Branislav Bajat

14 papers Journal 12Unranked 2
YearRankTypeTitle / Venue / Authors
2023 J jnl
Research in computing-intensive simulations for nature-oriented civil-engineering and related scientific fields, using machine learning and big data: an overview of open problems.
J. Big Data
Zoran Babovic, Branislav Bajat, Vladan Dokic, Filip Dordevic, Drazen Draskovic, Nenad Filipovic, Borko Furht, Nikola Gacic, Igor Ikodinovic, Marija Ilic, Ayhan Irfanoglu, Branislav Jelenkovic, Aleksandar Kartelj, Gerhard Klimeck, Nenad Korolija, Milos Kotlar, Milos Kovacevic, Vladan Kuzmanovic, Marko Marinkovic, Slobodan Markovic, Avi Mendelson, Veljko Milutinovic, Aleksandar Neskovic, Natasa Neskovic, Nenad S. Mitic, Bosko Nikolic, Konstantin Novoselov, Arun Prakash, Ivan Ratkovic, Zoran Stojadinovic, Andrey Ustyuzhanin, Stanislaw H. Zak
2023 J jnl
Teaching computing for complex problems in civil engineering and geosciences using big data and machine learning: synergizing four different computing paradigms and four different management domains.
J. Big Data
Zoran Babovic, Branislav Bajat, Dusan Barac, Vesna Bengin, Vladan Dokic, Filip Dordevic, Drazen Draskovic, Nenad Filipovic, Stephan French, Borko Furht, Marija Ilic, Ayhan Irfanoglu, Aleksandar Kartelj, Milan Kilibarda, Gerhard Klimeck, Nenad Korolija, Milos Kotlar, Milos Kovacevic, Vladan Kuzmanovic, Jean-Marie Lehn, Dejan Madic, Marko Marinkovic, Miodrag M. Spalevic, Avi Mendelson, Fedor Mesinger, Gradimir V. Milovanovic, Veljko Milutinovic, Nenad S. Mitic, Aleksandar Neskovic, Natasa Neskovic, Bosko Nikolic, Konstantin Novoselov, Arun Prakash, Jelica Protic, Ivan Ratkovic, Diego Rios, Dan Shechtman, Zoran Stojadinovic, Andrey Ustyuzhanin, Stanislaw H. Zak
2023 J jnl
Transfer learning approach based on satellite image time series for the crop classification problem.
J. Big Data
Ognjen Antonijevic, Slobodan Jelic, Branislav Bajat, Milan Kilibarda
2021 J jnl
The Extension of IFC For Supporting 3D Cadastre LADM Geometry.
ISPRS Int. J. Geo Inf.
Marija Petronijevic, Nenad Visnjevac, Natasa Prascevic, Branislav Bajat
2020 J jnl
Random Forest Spatial Interpolation.
Remote. Sens.
Aleksandar Sekulic, Milan Kilibarda, Gerard B. M. Heuvelink, Mladen Nikolic, Branislav Bajat
2019 J jnl
Prototype of the 3D Cadastral System Based on a NoSQL Database and a JavaScript Visualization Application.
ISPRS Int. J. Geo Inf.
Nenad Visnjevac, Rajica Mihajlovic, Mladen Soskic, Zeljko Cvijetinovic, Branislav Bajat
2018 J jnl
Estimating the Performance of Random Forest versus Multiple Regression for Predicting Prices of the Apartments.
ISPRS Int. J. Geo Inf.
Marjan Ceh, Milan Kilibarda, Anka Lisec, Branislav Bajat
2018 J jnl
Sparse regression interaction models for spatial prediction of soil properties in 3D.
Comput. Geosci.
Milutin Pejovic, Mladen Nikolic, Gerard B. M. Heuvelink, Tomislav Hengl, Milan Kilibarda, Branislav Bajat
2017 J jnl
Machine Learning Techniques for Modelling Short Term Land-Use Change.
ISPRS Int. J. Geo Inf.
Mileva Samardzic-Petrovic, Milos Kovacevic, Branislav Bajat, Suzana Dragicevic
2016 J jnl
Modeling Urban Land Use Changes Using Support Vector Machines.
Trans. GIS
Mileva Samardzic-Petrovic, Suzana Dragicevic, Milos Kovacevic, Branislav Bajat
2011 J jnl
Mapping population change index in Southern Serbia (1961-2027) as a function of environmental factors.
Comput. Environ. Urban Syst.
Branislav Bajat, Tomislav Hengl, Milan Kilibarda, Nikola Krunic
2009 — conf
Geological Units Classification of Multispectral Images by Using Support Vector Machines.
INCoS
Milos Kovacevic, Branislav Bajat, Branislav Trivic, Radmila Pavlovic
2009 — conf
Landslide Susceptibility Assessment with Machine Learning Algorithms.
INCoS
Milos Marjanovic, Branislav Bajat, Milos Kovacevic
2008 J jnl
Geostatistical modeling of topography using auxiliary maps.
Comput. Geosci.
Tomislav Hengl, Branislav Bajat, Dragan Blagojevic, Hannes Isaak Reuter