Vladimir Kurbalija

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Mirjana IvanovicFull Professor, Faculty of Sciences, University of Novi SadVerified email at dmi.uns.ac.rs
Miloš RadovanovićProfessor of Computer Science, Faculty of Sciences, University of Novi Sad, SerbiaVerified email at dmi.uns.ac.rs
Zoltan GelerAssociate Professor, University of Novi Sad, SerbiaVerified email at ff.uns.ac.rs
Zoran BudimacDept of mathematics and informatics, Faculty of sciences, University of Novi Sad, Novi Sad, SerbiaVerified email at dmi.uns.ac.rs
Milos SavicDepartment of Mathematics and Informatics, Faculty of Sciences, University of Novi Sad, SerbiaVerified email at dmi.uns.ac.rs
Brankica Bratić DimićFaculty of Sciences, University of Novi SadVerified email at dmi.uns.ac.rs
Weihui DaiFull Professor of School of Management, Fudan UniversityVerified email at fudan.edu.cn
Zoran BosnićUniversity of Ljubljana, Faculty of Computer and Information ScienceVerified email at fri.uni-lj.si
Mihailo IlicDepartment of Mathematics and Informatics, Faculty of Sciences, University of Novi SadVerified email at dmi.uns.ac.rs
Dusan JakoveticDept. of Math. and Informatics, Faculty of Sciences, Univ. of Novi SadVerified email at uns.ac.rs
Dejan MitrovicTeaching and Research Assistant of Computer Science, University of Novi SadVerified email at dmi.uns.ac.rs
Dragan SimicProfessor, University Novi SadVerified email at uns.ac.rs
Costin BadicaProfessor of Computer Science, University of Craiova, RomaniaVerified email at edu.ucv.ro
Vincent OriaNew Jersey Institute of TechnologyVerified email at njit.edu
Michael E. HouleNew Jersey Institute of TechnologyVerified email at njit.edu
Serge AutexierGerman Research Centre for Artificial Intelligence (DFKI), Bremen, GermanyVerified email at dfki.de
Johannes RustDFKI Bremen, Cyber-Physical Systems (CPS)Verified email at dfki.de
Lidija FodorFaculty of Sciences, University of Novi SadVerified email at dmi.uns.ac.rs
Mihaela ColhonAssociate Professor of Computer Science, University of CraiovaVerified email at ucv.ro
Marko OtlokanVerified email at student.pmf.uns.ac.rs

Vladimir Kurbalija

Full professor, University of Novi Sad, Serbia

Verified email at dmi.uns.ac.rs - Homepage

Artificial Intelligence Case Based Reasoning Time Series


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Machine learning for predicting cognitive diseases: methods, data sources and risk factors B Bratić, V Kurbalija, M Ivanović, I Oder, Z Bosnić Journal of medical systems 42, 1-15, 2018	77	2018
The influence of global constraints on similarity measures for time-series databases V Kurbalija, M Radovanović, Z Geler, M Ivanović Knowledge-Based Systems 56, 49-67, 2014	68	2014
Dynamic time warping: Itakura vs sakoe-chiba Z Geler, V Kurbalija, M Ivanović, M Radovanović, W Dai 2019 IEEE International Symposium on INnovations in Intelligent SysTems and …, 2019	66	2019
Weighted kNN and constrained elastic distances for time-series classification Z Geler, V Kurbalija, M Ivanović, M Radovanović Expert Systems with Applications 162, 113829, 2020	63	2020
Comparison of different weighting schemes for the kNN classifier on time-series data Z Geler, V Kurbalija, M Radovanović, M Ivanović Knowledge and Information Systems 48, 331-378, 2016	61	2016
The influence of global constraints on DTW and LCS similarity measures for time-series databases V Kurbalija, M Radovanović, Z Geler, M Ivanović Third international conference on software, services and semantic …, 2011	35	2011
Emotional agents-state of the art and applications M Ivanović, Z Budimac, M Radovanović, V Kurbalija, W Dai, C Bădică, ... Computer science and information systems 12 (4), 1121-1148, 2015	31	2015
Time-series analysis in the medical domain: A study of Tacrolimus administration and influence on kidney graft function V Kurbalija, M Radovanović, M Ivanović, D Schmidt, GL von Trzebiatowski, ... Computers in biology and medicine 50, 19-31, 2014	31	2014
Time-series mining in a psychological domain V Kurbalija, C von Bernstorff, HD Burkhard, J Nachtwei, M Ivanović, ... proceedings of the Fifth Balkan Conference in Informatics, 58-63, 2012	27	2012
A framework for time-series analysis V Kurbalija, M Radovanović, Z Geler, M Ivanović International Conference on Artificial Intelligence: Methodology, Systems …, 2010	27	2010
Emotion perception and recognition: an exploration of cultural differences and similarities V Kurbalija, M Ivanović, M Radovanović, Z Geler, W Dai, W Zhao Cognitive Systems Research 52, 103-116, 2018	26	2018
Impact of the Sakoe-Chiba Band on the DTW Time Series Distance Measure for kNN Classification Z Geler, V Kurbalija, M Radovanović, M Ivanović Knowledge Science, Engineering and Management: 7th International Conference …, 2014	23	2014
NN-Descent on high-dimensional data B Bratić, ME Houle, V Kurbalija, V Oria, M Radovanović Proceedings of the 8th International Conference on Web Intelligence, Mining …, 2018	22	2018
Time series analysis and possible applications M Ivanović, V Kurbalija 2016 39th international convention on information and communication …, 2016	21	2016
Case‐based curve behaviour prediction V Kurbalija, M Ivanović, Z Budimac Software: Practice and Experience 39 (1), 81-103, 2009	20	2009
Emotional intelligence and agents: Survey and possible applications M Ivanović, M Radovanović, Z Budimac, D Mitrović, V Kurbalija, W Dai, ... Proceedings of the 4th International Conference on Web Intelligence, Mining …, 2014	19	2014
Case Based Reasoning–a short overview Z Budimac, V Kurbalija Institute of Informatics, Faculty of Natural Sciences and Mathematics, Ss …, 2001	19	2001
An application of case-based reasoning in multidimensional database architecture D Simić, V Kurbalija, Z Budimac International Conference on Data Warehousing and Knowledge Discovery, 66-75, 2003	18	2003
A feature selection method based on feature correlation networks M Savić, V Kurbalija, M Ivanović, Z Bosnić Model and Data Engineering: 7th International Conference, MEDI 2017 …, 2017	17	2017
Case-based reasoning for financial prediction D Simić, Z Budimac, V Kurbalija, M Ivanović International Conference on Industrial, Engineering and Other Applications …, 2005	17	2005

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