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vladimir-kurbalija:publications

Papers published in International Journals

  • Kurbalija V., Ivanović M., Case-Based Reasoning – A Powerfull Artificial Intelligence Approach, Journal of Electrical Engineering 12/s, Slovak Centre of IEE, Vol. 53, 2002, pp.20-24 (Proceedings of Conference of Applied Mathematics for undergraduate and graduate students “SCAM 2002”, Bratislava, Slovak Republic, April 19-20, 2002). [PDF]
  • Simić D., Kurbalija V., Budimac Z., An Application of Case-Based Reasoning in Multidimensional Database Architecture, Lecture Notes in Computer Science (LCNS) 2737, pp. 66-75, (Proceedings of the Fifth International Conference on Data Warehousing and Knowledge Discovery “DaWaK 2003”, Prague, Czech Republic, September 3-5, 2003). [PDF]
  • Kurbalija V., Ivanović M., CaseBaseGenerator for Intelligent Systems, Novi Sad Journal of Mathematics – NSJOM, vol. 35, no. 1, 2005, pp. 25-40. [PDF]
  • Simić D., Budimac Z., Kurbalija V., Ivanović M., Case-Based Reasoning for Financial Prediction, Lecture Notes in Computer Science (LNCS), ISSN: 0302-9743, vol. 3533/2005, pp. 839-842, (Proceedings of 18th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2005, Bari, Italy, June 22-24 2005). [PDF]
  • Kurbalija V., Budimac Z., Case-Based Reasoning Framework for Generating Decision Support Systems, Novi Sad Journal of Mathematics – NSJOM, vol. 38, no. 3, 2008, pp. 227-234. [PDF]
  • Kurbalija V., Ivanović M., Budimac Z., CASE-BASED CURVE BEHAVIOUR PREDICTION, Software: Practice and Experience, ISSN: 0038-0644, Volume 39, Issue 1, January 2009, pp 81-103 (DOI: 10.1002/spe.891) [PDF]
  • Kurbalija V., von Bernstorff C., Nachtwei J., Ivanović M., Burkhard HD., Matching observed with empirical reality– What you see is what you get?, Fundamenta Informaticae, IOS Press, vol. 129, num. 1-2, 2014, pp. 133-147. (DOI: 10.3233/FI-2014-965) [PDF]
  • Kurbalija V., M. Radovanović, Z. Geler and M. Ivanović, The Influence of Global Constraints on Similarity Measures for Time-Series Databases, Knowledge-Based Systems, vol. 56, January 2014, pp. 49-67. (DOI:10.1016/j.knosys.2013.10.021) [PDF]
  • Kurbalija V., M. Radovanović, M. Ivanović, D. Schmidt, G. Lindemann von Trzebiatowski, H-D. Burkhard, C. Hinrichs, Time-series analysis in the medical domain: A study of Tacrolimus administration and influence on kidney graft function, Computers in Biology and Medicine, Volume 50, 2014, pp. 19-31. (DOI: 10.1016/j.compbiomed.2014.04.007) [PDF]
  • Geler Z., Kurbalija V., Radovanović M., Ivanović M., Comparison of different weighting schemes for the kNN classifier on time-series data, Knowledge and Information Systems, Volume 48, Issue 2, 2016, pp 331–378. (DOI: 10.1007/s10115-015-0881-0) [PDF]
  • Ivanović, M., Budimac, Z., Radovanović, M., Kurbalija, V., Dai, W., Badica, C., Colhon, M., Ninković, S., Mitrović, D., Emotional Agents – State of the Art and Applications, Computer Science and Information Systems, Vol. 12, No. 4, 2015, pp. 1121–1148. (DOI: 10.2298/CSIS141026047I) [PDF]
  • Kurbalija, V., Ivanović, M., Ignjatovic, V. B., Dinić, B. M., Personality Traits of Students of Helping and Non-Helping Professions: Case-Based Reasoning Approach, International Journal of Quality Assurance in Engineering and Technology Education (IJQAETE), 6(1), 2017, pp. 13-22. (doi:10.4018/IJQAETE.2017010102) [PDF]

Papers published in National Journals

  • Kurbalija V., Ivanović M., Budimac Z., CBR – Case-Based Reasoning, infoM 5/2003 - Journal of Information Technology and Multimedia systems, pp. 14-20. [PDF]

Papers published in Proceedings of International Conferences

  • Budimac Z., Kurbalija V., Case-Based Reasoning – A Short Overview, Proceedings of Second International Conference on Informatics and Information Technology “Molika 2001”, Bitola, Macedonia, December 20-23, 2001, pp. 222-234. [PDF]
  • Ivanović M., Kurbalija V., Budimac Z., Semnic M., Role of Case-Based Reasoning in Neurology Decision Support, Proceedings of the Fifth Joint Conference on Knowledge-Based Software Engineering “JCKBSE 2002”, Maribor, Slovenia, September 11-13, 2002, pp. 255-264. [PDF]
  • Kurbalija V., Ivanović M., Artificial Intelligent Support for Medical Diagnosis, Proceedings of a Workshop On Computational Intelligence and Information Technologies, Niš, Serbia and Montenegro, October 13, 2003, pp. 69-73. [PDF]
  • Kurbalija V., Ivanović M., CBG – A Framework for Intelligent Decision Support Systems, Proceedings of Fourth International Conference on Informatics and Information Technology “Molika 2003”, Bitola, Macedonia, December 11-14, 2003, in print. [PDF]
  • Simić D., Kurbalija V., Budimac Z., Improving the CBR System for Financial Predictions, Proceedings of the International Conference on Information and Knowledge Engineering “IKE 04”, Las Vegas, Nevada, USA, June 21-24, 2004, pp. 561-567.
  • Kurbalija V., Ivanovic M., Budimac Z., Semnic M., Multiple Sclerosis Diagnosis - Case-Based Reasoning Approach, Proceedings of Twentieth IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), Maribor, Slovenia, June 20-22 2007, pp 65-71. [PDF]
  • Kurbalija V., Ivanović M., Budimac Z., Case-Based Reasoning Framework for Generating Wide-Range Decision Support Systems, Proceedings of the 2008 International Conference on Artificial Intelligence and Pattern Recognition, Orlando, Florida, USA July 7-10 2008, pp 273-280. [PDF]
  • Kurbalija V., Radovanović M., Geler Z., Ivanović M., A framework for time-series analysis. In Proceedings of AIMSA’10, 14th International Conference on Artificial Intelligence: Methodology, Systems, Applications, volume 6304 of Lecture Notes in Artificial Intelligence, Varna, Bulgaria, 2010. Springer, pp 42–51. [PDF]
  • Kurbalija V., Radovanović M., Geler Z., Ivanović M., The influence of global constraints on DTW and LCS similarity measures for time-series databases. In Proceedings of S3T’11, 3rd International Conference on Software, Services and Semantic Technologies, volume 101 of Advances in Intelligent and Soft Computing, Bourgas, Bulgaria, 2011. Springer, pp 67–74, (extended version accessible at http://arxiv.org/abs/1107.0134) [Best Paper Award] [PDF]
  • Ivanović M., Burkhard HD., Kurbalija V., Radovanović M., Schmidt D., Lindemann V. Trzebiatowski G., Semnic M., Intelligent Techniques for Data Integration and Decision Support in the Medical Domain, IADIS International Conference, Information Systems 2012, Berlin, Germany March 10-12, 2012, pp. 141-148. [PDF]
  • Ivanović M., Radovanović M., Kurbalija V., Vidaković J., Computer Science and Information Systems: Publishing an international open access journal in a developing country. In Proceedings of the 5th Belgrade Open Access Conference 2012, Belgrade, Serbia, 2013, pp. 101-111. [PDF]
  • Kurbalija V., von Bernstorff c., Burkhard HD., Nachtwei j., Ivanović M., Fodor L., Time-series mining in a psychological domain. In Proceedings of the Fifth Balkan Conference in Informatics (BCI '12). ACM, New York, NY, USA, 2012, pp. 58-63. [PDF]
  • Radovanović M., Lindemann von Trzebiatowski G., Kurbalija V., Ivanović M., Burkhard HD., Schmidt D., Hinrichs C., Quality checking and mining nephrology biopsy data. In Proceedings of the 6th Balkan Conference in Informatics (BCI '13). ACM, New York, NY, USA, 2013, pp. 110-113. [PDF]
  • Ivanović M., Radovanović M., Budimac Z., Mitrović D., Kurbalija V., Dai W, Zhao W. Emotional Intelligence and Agents: Survey and Possible Applications, Rajendra Akerkar, Nick Bassiliades, John Davies, Vadim Ermolayev (Eds.): 4th International Conference on Web Intelligence, Mining and Semantics (WIMS 14), WIMS '14, Thessaloniki, Greece, June 2-4, 2014. ACM 2014 ISBN 978-1-4503-2538-7, paper 52. [PDF]
  • Geler Z., Kurbalija V., Radovanović M., Ivanović M. Impact of the Sakoe-Chiba band on the DTW time-series distance measure for kNN classification, volume 8793 of Lecture Notes in Artificial Intelligence, Knowledge Science, Engineering and Management. 7th Int Conf Knowl Sci Eng Manag KSEM 2014 pp.105–114. doi: 10.1007/978-3-319-12096-6, 2014. [PDF]
  • Kurbalija V., Ivanović M., Radovanović M., Geler Z., Mitrović D., Dai W., Zhao W., Cultural Differences and Similarities in Emotion Recognition, In Proceedings of the 7th Balkan Conference on Informatics Conference (BCI '15). ACM, New York, NY, USA, Article 34, 6 pages, 2015. DOI=http://dx.doi.org/10.1145/2801081.2801093 [PDF]
  • Kurbalija V., Bratić B., Time series reconstruction analysis, In Proceedings of the 8th IEEE International Conference on Intelligent Systems IS’16, 2016, pp. 771-777. [PDF]
  • Ivanović M., Kurbalija V., Time Series Analysis and Possible Applications, In Proceedings of the 39th International Convention on Information and Communication Technology, Electronics and Microelectronics, 2016, pp. 473-479 [Invited paper] [PDF]
  • Fodor Lidija, Tešendić Danijela, Kurbalija Vladimir, Škrbić Srđan, Performing Hierarchical Clustering on Distance Matrices in OptiML, Proceedings of the World Congress on Engineering 2017 (WCE 2017), 2017, pp. 612-617 [PDF]
  • Savić Miloš, Kurbalija Vladimir, Ivanović Mirjana, Bosnić Zoran, A Feature Selection Method Based on Feature Correlation Networks, Model and Data Engineering, 7th International Conference, MEDI 2017, Barcelona, Spain, October 4–6, 2017, pp. 248-261 [PDF]

Abstracts

  • Ivanović M., Kurbalija V., Budimac Z., Decision Support System in Neurology, Mathematics in Medicine and Pharmacy – Satellite workshop of PRIM 2002, Novi Sad, Yugoslavia, June 21, 2002, pp. 32.
  • Kurbalija V., Radovanović M., Geler Z., Ivanović M., Analysis of Constrained Time-Series Similarity Measures, Workshop Progress in Decision Procedures: From Formalizations to Applications, March 30, 2013, Belgrade, Serbia, pp. 12.

Theses

  • Kurbalija V., Implementacija leksickog i sintaksnog analizatora za programski jezik Tiger, B.Sc. thesis, Department of Mathematics and Informatics, Faculty of Science, University of Novi Sad, Yugoslavia, 2000 (in Serbian) [PDF]
  • Kurbalija V., IMPLEMENTATION OF DECISION SUPPORT SYSTEMS USING CASE BASED REASONING TECHNOLOGY, Master’s thesis, Department of Mathematics and Informatics, Faculty of Science, University of Novi Sad, Serbia, 2006 [PDF]
  • Kurbalija V., TIME SERIES ANALYSIS AND PREDICTION USING CASE BASED REASONING TECHNOLOGY, Doctoral dissertation, Department of Mathematics and Informatics, Faculty of Science, University of Novi Sad, Serbia, 2009 [PDF]
vladimir-kurbalija/publications.txt · Last modified: 2018/03/12 13:45 by kurba@dmi.uns.ac.rs