 | 2012 |
| 16 |  | Zoran Bosnic,
Petar Vracar,
Milos D. Radovic,
Goran Devedzic,
Nenad D. Filipovic,
Igor Kononenko:
Mining Data From Hemodynamic Simulations for Generating Prediction and Explanation Models.
IEEE Transactions on Information Technology in Biomedicine 16(2): 248-254 (2012) |
| 15 |  | Bogdan Pogorelc,
Zoran Bosnic,
Matjaz Gams:
Automatic recognition of gait-related health problems in the elderly using machine learning.
Multimedia Tools Appl. 58(2): 333-354 (2012) |
| 2011 |
| 14 |  | Zoran Bosnic,
Igor Kononenko:
Reliability Estimates for Regression Predictions: Performance Analysis.
Integrations of Data Warehousing, Data Mining and Database Technologies 2011: 320-338 |
| 13 |  | Sergeja Vogrincic,
Zoran Bosnic:
Ontology-based multi-label classification of economic articles.
Comput. Sci. Inf. Syst. 8(1): 101-119 (2011) |
| 2010 |
| 12 |  | Zoran Bosnic,
Igor Kononenko:
Correction of Regression Predictions Using the Secondary Learner on the Sensitivity Analysis Outputs.
Computing and Informatics 29(6): 929-946 (2010) |
| 11 |  | Luka Cehovin,
Zoran Bosnic:
Empirical evaluation of feature selection methods in classification.
Intell. Data Anal. 14(3): 265-281 (2010) |
| 10 |  | Erik Strumbelj,
Zoran Bosnic,
Igor Kononenko,
Branko Zakotnik,
Cvetka Grasic Kuhar:
Explanation and reliability of prediction models: the case of breast cancer recurrence.
Knowl. Inf. Syst. 24(2): 305-324 (2010) |
| 9 |  | Zoran Bosnic,
Igor Kononenko:
Automatic selection of reliability estimates for individual regression predictions.
Knowledge Eng. Review 25(1): 27-47 (2010) |
| 2009 |
| 8 |  | Zoran Bosnic,
Igor Kononenko:
Influence of Domain and Model Properties on the Reliability Estimates' Performance.
IJDWM 5(4): 58-76 (2009) |
| 7 |  | Zoran Bosnic,
Igor Kononenko:
An overview of advances in reliability estimation of individual predictions in machine learning.
Intell. Data Anal. 13(2): 385-401 (2009) |
| 2008 |
| 6 |  | Zoran Bosnic,
Igor Kononenko:
Empirical Analysis of Reliability Estimates for Individual Regression Predictions.
DaWaK 2008: 379-388 |
| 5 |  | Pedro Pereira Rodrigues,
João Gama,
Zoran Bosnic:
Online Reliability Estimates for Individual Predictions in Data Streams.
ICDM Workshops 2008: 36-45 |
| 4 |  | Zoran Bosnic,
Igor Kononenko:
Estimation of individual prediction reliability using the local sensitivity analysis.
Appl. Intell. 29(3): 187-203 (2008) |
| 3 |  | Zoran Bosnic,
Igor Kononenko:
Comparison of approaches for estimating reliability of individual regression predictions.
Data Knowl. Eng. 67(3): 504-516 (2008) |
| 2 |  | Zoran Bosnic:
Estimation of Individual Prediction Reliability Using Sensitivity Analysis of Regression Models.
Informatica (Slovenia) 32(1): 97-98 (2008) |
| 2005 |
| 1 |  | Zoran Bosnic,
Igor Kononenko:
Estimation of Prediction Reliability in Regression Based on a Transductive Approach.
IICAI 2005: 3502-3516 |