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, 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
Weihui DaiFull Professor of School of Management, Fudan UniversityVerified email at fudan.edu.cn
Brankica Bratić DimićFaculty of Sciences, University of Novi SadVerified 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
Zoran BosnicUniversity of Ljubljana, Faculty of Computer and Information ScienceVerified email at fri.uni-lj.si
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 software.ucv.ro
Lidija FodorFaculty of Sciences, University of Novi SadVerified email at dmi.uns.ac.rs
Vincent OriaNew Jersey Institute of TechnologyVerified email at njit.edu
Michael E. HoulePrincipal Fellow, School of Computing and Information Systems, University of MelbourneVerified email at unimelb.edu.au
Mihaela ColhonAssociate Professor of Computer Science, University of CraiovaVerified email at ucv.ro
Serge AutexierGerman Research Centre for Artificial Intelligence (DFKI), Bremen, GermanyVerified email at dfki.de
Mihailo IlicDepartment of Mathematics and Informatics, Faculty of Sciences, University of Novi SadVerified email at dmi.uns.ac.rs
Johannes RustDFKI Bremen, Cyber-Physical Systems (CPS)Verified email at dfki.de
Dusan JakoveticDept. of Math. and Informatics, Faculty of Sciences, Univ. of Novi Sad; COSTNET CA15109Verified email at uns.ac.rs
Vojislava Bugarski IgnjatovićFaculty of Medicine, University of Novi SadVerified email at mf.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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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	59	2014
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	44	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	44	2016
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	37	2018
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	33	2019
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	29	2014
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	29	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	27	2015
A framework for time-series analysis V Kurbalija, M Radovanović, Z Geler, M Ivanović Artificial Intelligence: Methodology, Systems, and Applications: 14th …, 2010	26	2010
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	22	2012
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	20	2014
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	18	2018
Time series analysis and possible applications M Ivanović, V Kurbalija 2016 39th international convention on information and communication …, 2016	18	2016
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	18	2014
Case Based Reasoning–a short overview Z Budimac, V Kurbalija Institute of Informatics, Faculty of Natural Sciences and Mathematics, Ss …, 2001	18	2001
Case‐based curve behaviour prediction V Kurbalija, M Ivanović, Z Budimac Software: Practice and Experience 39 (1), 81-103, 2009	17	2009
An application of case-based reasoning in multidimensional database architecture D Simić, V Kurbalija, Z Budimac Data Warehousing and Knowledge Discovery: 5th International Conference …, 2003	17	2003
Case-based reasoning for financial prediction D Simić, Z Budimac, V Kurbalija, M Ivanović Innovations in Applied Artificial Intelligence: 18th International …, 2005	16	2005
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	14	2018
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	14	2017

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