Ioanna Ilia

National Technical University of Athens

Greece

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Articles (10)

Year:

2025

Year:

2025

Year:

2025

Year:

2024

Year:

2024

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2024

Year:

2024

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2023

Year:

2023

Year:

2023

Collaborators (4)

Paraskevas Tsangaratos

Assistant Professor

National Technical University of Athens

GREECE

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Nikolaos Spanoudakis

Laboratory Teaching Assistant

Technical University of Crete

GREECE

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Maria Perraki

Assistant Professor in Mineralogy

National Technical University of Athens

GREECE

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Haoyuan Hong

Lecturer

Universität Wien

AUSTRIA

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Ioanna Ilia

Research Interests

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Articles (10)

Enhancing Predictive Accuracy of Landslide Susceptibility via Machine Learning Optimization

Machine Learning Approaches for Real-Time Mineral Classification and Educational Applications

Prediction of the Height of Water-Conducting Fissure Zone for Shallow-Buried Coal Seams Under Fully Mechanized Caving Conditions in Northern Shaanxi Province

Rapid Landslide Detection Following an Extreme Rainfall Event Using Remote Sensing Indices, Synthetic Aperture Radar Imagery, and Probabilistic Methods

Application of Naive Bayes, kernel logistic regression and alternation decision tree for landslide susceptibility mapping in Pengyang County, China

Hybrid Integration of Bagging and Decision Tree Algorithms for Landslide Susceptibility Mapping

Exploring advanced machine learning techniques for landslide susceptibility mapping in Yanchuan County, China

Applying a 1D Convolutional Neural Network in Flood Susceptibility Assessments—The Case of the Island of Euboea, Greece

Discriminant Analysis of Water Inrush Sources in the Weibei Coalfield, Shaanxi Province, China

Optimizing Rotation Forest-Based Decision Tree Algorithms for Groundwater Potential Mapping

Collaborators (4)

Paraskevas Tsangaratos

Nikolaos Spanoudakis

Maria Perraki

Haoyuan Hong

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