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selected_bibliography [2015/10/21 14:43]
dkocev [Journal papers] 		selected_bibliography [2016/09/27 15:32]
dkocev
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 ===== Journal papers ===== ===== Journal papers =====
-  * Aleksandra Rashkovska, Dragi Kocev, and Roman Trobec. **Non-invasive real-time prediction of inner knee temperatures during therapeutic cooling**, //Computer Methods and Programs in Biomedicine//,  in press, 2015 {{2015cmpb_knee_cooling.pdf|pdf}} © [[http://dx.doi.org/10.1016/j.cmpb.2015.07.004|Elsevier]]+  * Aleksandra Rashkovska, Dragi Kocev, and Roman Trobec. **Non-invasive real-time prediction of inner knee temperatures during therapeutic cooling**, //Computer Methods and Programs in Biomedicine//, vol. 122, no. 2, pp. 136-148, 2015 {{2015cmpb_knee_cooling.pdf|pdf}} © [[http://dx.doi.org/10.1016/j.cmpb.2015.07.004|Elsevier]]
  
   * Ivica Dimitrovski, Dragi Kocev, Suzana Loskovska, and Sašo Džeroski. **Improving bag-of-visual-words image retrieval with predictive clustering trees**, //Information Sciences//,  in press, 2015 {{2015is_pcts_retrieval.pdf|pdf}} © [[http://dx.doi.org/10.1016/j.ins.2015.05.012|Elsevier]]   * Ivica Dimitrovski, Dragi Kocev, Suzana Loskovska, and Sašo Džeroski. **Improving bag-of-visual-words image retrieval with predictive clustering trees**, //Information Sciences//,  in press, 2015 {{2015is_pcts_retrieval.pdf|pdf}} © [[http://dx.doi.org/10.1016/j.ins.2015.05.012|Elsevier]]
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   * Gjorgji Madjarov, Dragi Kocev, Dejan Gjorgjevikj, and Sašo Džeroski. **An extensive experimental comparison of methods for multi-label learning**, // Pattern Recognition//, vol. 45, no. 9, pp. 3084-3104, 2012 {{2012pr_ml_comparison.pdf|pdf}} © [[http://dx.doi.org/10.1016/j.patcog.2012.03.004|Elsevier]]   * Gjorgji Madjarov, Dragi Kocev, Dejan Gjorgjevikj, and Sašo Džeroski. **An extensive experimental comparison of methods for multi-label learning**, // Pattern Recognition//, vol. 45, no. 9, pp. 3084-3104, 2012 {{2012pr_ml_comparison.pdf|pdf}} © [[http://dx.doi.org/10.1016/j.patcog.2012.03.004|Elsevier]]
  
-  * Ivica Dimitrovski, Dragi Kocev, Suzana Loskovska, and Sašo Džeroski. **Hierarchical classification of diatom images using ensembles of predictive clustering trees**, // Ecological Informatics//, vol. 7, no. 1, pp. 19-29, 2012 {{2011ei_diatom_images.pdf|pdf}} © [[http://dx.doi.org/10.1016/j.ecoinf.2011.09.001|Elsevier]]+  * Ivica Dimitrovski, Dragi Kocev, Suzana Loskovska, and Sašo Džeroski. **Hierarchical classification of diatom images using ensembles of predictive clustering trees**, // Ecological Informatics//, vol. 7, no. 1, pp. 19-29, 2012 {{2012ei_diatom_images.pdf|pdf}} © [[http://dx.doi.org/10.1016/j.ecoinf.2011.09.001|Elsevier]]
  
   * Jérôme Cortet, Dragi Kocev, Caroline Ducobu, Sašo Džeroski, Marko Debeljak, and Christophe Schwartz. **Using data mining to predict soil quality after application of biosolids in agriculture**, // Journal of Environmental Quality//, vol. 40, no. 6, pp. 1972-1982, 2011 {{2011jeq_biosolids.pdf|pdf}} © [[http://dx.doi.org/10.2134/jeq2011.0155|ASA]]   * Jérôme Cortet, Dragi Kocev, Caroline Ducobu, Sašo Džeroski, Marko Debeljak, and Christophe Schwartz. **Using data mining to predict soil quality after application of biosolids in agriculture**, // Journal of Environmental Quality//, vol. 40, no. 6, pp. 1972-1982, 2011 {{2011jeq_biosolids.pdf|pdf}} © [[http://dx.doi.org/10.2134/jeq2011.0155|ASA]]
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   * Marko Debeljak, Dragi Kocev, William Towers, Mark Jones, Bryan Griffiths, and Paul Hallett. **Potential of multi-objective models for risk-based mapping of the resilience characteristics of soils: demonstration at a national level**, //Soil Use and Management//, vol. 25, no. 1, pp. 66-77, 2009 {{2009soil_potential_mt.pdf|pdf}} © [[http://dx.doi.org/10.1111/j.1475-2743.2009.00196.x|Wiley]]   * Marko Debeljak, Dragi Kocev, William Towers, Mark Jones, Bryan Griffiths, and Paul Hallett. **Potential of multi-objective models for risk-based mapping of the resilience characteristics of soils: demonstration at a national level**, //Soil Use and Management//, vol. 25, no. 1, pp. 66-77, 2009 {{2009soil_potential_mt.pdf|pdf}} © [[http://dx.doi.org/10.1111/j.1475-2743.2009.00196.x|Wiley]]
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 ===== Conference and workshop papers ===== ===== Conference and workshop papers =====
  
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   * Dragi Kocev, Sašo Džeroski, Jan Struyf, and Suzana Loškovska. **(Inductive) Querying environment for predictive clustering trees**, Proceedings of the //2nd Balkan Conference in Informatics//, pp. 193-200, 2005 {{2005bci_querying_environment_for_pcts.pdf|pdf}}   * Dragi Kocev, Sašo Džeroski, Jan Struyf, and Suzana Loškovska. **(Inductive) Querying environment for predictive clustering trees**, Proceedings of the //2nd Balkan Conference in Informatics//, pp. 193-200, 2005 {{2005bci_querying_environment_for_pcts.pdf|pdf}}
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 +===== Special issues =====
 +  * Sašo Džeroski, Dragi Kocev, and Panče Panov. ** Special Issue on Discovery Science**, //Machine learning journal// vol. 105, no. 1, 2016 © [[http://link.springer.com/journal/10994/105/1/page/1|Springer]] 
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 ===== Book chapters ===== ===== Book chapters =====
  
selected_bibliography.txt · Last modified: 2016/09/27 15:32 by dkocev

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