Browsing Mühendislik Fakültesi by Author "Gokceoglu, Candan"
Now showing items 1-4 of 4
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A Convolutional Neural Network Architecture For Auto-Detection Of Landslide Photographs To Assess Citizen Science And Volunteered Geographic Information Data Quality
Can, Recep; Kocaman, Sultan; Gokceoglu, Candan (2019)Several scientific processes benefit from Citizen Science (CitSci) and VGI (Volunteered Geographical Information) with the help of mobile and geospatial technologies. Studies on landslides can also take advantage of these ... -
A Novel Performance Assessment Approach Using Photogrammetric Techniques For Landslide Susceptibility Mapping With Logistic Regression, Ann And Random Forest
Sevgen, Eray; Kocaman, Sultan; Nefeslioglu, Hakan A.; Gokceoglu, Candan (2019)Prediction of possible landslide areas is the first stage of landslide hazard mitigation efforts and is also crucial for suitable site selection. Several statistical and machine learning methodologies have been applied for ... -
An Assessment On Permeability And Grout Take Of Limestone: A Case Study At Mut Dam, Karaman, Turkey
Kayabasi, Ali; Gokceoglu, Candan (2019)The main purposes of the present study are to evaluate pilot grouting and to develop regression equations for prediction of grout intake. There are no permeability problems with the sandstone-siltstone-claystone alternations ... -
An Experimental Research On The Use Of Recurrent Neural Networks In Landslide Susceptibility Mapping
Mutlu, Begum; Nefeslioglu, Hakan A.; Sezer, Ebru A.; Akcayol, M. Ali; Gokceoglu, Candan (2019)Natural hazards have a great number of influencing factors. Machine-learning approaches have been employed to understand the individual and joint relations of these factors. However, it is a challenging process for a machine ...