Претрага
174 items
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Long-term rockslope monitoring and rockfall prediction
Miloš Marjanović, Biljana Abolmasov, Marko Pejić, Jelka Krušić. "Long-term rockslope monitoring and rockfall prediction" in Proceedings of 3rd European Regional Conference of IAEG/ Athens/ Greece/ 6-10 October 2021, International Association for Engineering Geology and the Environment (2021)
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From post-disaster landslides inventory to open landslides data
Biljana Abolmasov, Miloš Marjanović, Uroš Đurić, Jelka Krušić. "From post-disaster landslides inventory to open landslides data" in Proceedings of 3rd European Regional Conference of IAEG/ Athens/ Greece/ 6-10 October 2021, International Association for Engineering Geology and the Environment (2021)
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Praktikum iz inženjerske geologije
Miloš Marjanović, Biljana Abolmasov, Uroš Đurić, Jelka Krušić. Praktikum iz inženjerske geologije, Beograd : Univerzitet u Beogradu, Rudarsko-geološki fakultet, 2020
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Machine learning based landslide assessment of the Belgrade metropolitan area: Pixel resolution effects and a cross-scaling concept
Improvements of Machine Learning-based landslide prediction models can be made by optimizing scale, customizing training samples to provide sets with the best examples, feature selection, etc. Herein, a novel approach, named Cross-Scaling, is proposed that includes the mixing of training and testing set resolutions. Hypothetically, training on a coarser resolution dataset and testing the model on a finer resolution should help the algorithm to better generalize ambiguous examples of landslide classes and yield fewer over/underestimations in the model. This ...Uroš Đurić, Miloš Marjanović, Zoran Radić, Biljana Abolmasov. " Machine learning based landslide assessment of the Belgrade metropolitan area: Pixel resolution effects and a cross-scaling concept" in Engineering Geology , Elsevier (2019). https://doi.org/10.1016/j.enggeo.2019.05.007
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Integrating landslide magnitude in the susceptibility assessment of the City of Doboj, using machine learning and heuristic approach
In this work, landslide assessment of the Doboj City area was modeled by combining machine learning and heuristic tools. The machine learning part was used to map the Morphometric factor. i.e. probability of landslides based on relation between the magnitude of events and morphometric parameters: elevation, distance to streams, slope, profile curvature, and aspect. The Random Forest and Support Vector Machines algorithms were implemented in the learning protocol, which included several strategies: balancing of the training/testing set size, algorithm ...Cvjetko Sandić, Miloš Marjanović, Biljana Abolmasov, Radislav Tošić. "Integrating landslide magnitude in the susceptibility assessment of the City of Doboj, using machine learning and heuristic approach" in Journal of Maps, Taylor&Francis (2023). https://doi.org/ 10.1080/17445647.2022.2163199
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Probabilistic analysis of anisotropic rock slope with reinforcement measures
During the construction of E75 highway through Grdelica gorge in Serbia, a major failure occurred in the zone of reinforced rock slope. Excavation was performed in highly anisotropic Paleozoic schist rock formation. The reinforcement consisted of the two rows of micropile wall with pre-stressed anchors. Forces in anchors were monitored with load cells while benchmarks were installed for superficial displacement measurements. The aim of the study is to investigate possible causes of instability considering different probability distributions of the ...Zoran Berisavljević, Dušan Berisavljević, Miloš Marjanović, Svetlana Melentijević. "Probabilistic analysis of anisotropic rock slope with reinforcement measures" in Geomechanics and Engineering (2023). https://doi.org/10.12989/gae.2023.34.3.285
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Concepts for Improving Machine Learning Based Landslide Assessment
Miloš Marjanović, Mileva Samardžić Petrović, Biljana Abolmasov, Uroš Đurić. "Concepts for Improving Machine Learning Based Landslide Assessment" in Natural Hazards GIS-based Spatial Modeling Using Data Mining Techniques, Advances in Natural and Technological Hazards Research, volume 48, Springer Nature Switzerland AG 2019 (2019). https://doi.org/10.1007/978-3-319-73383-8_2
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Rockfall Monitoring Based on Surface Models
Bogdanović Snežana, Marjanović MIloš, Abolmasov Biljana, Đurić Uroš, Basarić Irena. "Rockfall Monitoring Based on Surface Models" in Surface models for geosciences, Ostrava, Czech Republic:Springer (2015): 37-44. https://doi.org/10.1007/978-3-319-18407-4
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Mechanism and Dynamics of Umka Landslide, Belgrade, Serbia
Abolmasov Biljana, Milenković Svetozar, Jelisavac Branko, Đurić Uroš, Marjanović Miloš. "Mechanism and Dynamics of Umka Landslide, Belgrade, Serbia" in Landslide science for a safer geoenvironment - the international programme on landslides (IPL) 1, Berlin, Germany:Springer (2014): 297-302. https://doi.org/10.1007/978-3-319-04999-1_41
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IPL Project 181: Study of Slow Moving Landslide Umka Near Belgrade, Serbia
Abolmasov Biljana, Milenković Svetozar, Jelisavac Branko, Đurić Uroš, Marjanović Miloš. "IPL Project 181: Study of Slow Moving Landslide Umka Near Belgrade, Serbia" in Landslide science for a safer geoenvironment - the international programme on landslides (IPL) 1, Berlin, Germany:Springer International Publishing (2014): 75-80. https://doi.org/10.1007/978-3-319-04999-1_5
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Portable geotechnics-using android smart phones and tablets for geotechnical filed investigations
Đurić Uroš, Abolmasov Biljana, Petrović Dragana, Marjanović Miloš, Kuzmić Petar. "Portable geotechnics-using android smart phones and tablets for geotechnical filed investigations" in Proceeding of 13th International Multidisciplinary Scientific Conference SGEM 2013, Section-Informatics, Geoinformatics, Cartography and GIS 8 no. 1, Albena, Bulgaria :BASCI (2013): 513-520. https://doi.org/10.5593/sgem2013
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Basic kinematic analysis of rock slope using terrestrial 3D laser scanning on the M-22 highroad pilot site
Marjanović Miloš, Abolmasov Biljana, Đurić Uroš, Zečević Snežana, Šušić Vladimir. "Basic kinematic analysis of rock slope using terrestrial 3D laser scanning on the M-22 highroad pilot site" in Proceedings of the EUROCK 2013 – Rock mechanics for resources, Energy and Environment, 23-26. september 2013., Wroclaw, Poland 2 no. 1, Wroclaw, Poland:Taylor&Francis Group London (2013): 679-683
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Applying terrestrial laser scanning in geotechnical engineering
Bogdanović Snežana, Marjanović Miloš, Abolmasov Biljana, Đurić Uroš, Pejić Marko. "Applying terrestrial laser scanning in geotechnical engineering" in Proceedings of 4th International Symposium of Macedonian Association for Geotechnics 1 no. 1, Struga, FYROM:Faculty of Civil Engineering, Skopje, Republic of Macedonia (2014): 337-342
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Landslide events in Serbia in May 2014: An overview
Marjanović Miloš, Abolmasov Biljana, Đurić Uroš, Bogdanović Snežana, Krautblatter Michael. "Landslide events in Serbia in May 2014: An overview" in Abstract book - 2nd Regional Symposium on Landslides in the Adriatic-Balkan Region - 2nd ReSyLAB 2015 1 no. 1, Beograd, Srbija:University of Belgrade, Faculty of Mining and Geology, Belgrade (2015): 157-157
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Landslide Disaster and Relief Activities: A Case Study of Urban Area of Doboj City
Sandić Cvjetko, Abolmasov Biljana, Marjanović Miloš, Begović Petar, Jolović Branko. "Landslide Disaster and Relief Activities: A Case Study of Urban Area of Doboj City" in Advancing Culture of Living with Landslides, Proceedings of 4th World Landslide Forum, Ljubljana 29 May-02 June 2017 3, Berlin:Springer Interantional (2017): 383-393. https://doi.org/DOI 10.1007/978-3-319-53487-9_
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Massive Landsliding in Serbia Following Cyclone Tamara in May 2014 (IPL-210)
Abolmasov Biljana, Marjanović Miloš, Đurić Uroš, Krušić Jelka, Andrejev Katarina. "Massive Landsliding in Serbia Following Cyclone Tamara in May 2014 (IPL-210)" in Advancing Culture of Living with Landslides, Proceedings of 4th World Landslide Forum, Ljubljana 29 May-02 June 2017 1, Berlin:Springer Interantional (2017): 473-484. https://doi.org/DOI 10.1007/978-3-319-59469-9_
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Relative Landslide Risk Assessment for the City of Valjevo
Andrejev Katarina, Krušić Jelka, Đurić Uroš, Marjanović Miloš, Abolmasov Biljana. "Relative Landslide Risk Assessment for the City of Valjevo" in Advancing Culture of Living with Landslides, Proceedings of 4th World Landslide Forum, Ljubljana 29 May-02 June 2017 3, Berlin:Springer Interantional (2017): 525-523. https://doi.org/DOI 10.1007/978-3-319-53483-1_
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Landslide events in Serbia in May 2014: An overview
Marjanović Miloš, Abolmasov Biljana, Đurić Uroš, Bogdanović Snežana, Krautblatter Mihael. "Landslide events in Serbia in May 2014: An overview" in Procedings of 2nd Regional Symposium on Landslides in the Adriatic-Balkan Region - 2nd ReSyLAB 2015 1, Beograd:Rudarsko-geološki fakultet Univerziteta u Beogradu (2017): 239-244
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Jointed rock mass characterization using field and point-cloud data
Marjanović Miloš, Pejić Marko, Đurić Uroš, Krušić Jelka, Abolmasov Biljana. "Jointed rock mass characterization using field and point-cloud data" in Geomechanics and Geodynamics of Rock Masses. Proceedings of the 2018 European Rock Mechanics Symposium. 1, :CRC Press, Taylor and Francis Group (2018): 319-324
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Rockfall simulation on a rock slope along E75 road at km 890+725 to 891-093
Abolmasov Biljana, Marjanović Miloš, Milenković Svetozar, Pejić Marko, Berisavljević Zoran. "Rockfall simulation on a rock slope along E75 road at km 890+725 to 891-093" in Proceedings of the 16th Danube-European Conference on Geotechnical Engineering-Geotechnical hazards and risks: Experiences and practices, Skopje, Republic of Macedonia 1, :Willey Ernst and Sons (2018): 269-274