According to our database1, Marko Robnik-Sikonja
Legend:Book In proceedings Article PhD thesis Other
ClowdFlows: Online workflows for distributed big data mining.
Future Generation Comp. Syst., 2017
Refinement and selection heuristics in subgroup discovery and classification rule learning.
Expert Syst. Appl., 2017
Explaining machine learning models in sales predictions.
Expert Syst. Appl., 2017
Combining Multitask Learning and Short Time Series Analysis in Parkinson's Disease Patients Stratification.
Proceedings of the Artificial Intelligence in Medicine, 2017
Data Generators for Learning Systems Based on RBF Networks.
IEEE Trans. Neural Netw. Learning Syst., 2016
Obtaining structural descriptions of building façades.
Comput. Sci. Inf. Syst., 2016
Co-Bidding Graphs for Constrained Paper Clustering.
Proceedings of the 5th Symposium on Languages, Applications and Technologies, 2016
Multi-view Approach to Parkinson's Disease Quality of Life Data Analysis.
Proceedings of the New Frontiers in Mining Complex Patterns - 5th International Workshop, 2016
Predictive power of fantasy sports data for soccer forecasting.
Assessment of surveys for the management of hospital clinical pharmacy services.
Artificial Intelligence in Medicine, 2015
Heterogeneous Network Decomposition and Weighting with Text Mining Heuristics.
Proceedings of the New Frontiers in Mining Complex Patterns - 4th International Workshop, 2015
Mining Text Enriched Heterogeneous Citation Networks.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015
Evaluation of drug and disease influence on occurrence of hyperkalemia: a data mining approach.
Proceedings of the Digital Healthcare Empowering Europeans, 2015
Integration of machine learning insights into organizational learning: A case of B2B sales forecasting.
Proceedings of the 28th Bled eConference: s#eWellBeing, 2015
Handling numeric attributes with ant colony based classifier for medical decision making.
Expert Syst. Appl., 2014
Data generator based on RBF network.
Identifying roles of clinical pharmacy with survey evaluation.
Explanation and Reliability of Individual Predictions.
Informatica (Slovenia), 2013
Efficiently explaining the predictions of a probabilistic radial basis function classification network.
Intell. Data Anal., 2013
Quality of classification explanations with PRBF.
Efficiently Explaining Decisions of Probabilistic RBF Classification Networks.
Proceedings of the Adaptive and Natural Computing Algorithms, 2011
Context-Sensitive Attribute Evaluation.
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009
Explaining instance classifications with interactions of subsets of feature values.
Data Knowl. Eng., 2009
Learning Betting Tips from Users' Bet Selections.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2009
Ordinal Evaluation: A New Perspective on Country Images.
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2009
Explaining Classifications For Individual Instances.
IEEE Trans. Knowl. Data Eng., 2008
Learning Random Numbers: a MATLAB Anomaly.
Applied Artificial Intelligence, 2008
Evaluation of ordinal attributes at value level.
Data Min. Knowl. Discov., 2007
Improving Random Forests.
Proceedings of the Machine Learning: ECML 2004, 2004
Theoretical and Empirical Analysis of ReliefF and RReliefF.
Machine Learning, 2003
Comprehensible evaluation of prognostic factors and prediction of wound healing.
Artificial Intelligence in Medicine, 2003
Experiments with Cost-Sensitive Feature Evaluation.
Proceedings of the Machine Learning: ECML 2003, 2003
Comprehensible Interpretation of Relief's Estimates.
Proceedings of the Eighteenth International Conference on Machine Learning (ICML 2001), Williams College, Williamstown, MA, USA, June 28, 2001
Evaluation of Prognostic Factors and Prediction of Chronic Wound Healing Rate by Machine Learning Tools.
Proceedings of the Artificial Intelligence Medicine, 2001
Attribute Dependencies, Understandability and Split Selection in Tree Based Models.
Proceedings of the Sixteenth International Conference on Machine Learning (ICML 1999), Bled, Slovenia, June 27, 1999
Pruning Regression Trees with MDL.
Overcoming the Myopia of Inductive Learning Algorithms with RELIEFF.
Appl. Intell., 1997
An adaptation of Relief for attribute estimation in regression.
Proceedings of the Fourteenth International Conference on Machine Learning (ICML 1997), 1997