Kosta Ristovski - Publications by Topic

Publications - by Topic

I. BIOMEDICAL INFORMATICS

Biomedical Informatics: Journal Articles

  • Radosavljevic*, V., Ristovski*, K., Obradovic, Z. "A Predictive Model for Optimization of Treatment in Acute Inflammation," BMC Medical Genomics in review. *-authors contributed equally

Biomedical Informatics: Fully Refereed Conference Articles

  • Ristovski*, K., Radosavljevic*, V., Obradovic, Z. "Prediction of Patient's Response to An Acute Inflammation Treatment by Mixture of Experts," Proc. 10th Int’l Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics,, Nice, France, June 2013. *-authors contributed equally
  • Radosavljevic*, V., Ristovski*, K., Obradovic, Z. "A Data Mining Approach for Optimization of Acute Inflammation Therapy," Proc. 2012 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Philadelphia, PA, Oct. 2012. *-authors contributed equally
  • Ristovski*, K.,Radosavljevic*, V., Obradovic, Z. "Kernel-based Characterization of Dynamics in a Heterogeneous Population of Septic Patients Under Therapy," Int'l Conf. Machine Leaning 2012 workshop on Machine Learning for Clinical Data Analysis (ICML Workshop), Edinburgh, Scotland, June 2012. *-authors contributed equally

II. DATA MINING

Spatial and Spatio-Temporal Data Mining: Journal Articles

  • Ristovski, K., Vucetic, S. and Obradovic, Z. "Uncertainty Analysis of Neural Network-Based Aerosol Retrieval," IEEE Transactions on Geoscience and Remote Sensing, the Space Technology Special Issue, vol. 50, no. 2, pp. 409-414., 2012

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

  • Uversky, A., Ramljak, D., Radosavljevic, V., Ristovski, K., Obradovic, Z. "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.
  • Ristovski, K., Das, D. Ouzienko, V., Guo, Y., Obradovic, Z. "Regression Learning with Multiple Noisy Oracles," Proc. 19th European Conf. on Artificial Intelligence, Lisbon, Portugal, August, 2010
  • Ristovski, K., Vucetic, S., Obradovic, Z. "Evaluation of a Neural Networks based Approach for Aerosol Optical Depth Retrieval and Uncertainty Estimation," Proc. Int’l Conf. on Space Technology, Thessaloniki, Greece, Aug. 2009.

Spatial and Spatio-Temporal Data Mining: Invited and Non-Refereed Articles

  • Obradovic, Z., Das, D., Radosavljevic, V., Ristovski, K., Vucetic, S. "Spatio-Temporal Characterization of Aerosols through Active Use of Data from Multiple Sensors," Proc. International Society for Photogrammetry and Remote Sensing (ISPRS) Technical Commission VII Symposium, Vienna, Austria, ISPRS International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences,2010

Other Data Mining Related Topics: Journal Articles

  • Boyd*, S.L., Hoffman*, D.A., Obradovic*, Z., Ristovski*, K. " Building a Taxonomy of Litigation: Clusters of Causes of Action in Federal Complaints," Journal of Empirical Legal Studies, 2013 *-authors sorted in aphabetical order

III. KNOWLEDGE SYSTEMS

Other Fully Refereed Conference Articles

  • Radosavljevic*, V., Ristovski*, K., Obradovic, Z. "Gaussian Conditional Random Fields for Modeling Patient's Response in Acute Inflammation Treatment,"Int’l Conf. Machine Leaning 2013 workshop on Machine Learning for System Identification, Atlanta, GA., June 2013 *-authors contributed equally
  • Ristovski*, K., Radosavljevic*, V., Obradovic, Z. "Continuous Conditional Random Fields for Efficient Regression in Large Fully Connected Graphs," Twenty-Seventh AAAI Conference on Artificial Intelligence (AAAI-13), July 14-18, 2013, Bellevue, Washington, USA. *-authors contributed equally
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