Vladimir Kurbalija

According to our database, Vladimir Kurbalija authored at least 43 papers between 2005 and 2024.

Collaborative distances:

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

2024

Towards optimal learning: Investigating the impact of different model updating strategies in federated learning.

Mihailo Ilic, Mirjana Ivanovic, Vladimir Kurbalija, Antonios Valachis

Expert Syst. Appl., 2024

Machine Learning Optimizations of BioMeld-Voxelyze Simulator.

Jela Babic, Dusica Knezevic, Milos Savic, Vladimir Kurbalija, Igor Balaz

Proceedings of the Eleventh Workshop on Software Quality Analysis, 2024

2023

Local intrinsic dimensionality measures for graphs, with applications to graph embeddings.

Milos Savic, Vladimir Kurbalija, Milos Radovanovic

Inf. Syst., October, 2023

Analysis of neuropsychological and neuroradiological features for diagnosis of Alzheimer's disease and mild cognitive impairment.

Vladimir Kurbalija, Zoltan Geler, Tijana Vujanic Stankov, Igor Petrusic, Mirjana Ivanovic, Igor Kononenko, Marija Semnic, Marko Dakovic, Robert Semnic, Zoran Bosnic

Int. J. Medical Informatics, October, 2023

The application of machine learning techniques in prediction of quality of life features for cancer patients.

Milos Savic, Vladimir Kurbalija, Mihailo Ilic, Mirjana Ivanovic, Dusan Jakovetic, Antonios Valachis, Serge Autexier, Johannes Rust, Thanos Kosmidis

Comput. Sci. Inf. Syst., 2023

2022

Elastic distances for time-series classification: Itakura versus Sakoe-Chiba constraints.

Zoltan Geler, Vladimir Kurbalija, Mirjana Ivanovic, Milos Radovanovic

Knowl. Inf. Syst., 2022

Contemporary research trends in computer science and informatics - editorial.

Mirjana Ivanovic, Milos Radovanovic, Vladimir Kurbalija

Comput. Sci. Inf. Syst., 2022

Guest editorial - applications of intelligent systems.

Amelia Badica, Costin Badica, Vladimir Kurbalija, Ladjel Bellatreche, Mirjana Ivanovic

Comput. Sci. Inf. Syst., 2022

2021

Improving Alzheimer's disease classification by performing data fusion with vascular dementia and stroke data.

Zoran Bosnic, Brankica Bratic, Mirjana Ivanovic, Marija Semnic, Iztok Oder, Vladimir Kurbalija, Tijana Vujanic Stankov, Vojislava Bugarski Ignjatovic

J. Exp. Theor. Artif. Intell., 2021

Sentiment prediction based on analysis of customers assessments in food serving businesses.

Zoltan Geler, Milos Savic, Brankica Bratic, Vladimir Kurbalija, Mirjana Ivanovic, Weihui Dai

Connect. Sci., 2021

Editorial.

Mirjana Ivanovic, Milos Radovanovic, Vladimir Kurbalija

Comput. Sci. Inf. Syst., 2021

Local Intrinsic Dimensionality and Graphs: Towards LID-aware Graph Embedding Algorithms.

Milos Savic, Vladimir Kurbalija, Milos Radovanovic

Proceedings of the Similarity Search and Applications - 14th International Conference, 2021

Analysis of Machine Learning Models Predicting Quality of Life for Cancer Patients.

Milos Savic, Vladimir Kurbalija, Mihailo Ilic, Mirjana Ivanovic, Dusan Jakovetic, Antonios Valachis, Serge Autexier, Johannes Rust, Thanos Kosmidis

Proceedings of the MEDES '21: Proceedings of the 13th International Conference on Management of Digital EcoSystems, Virtual Event, Tunisia, November 1, 2021

2020

Role of interactive presentation platform ASQ in delivering web design course.

Brankica Bratic, Vasileios Triglianos, Vladimir Kurbalija, Cesare Pautasso, Mirjana Ivanovic

Smart Learn. Environ., 2020

Weighted <i>k</i>NN and constrained elastic distances for time-series classification.

Zoltan Geler, Vladimir Kurbalija, Mirjana Ivanovic, Milos Radovanovic

Expert Syst. Appl., 2020

Time-Series Classification with Constrained DTW Distance and Inverse-Square Weighted k-NN.

Zoltan Geler, Vladimir Kurbalija, Mirjana Ivanovic, Milos Radovanovic

Proceedings of the International Conference on INnovations in Intelligent SysTems and Applications, 2020

2019

The Influence of Hubness on NN-Descent.

Brankica Bratic, Michael E. Houle, Vladimir Kurbalija, Vincent Oria, Milos Radovanovic

Int. J. Artif. Intell. Tools, 2019

Feature selection based on community detection in feature correlation networks.

Milos Savic, Vladimir Kurbalija, Zoran Bosnic, Mirjana Ivanovic

Computing, 2019

Dynamic Time Warping: Itakura vs Sakoe-Chiba.

Zoltan Geler, Vladimir Kurbalija, Mirjana Ivanovic, Milos Radovanovic, Weihui Dai

Proceedings of the IEEE International Symposium on INnovations in Intelligent SysTems and Applications, 2019

2018

Machine Learning for Predicting Cognitive Diseases: Methods, Data Sources and Risk Factors.

Brankica Bratic, Vladimir Kurbalija, Mirjana Ivanovic, Iztok Oder, Zoran Bosnic

J. Medical Syst., 2018

Two Faces of the Framework for Analysis and Prediction, Part 2 - Research.

Vladimir Kurbalija, Mirjana Ivanovic, Zoltan Geler, Milos Radovanovic

Inf. Technol. Control., 2018

Two Faces of the Framework for Analysis and Prediction, Part 1 - Education.

Vladimir Kurbalija, Mirjana Ivanovic, Zoltan Geler, Milos Radovanovic

Inf. Technol. Control., 2018

Emotion perception and recognition: An exploration of cultural differences and similarities.

Vladimir Kurbalija, Mirjana Ivanovic, Milos Radovanovic, Zoltan Geler, Weihui Dai, Weidong Zhao

Cogn. Syst. Res., 2018

NN-Descent on High-Dimensional Data.

Brankica Bratic, Michael E. Houle, Vladimir Kurbalija, Vincent Oria, Milos Radovanovic

Proceedings of the 8th International Conference on Web Intelligence, Mining and Semantics, 2018

2017

Personality Traits of Students of Helping and Non-Helping Professions: Case-Based Reasoning Approach.

Vladimir Kurbalija, Mirjana Ivanovic, Vojislava Bugarski Ignjatovic, Bojana M. Dinic

Int. J. Qual. Assur. Eng. Technol. Educ., 2017

A Feature Selection Method Based on Feature Correlation Networks.

Milos Savic, Vladimir Kurbalija, Mirjana Ivanovic, Zoran Bosnic

Proceedings of the Model and Data Engineering - 7th International Conference, 2017

2016

Comparison of different weighting schemes for the kNN classifier on time-series data.

Zoltan Geler, Vladimir Kurbalija, Milos Radovanovic, Mirjana Ivanovic

Knowl. Inf. Syst., 2016

Time series analysis and possible applications.

Mirjana Ivanovic, Vladimir Kurbalija

Proceedings of the 39th International Convention on Information and Communication Technology, 2016

Time series reconstruction analysis.

Vladimir Kurbalija, Brankica Bratic

Proceedings of the 8th IEEE International Conference on Intelligent Systems, 2016

2015

Emotional agents - state of the art and applications.

Mirjana Ivanovic, Zoran Budimac, Milos Radovanovic, Vladimir Kurbalija, Weihui Dai, Costin Badica, Mihaela Colhon, Srdan Ninkovic, Dejan Mitrovic

Comput. Sci. Inf. Syst., 2015

Cultural Differences and Similarities in Emotion Recognition.

Vladimir Kurbalija, Mirjana Ivanovic, Milos Radovanovic, Zoltan Geler, Dejan Mitrovic, Weihui Dai, Weidong Zhao

Proceedings of the 7th Balkan Conference on Informatics Conference, 2015

2014

The influence of global constraints on similarity measures for time-series databases.

Vladimir Kurbalija, Milos Radovanovic, Zoltan Geler, Mirjana Ivanovic

Knowl. Based Syst., 2014

Matching Observed with Empirical Reality - What you see is what you get?

Vladimir Kurbalija, Mirjana Ivanovic, Charlotte von Bernstorff, Jens Nachtwei, Hans-Dieter Burkhard

Fundam. Informaticae, 2014

Time-series analysis in the medical domain: A study of Tacrolimus administration and influence on kidney graft function.

Vladimir Kurbalija, Milos Radovanovic, Mirjana Ivanovic, Danilo Schmidt, Gabriela Lindemann von Trzebiatowski, Hans-Dieter Burkhard, Carl Hinrichs

Comput. Biol. Medicine, 2014

Emotional Intelligence and Agents: Survey and Possible Applications.

Mirjana Ivanovic, Milos Radovanovic, Zoran Budimac, Dejan Mitrovic, Vladimir Kurbalija, Weihui Dai, Weidong Zhao

Proceedings of the 4th International Conference on Web Intelligence, 2014

Impact of the Sakoe-Chiba Band on the DTW Time Series Distance Measure for kNN Classification.

Zoltan Geler, Vladimir Kurbalija, Milos Radovanovic, Mirjana Ivanovic

Proceedings of the Knowledge Science, Engineering and Management, 2014

2013

Quality checking and mining nephrology biopsy data.

Milos Radovanovic, Gabriela Lindemann von Trzebiatowski, Vladimir Kurbalija, Mirjana Ivanovic, Hans-Dieter Burkhard, Danilo Schmidt, Carl Hinrichs

Proceedings of the Balkan Conference in Informatics, 2013

2012

Time-series mining in a psychological domain.

Vladimir Kurbalija, Charlotte von Bernstorff, Hans-Dieter Burkhard, Jens Nachtwei, Mirjana Ivanovic, Lidija Fodor

Proceedings of the Balkan Conference in Informatics, 2012, 2012

2010

A Framework for Time-Series Analysis.

Vladimir Kurbalija, Milos Radovanovic, Zoltan Geler, Mirjana Ivanovic

Proceedings of the Artificial Intelligence: Methodology, 2010

2009

Case-based curve behaviour prediction.

Vladimir Kurbalija, Mirjana Ivanovic, Zoran Budimac

Softw. Pract. Exp., 2009

2008

Case-Based Reasoning Framework for Generating Wide-Range Decision Support Systems.

Vladimir Kurbalija, Mirjana Ivanovic, Zoran Budimac

Proceedings of the International Conference on Artificial Intelligence and Pattern Recognition, 2008

2007

Multiple Sclerosis Diagnoses--Case-Base Reasoning Approach.

Vladimir Kurbalija, Mirjana Ivanovic, Zoran Budimac, Marija Semnic

Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007

2005

Case-Based Reasoning for Financial Prediction.

Dragan Simic, Zoran Budimac, Vladimir Kurbalija, Mirjana Ivanovic

Proceedings of the Innovations in Applied Artificial Intelligence, 2005