Dušan Ramljak - Activity by Topic

Activity - by Topic

I. BIOMEDICAL INFORMATICS

II. DATA MINING

Biomedical Informatics: Journal Articles

  • Ghalwash, M., Ramljak, D., Obradovic, Z. (2015) "Patient-Specific Early Classification of Multivariate Observations," International Journal of Data Mining and Bioinformatics, Vol. 11, No. 4, 2015

Biomedical Informatics: Fully Refereed Conference Articles

  • Ramljak, D., Davey, A., Uversky, A., Roychoudhury, S., Obradovic, Z. (2015) "Casting a Wider Net: Data Driven Discovery of Proxies for Target Diagnoses," AMIA 2015 Annual symposium, San Francisco, Nov. 14 - 18 2015
  • Ramljak, D., Davey, A., Uversky, A., Roychoudhury, S., Obradovic, Z. (2015) "Hospital Corners and Wrapping Patients in Markov Blankets," 4th Workshop on Data Mining for Medicine and Healthcare, 2015 SIAM International Conference on Data Mining, Vancouver, Canada, April 30 - May 02, 2015
  • Ghalwash, M., Ramljak, D., Obradovic, Z. (2012) " Early Classification of Multivariate Time Series Using a Hybrid HMM/SVM model," Proc. 2012 IEEE International Conference on Bioinformatics and Biomedicine, Philadelphia, PA, Oct. 2012.

Spatial and Spatio-Temporal Data Mining: Journal Articles

  • Uversky, A., Ramljak, D., Radosavljevic, V., Ristovski, K., Obradovic, Z. (2014) "Panning for Gold - Using Variograms to Select Useful Connections in a Temporal Multigraph Setting," Social Network Analysis and Mining, 4:211, July 2014

Spatial and Spatio-Temporal Data Mining: Fully Refereed Conference Articles

  • Uversky, A., Ramljak, D., Radosavljevic, V., Ristovski, K., Obradovic, Z. (2013) "Which Links Should I Use? A Variogram Based Selection of Relationship Measures for Prediction of Node Attributes in Temporal Multigraphs," Proc. 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, Niagara Falls, Canada, Aug. 2013.

III. KNOWLEDGE SYSTEMS

Other Journal Articles

  • Davidović, T., Jakšić, T., Ramljak, D., Šelmić, M., Teodorović, D., (2013) "MPI Parallelization Strategies for Bee Colony Optimization," OPTIMIZATION, Special Issue entitled "Advances in Discrete Optimization" 62(8), pp. 1113-1142, 2013,
  • Davidović, T., Šelmić, M., Teodorović, D., Ramljak, D., (2012) "Bee Colony Optimization for Scheduling Independent Tasks to Identical Processors," Journal of Heuristics, Volume 18, Issue 4, pp 549-569 (PDF)
  • Davidović, T., Ramljak, D., Šelmić, M., Teodorović, D., (2011) "Bee Colony Optimization for the p-Center Problem," Computers and Operations Research, 38(10) pp. 1367--1376 (PDF)

Other Peer Reviewed Book Chapters, Reports and Other Publications

  • Crainic, T. G., Davidović, T., Ramljak, D., (2014) "Designing parallel meta-heuristic methods" , High Performance and Cloud Computing in Science and Education, Despotović-Zrakić, M., Milutinović, V., Belić, A., (eds.), IGI-Global, pp. 260-280, 2014. CIRRELT Research Report CIRRELT-2012-28. (PDF)

Other Fully Refereed Conference Articles

  • Davidović, T., Ramljak, D.,Šelmić, M., Teodorović, D., (2011) "MPI Parallelization of Bee Colony Optimization," Proc. 1st Int. Symp and 10th Balkan Conf. on Operational Research, BALCOR 2011, Vol. 2, pp. 193--200, Thessaloniki, Greece, Sept. 22-24.
  • Davidović, T., Ramljak, D., Šelmić, M., Teodorović, D., (2010) "Parallel Bee Colony Optimization for Scheduling Independent Tasks on Identical Machines," Proc. 37th Symp. on Operational Research, SYM-OP-IS 2010, pp. 389--392, Tara, Sept. 21-24.
  • Teodorović, D., Davidović, T., Šelmić, M., Ramljak, D., (2010) "An Application of a Meta-heuristic Algorithm to p-center Location Problem " (in Serbian), Proc. Symp. on information technology, YUINFO 2010, (on CD 026.pdf), Kopaonik, March 03-06.
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