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I

Ioanna Ilia

National Technical University of Athens

23H-index
68Paper Count
3.2KCitation Count
Published Papers 26
Publication Date
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Landslide Susceptibility Evaluation Based on Deep Learning and Imbalanced Sampling at Multi-Scale
errRemote Sensing
IF4.1
err2026-08-20
err0
errOAAI
errWei Chen; Yijing Zheng; Chao Guo; Caihua Liu; Paraskevas Tsangaratos; Ioanna Ilia; Xiaole Zheng
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errSave
A Framework Integrating Slope-Unit Parameter Optimization and Ensemble Machine Learning for Landslide Susceptibility Mapping
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
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errSave
Revisiting collapse sinkholes in urban loess roads affected by dynamic seepage: Theoretical and numerical investigations
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
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errSave
Landslide susceptibility evaluation by spatial data-driven technology under different resolutions of the slope units
errEnvironmental Earth Sciences
IF2.8
err2025-11-01
err0
PREAI
errXia Zhao; Wei Chen; Paraskevas Tsangaratos; Ioanna Ilia
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errSave
Landslide spatial prediction using data-driven based statistical and hybrid computational intelligence algorithms
errGEOCARTO INTERNATIONAL
IF3.5
err2025-05-26
err0
errOAAI
errXia Zhao; Wei Chen; Paraskevas Tsangaratos; Ioanna Ilia; Qingfeng He
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errSave
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
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errSave
Optimizing landslide susceptibility mapping using integrated forest by penalizing attributes model with ensemble algorithms
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
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Prediction of the Height of Water-Conducting Fissure Zone for Shallow-Buried Coal Seams Under Fully Mechanized Caving Conditions in Northern Shaanxi Province
errWATER
IF3
err2025-01-23
err0
errOAAI
errChen, Wei; Geng, Shujia; Chen, Xi; Li, Tao; Tsangaratos, Paraskevas; Ilia, Ioanna
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errSave
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
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errSave
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
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errSave
Hybrid Integration of Bagging and Decision Tree Algorithms for Landslide Susceptibility Mapping
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
errShare
errSave
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
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errSave
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
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errSave
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
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errSave
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
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errSave
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
errShare
errSave
Groundwater spring potential mapping using population-based evolutionary algorithms and data mining methods
errSCIENCE OF THE TOTAL ENVIRONMENT
IF8
err2019-09-01
err106
PREAI
errChen, Wei; Tsangaratos, Paraskevas; Ilia, Ioanna; Duan, Zhao; Chen, Xinjian
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errSave
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
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errSave
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
errSCIENCE OF THE TOTAL ENVIRONMENT
IF8
err2018-07-01
err140
PREAI
errHong, Haoyuan; Tsangaratos, Paraskevas; Ilia, Ioanna; Liu, Junzhi; Zhu, A-Xing; Xu, Chong
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errSave
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
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
W
Wei Chen
H-index: 81 · Papers: 271
H
Haoyuan Hong
H-index: 68 · Papers: 122
王
王桂荣 (Guirong Wang)
H-index: 67 · Papers: 461
A
A‐Xing Zhu
H-index: 63 · Papers: 390
C
Chong Xu
H-index: 59 · Papers: 434
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