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Paraskevas Tsangaratos

National Technical University of Athens

25H-index
93Paper Count
3.7KCitation Count
Published Papers 31
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 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
Advanced machine learning techniques for enhanced landslide susceptibility mapping: Integrating geotechnical parameters in the case of Southwestern Cyprus
errEARTH SCIENCE INFORMATICS
IF3
err2025-04-03
err1
errOAAI
errTzampoglou, P.; Loukidis, D.; Anastasiades, A.; Tsangaratos, P.
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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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errSave
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
Application of multiple spatial interpolation approaches to annual rainfall data in the Wadi Cheliff basin (north Algeria)
errAIN SHAMS ENGINEERING JOURNAL
IF5.9
err2024-03-01
err2
errOAAI
errAchite, Mohammed; Tsangaratos, Paraskevas; Pellicone, Gaetano; Mohammadi, Babak; Caloiero, Tommaso
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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
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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
Flash flood susceptibility mapping using stacking ensemble machine learning models
errGEOCARTO INTERNATIONAL
IF3.5
err2022-07-06
err19
PREAI
errIlia, Loanna; Tsangaratos, Paraskevas; Tzampoglou, Ploutarchos; Chen, Wei; Hong, Haoyuan
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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
Comparing the prediction performance of a Deep Learning Neural Network model with conventional machine learning models in landslide susceptibility assessment
errCATENA
IF5.7
err2020-05-01
err314
PREAI
errDieu Tien Bui; Tsangaratos, Paraskevas; Viet-Tien Nguyen; Ngo Van Liem; Phan Trong Trinh
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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
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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
Flash flood susceptibility modeling using an optimized fuzzy rule based feature selection technique and tree based ensemble methods
errSCIENCE OF THE TOTAL ENVIRONMENT
IF8
err2019-06-01
err201
PREAI
errDieu Tien Bui; Tsangaratos, Paraskevas; Phuong-Thao Thi Ngo; Tien Dat Pham; Binh Thai Pham
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
D
Dieu Tien Bui
H-index: 112 · Papers: 300
B
Binh Thai Pham
H-index: 95 · Papers: 330
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
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