniques in construction of flood susceptibility map of Poyang County, China
errSCIENCE OF THE TOTAL ENVIRONMENT
IF8
err2018-06-01
err295
PREAI
errHong, Haoyuan; Tsangaratos, Paraskevas; Ilia, Ioanna; Liu, Junzhi; Zhu, A-Xing; Chen, Wei
err分享
err收藏

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