Branislav Bajat

According to our database, Branislav Bajat authored at least 14 papers between 2008 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

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.

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 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

J. Big Data, December, 2023

Transfer learning approach based on satellite image time series for the crop classification problem.

Ognjen Antonijevic, Slobodan Jelic, Branislav Bajat, Milan Kilibarda

J. Big Data, December, 2023

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.

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 Mitic, Bosko Nikolic, Konstantin Novoselov, Arun Prakash, Ivan Ratkovic, Zoran Stojadinovic, Andrey Ustyuzhanin, Stanislaw H. Zak

J. Big Data, 2023

2021

The Extension of IFC For Supporting 3D Cadastre LADM Geometry.

Marija Petronijevic, Nenad Visnjevac, Natasa Prascevic, Branislav Bajat

ISPRS Int. J. Geo Inf., 2021

2020

Random Forest Spatial Interpolation.

Aleksandar Sekulic, Milan Kilibarda, Gerard B. M. Heuvelink, Mladen Nikolic, Branislav Bajat

Remote. Sens., 2020

2019

Prototype of the 3D Cadastral System Based on a NoSQL Database and a JavaScript Visualization Application.

Nenad Visnjevac, Rajica Mihajlovic, Mladen Soskic, Zeljko Cvijetinovic, Branislav Bajat

ISPRS Int. J. Geo Inf., 2019

2018

Estimating the Performance of Random Forest versus Multiple Regression for Predicting Prices of the Apartments.

Marjan Ceh, Milan Kilibarda, Anka Lisec, Branislav Bajat

ISPRS Int. J. Geo Inf., 2018

Sparse regression interaction models for spatial prediction of soil properties in 3D.

Milutin Pejovic, Mladen Nikolic, Gerard B. M. Heuvelink, Tomislav Hengl, Milan Kilibarda, Branislav Bajat

Comput. Geosci., 2018

2017

Machine Learning Techniques for Modelling Short Term Land-Use Change.

Mileva Samardzic-Petrovic, Milos Kovacevic, Branislav Bajat, Suzana Dragicevic

ISPRS Int. J. Geo Inf., 2017

2016

Modeling Urban Land Use Changes Using Support Vector Machines.

Mileva Samardzic-Petrovic, Suzana Dragicevic, Milos Kovacevic, Branislav Bajat

Trans. GIS, 2016

2011

Mapping population change index in Southern Serbia (1961-2027) as a function of environmental factors.

Branislav Bajat, Tomislav Hengl, Milan Kilibarda, Nikola Krunic

Comput. Environ. Urban Syst., 2011

2009

Landslide Susceptibility Assessment with Machine Learning Algorithms.

Milos Marjanovic, Branislav Bajat, Milos Kovacevic

Proceedings of the 1st International Conference on Intelligent Networking and Collaborative Systems, 2009

Geological Units Classification of Multispectral Images by Using Support Vector Machines.

Milos Kovacevic, Branislav Bajat, Branislav Trivic, Radmila Pavlovic

Proceedings of the 1st International Conference on Intelligent Networking and Collaborative Systems, 2009

2008

Geostatistical modeling of topography using auxiliary maps.

Tomislav Hengl, Branislav Bajat, Dragan Blagojevic, Hannes Isaak Reuter

Comput. Geosci., 2008