Search publications

Search EPS Library records by title, author, DOI, keyword, year, proceedings title and scientific area.

Hydrogeology, Engineering Geology and Geotechnics2026

FROM MULTI-CRITERIA SUITABILITY MAPPING TO HYBRID PREDICTIVE MODELLING: AHP AND RANDOM FOREST FOR GROUNDWATER RETENTION ASSESSMENT

Szymon Labojko, Bartosz Stypinski, Agnieszka Malinowska · SWS 2026 Conference Preprints

Hydrogeology Engineering Geology and Geotechnics

Hydrology and Water Resources2025

PROGRAMMING TOOLS FOR INFLOWS FORECASTING IN HYDROPOWER RESERVOIRS

Bogdan Popa, Angela Neagoe, Eliza-Isabela Tică, Florica Popa · 25th International Multidisciplinary Scientific GeoConference Proceedings SGEM 2025, Water Resources, Forest, Marine, and Ocean Ecosystems, Vol 25, Issue 3.2

DOIARIMA Random Forest LSTM

View record

Informatics2023

ANALYSIS OF MACHINE LEARNING ALGORITHMS PERFORMANCES FOR ROAD SEGMENTATION ON VERY HIGH-RESOLUTION SATELLITE IMAGERY AS SUPPORT OF ROAD INFRASTRUCTURE ASSESSMENT

Ivan Brkić, Mario Miler, Marko Ševrović, Damir Medak · SGEM International Multidisciplinary Scientific GeoConference- EXPO Proceedings; 23rd SGEM International Multidisciplinary Scientific GeoConference Proceedings 2023, Informatics, Geoinformatics and Remote Sensing, Vol 23, Issue 2.1.

DOImachine learning satellite imagery Random forests XGBoost U-net

View record

Cartography and GIS2021

A MACHINE LEARNING APPROACH FOR URBAN AREA MAPPING

Ana-Ioana Breaban, Valeria-Ersilia Oniga, Florian Stătescu · SGEM International Multidisciplinary Scientific GeoConference EXPO Proceedings; 21st SGEM International Multidisciplinary Scientific GeoConference Proceedings 2021, Informatics, Geoinformatics and Remote Sensing

DOIcomposite image random forest remote sensing urban indices Iasi Sentinel 2

View record

Informatics2020

INVESTIGATION OF PULSAR STARS ASTRONOMICAL DATASET BY MEANS OF MACHINE LEARNING ALGORITHMS

D. A. Petrusevich · SGEM International Multidisciplinary Scientific GeoConference EXPO Proceedings; 20th International Multidisciplinary Scientific GeoConference Proceedings SGEM 2020, Informatics, Geoinformatics and Remote Sensing

DOIPulsar star classification noise decision tree random forest+2 keywords

View record

Informatics, Geoinformatics and Remote Sensing2014

TWO-STAGE SUBPIXEL IMPERVIOUS SURFACE COVERAGE ESTIMATION: COMPARING C 5.0/CUBIST AND RANDOM FOREST

Katarzyna Bernat · SGEM International Multidisciplinary Scientific GeoConference EXPO Proceedings; 14th SGEM GeoConference on INFORMATICS, GEOINFORMATICS AND REMOTE SENSING

DOIInformatics Geoinformatics and Remote Sensing

View record