| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | 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  |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Matjaz Kukar, Igor Kononenko, Ciril Groselj |
Modern parameterization and explanation techniques in diagnostic decision support system: A case study in diagnostics of coronary artery disease. |
Artificial Intelligence in Medicine |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Zoran Bosnic, Igor Kononenko |
Reliability Estimates for Regression Predictions: Performance Analysis. |
Integrations of Data Warehousing, Data Mining and Database Technologies |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Erik Strumbelj, Igor Kononenko |
A General Method for Visualizing and Explaining Black-Box Regression Models. |
ICANNGA |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Marko Robnik-Sikonja, Aristidis Likas, Constantinos Constantinopoulos, Igor Kononenko, Erik Strumbelj |
Efficiently Explaining Decisions of Probabilistic RBF Classification Networks. |
ICANNGA |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Darko Pevec, Erik Strumbelj, Igor Kononenko |
Evaluating Reliability of Single Classifications of Neural Networks. |
ICANNGA |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Zoran Bosnic, Igor Kononenko |
Correction of Regression Predictions Using the Secondary Learner on the Sensitivity Analysis Outputs. |
Computing and Informatics |
2010 |
DBLP BibTeX RDF |
|
| 1 | Zoran Bosnic, Igor Kononenko |
Automatic selection of reliability estimates for individual regression predictions. |
Knowledge Eng. Review |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | 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. |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Erik Strumbelj, Igor Kononenko |
An Efficient Explanation of Individual Classifications using Game Theory. |
Journal of Machine Learning Research |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Igor Kononenko, Matjaz Bevk |
Extended Symbolic Mining of Textures with Association Rules. |
Informatica (Slovenia) |
2009 |
DBLP BibTeX RDF |
|
| 1 | Erik Strumbelj, Igor Kononenko, Marko Robnik-Sikonja |
Explaining instance classifications with interactions of subsets of feature values. |
Data Knowl. Eng. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Zoran Bosnic, Igor Kononenko |
An overview of advances in reliability estimation of individual predictions in machine learning. |
Intell. Data Anal. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Zoran Bosnic, Igor Kononenko |
Influence of Domain and Model Properties on the Reliability Estimates' Performance. |
IJDWM |
2009 |
DBLP BibTeX RDF |
|
| 1 | Erik Strumbelj, Marko Robnik-Sikonja, Igor Kononenko |
Learning Betting Tips from Users' Bet Selections. |
MLDM |
2009 |
DBLP DOI BibTeX RDF |
sports betting, data mining, Machine learning, forecasting, nearest neighbors |
| 1 | Luka Sajn, Igor Kononenko |
Multiresolution Image Parametrization for Improving Texture Classification. |
EURASIP J. Adv. Sig. Proc. |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Marko Robnik-Sikonja, Igor Kononenko |
Explaining Classifications For Individual Instances. |
IEEE Trans. Knowl. Data Eng. |
2008 |
DBLP DOI BibTeX RDF |
Data mining, Machine learning, Data and knowledge visualization, Visualization techniques and methodologies |
| 1 | Zoran Bosnic, Igor Kononenko |
Estimation of individual prediction reliability using the local sensitivity analysis. |
Appl. Intell. |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Zoran Bosnic, Igor Kononenko |
Comparison of approaches for estimating reliability of individual regression predictions. |
Data Knowl. Eng. |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Zoran Bosnic, Igor Kononenko |
Empirical Analysis of Reliability Estimates for Individual Regression Predictions. |
DaWaK |
2008 |
DBLP DOI BibTeX RDF |
reliability, Regression, sensitivity analysis, prediction accuracy, reliability estimate, prediction error |
| 1 | Erik Strumbelj, Igor Kononenko |
Towards a Model Independent Method for Explaining Classification for Individual Instances. |
DaWaK |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Luka Sajn, Igor Kononenko, Metka Milcinski |
Computerized segmentation and diagnostics of whole-body bone scintigrams. |
Comp. Med. Imag. and Graph. |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Matjaz Bevk, Igor Kononenko |
Towards symbolic mining of images with association rules: Preliminary results on textures. |
Intell. Data Anal. |
2006 |
DBLP BibTeX RDF |
|
| 1 | Aleksander Sadikov, Ivan Bratko, Igor Kononenko |
Bias and pathology in minimax search. |
Theor. Comput. Sci. |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Luka Sajn, Matjaz Kukar, Igor Kononenko, Metka Milcinski |
Computerized segmentation of whole-body bone scintigrams and its use in automated diagnostics. |
Computer Methods and Programs in Biomedicine |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Zoran Bosnic, Igor Kononenko |
Estimation of Prediction Reliability in Regression Based on a Transductive Approach. |
IICAI |
2005 |
DBLP BibTeX RDF |
|
| 1 | Igor Kononenko, Miha Sedej, Aleksander Sadikov |
GDV Measures Vitality? |
CBMS |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Luka Sajn, Matjaz Kukar, Igor Kononenko, Metka Milcinski |
Automatic Segmentation of Whole-Body Bone Scintigrams as a Preprocessing Step for Computer Assisted Diagnostics. |
AIME |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Marko Robnik-Sikonja, David Cukjati, Igor Kononenko |
Comprehensible evaluation of prognostic factors and prediction of wound healing. |
Artificial Intelligence in Medicine |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Marko Robnik-Sikonja, Igor Kononenko |
Theoretical and Empirical Analysis of ReliefF and RReliefF. |
Machine Learning |
2003 |
DBLP DOI BibTeX RDF |
attribute evaluation, Relief algorithm, classification, feature selection, regression |
| 1 | Aleksander Sadikov, Ivan Bratko, Igor Kononenko |
Search versus Knowledge: An Empirical Study of Minimax on KRK. |
ACG |
2003 |
DBLP BibTeX RDF |
|
| 1 | Matjaz Bevk, Igor Kononenko |
A Statistical Approach to Texture Description of Medical Images: A Preliminary Study. |
CBMS |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Matjaz Kukar, Igor Kononenko |
Reliable Classifications with Machine Learning. |
ECML |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Igor Kononenko |
Machine learning for medical diagnosis: history, state of the art and perspective. |
Artificial Intelligence in Medicine |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Marko Robnik-Sikonja, Igor Kononenko |
Comprehensible Interpretation of Relief's Estimates. |
ICML |
2001 |
DBLP BibTeX RDF |
|
| 1 | Marko Robnik-Sikonja, David Cukjati, Igor Kononenko |
Evaluation of Prognostic Factors and Prediction of Chronic Wound Healing Rate by Machine Learning Tools. |
AIME |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Matjaz Kukar, Igor Kononenko, Ciril Groselj, Katarina Kralj, Jure Fettich |
Analysing and improving the diagnosis of ischaemic heart disease with machine learning. |
Artificial Intelligence in Medicine |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Marko Robnik-Sikonja, Igor Kononenko |
Attribute Dependencies, Understandability and Split Selection in Tree Based Models. |
ICML |
1999 |
DBLP BibTeX RDF |
|
| 1 | Samo Zorc, D. Noe, Igor Kononenko |
Efficient Derivation of the Optimal Assembly Sequence from Product Description. |
Cybernetics and Systems |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Nada Lavrac, Blaz Zupan, Igor Kononenko, Matjaz Kukar, Elpida T. Keravnou |
Intelligent Data Analysis for Medical Diagnosis: Using Machine Learning and Temporal Abstraction. |
AI Commun. |
1998 |
DBLP BibTeX RDF |
|
| 1 | Uros Pompe, Igor Kononenko |
Efficient Induction and Effective Use of First-Order Knowledge. |
Applied Artificial Intelligence |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Marko Robnik-Sikonja, Igor Kononenko |
Pruning Regression Trees with MDL. |
ECAI |
1998 |
DBLP BibTeX RDF |
|
| 1 | Matjaz Kukar, Igor Kononenko |
Cost-Sensitive Learning with Neural Networks. |
ECAI |
1998 |
DBLP BibTeX RDF |
|
| 1 | Igor Kononenko |
The Minimum Description Length Based Decision Tree Pruning. |
PRICAI |
1998 |
DBLP DOI BibTeX RDF |
machine learning, decision trees, MDL principle |
| 1 | Igor Kononenko, Edvard Simec, Marko Robnik-Sikonja |
Overcoming the Myopia of Inductive Learning Algorithms with RELIEFF. |
Appl. Intell. |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | Igor Zelic, Igor Kononenko, Nada Lavrac, Vanja Vuga |
Diagnosis of sport injuries with machine learning: explanation of induced decisions. |
CBMS |
1997 |
DBLP DOI BibTeX RDF |
sport injury diagnosis, induced decisions, machine learning algorithms, diagnostic knowledge, machine learning, knowledge extraction, medical databases, medical expert systems, machine learning techniques |
| 1 | Matjaz Kukar, Ciril Groselj, Igor Kononenko, Jure Fettich |
An application of machine learning in the diagnosis of ischaemic heart disease. |
CBMS |
1997 |
DBLP DOI BibTeX RDF |
ischaemic heart disease diagnosis, controlled exercise, myocardial scintigraphy, coronary angiography, objective interpretation, diagnostic accuracy, misclassification costs, machine learning, classification, experiments, sensitivity, ECG, electrocardiogram, dataset, patient, medical expert system, electrocardiography, mortality |
| 1 | Marko Robnik-Sikonja, Igor Kononenko |
An adaptation of Relief for attribute estimation in regression. |
ICML |
1997 |
DBLP BibTeX RDF |
|
| 1 | Igor Zelic, Igor Kononenko, Nada Lavrac, Vanja Vuga |
Machine Learning Applied to Diagnosis of Sport Injuries. |
AIME |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | Matjaz Kukar, Ciril Groselj, Igor Kononenko, Jure Fettich |
An Application of Machine Learning in the Diagnosis of Ischaemic Heart Disease. |
AIME |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | Uros Pompe, Igor Kononenko |
Probabilistic First-Order Classification. |
ILP |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | Matjaz Kukar, Igor Kononenko, T. Silvester |
Machine learning in prognosis of the femoral neck fracture recovery. |
Artificial Intelligence in Medicine |
1996 |
DBLP DOI BibTeX RDF |
|
| 1 | Igor Kononenko |
On Facts Versus Misconceptions about Rough Sets. |
Informatica (Slovenia) |
1996 |
DBLP BibTeX RDF |
|
| 1 | Ivan Bratko, Bojan Cestnik, Igor Kononenko |
Attribute-Based Learning. |
AI Commun. |
1996 |
DBLP DOI BibTeX RDF |
|
| 1 | Igor Kononenko |
On Biases in Estimating Multi-Valued Attributes. |
IJCAI |
1995 |
DBLP BibTeX RDF |
|
| 1 | Igor Kononenko |
On Bayesian Neural Networks. |
Informatica (Slovenia) |
1994 |
DBLP BibTeX RDF |
|
| 1 | Igor Kononenko, Samo Zorc |
Critical Analysis of Rough Sets Approach to Machine Learning. |
Informatica (Slovenia) |
1994 |
DBLP BibTeX RDF |
|
| 1 | Igor Kononenko |
Estimating Attributes: Analysis and Extensions of RELIEF. |
ECML |
1994 |
DBLP DOI BibTeX RDF |
|
| 1 | Igor Kononenko |
Successive Naive Bayesian Classifier. |
Informatica (Slovenia) |
1993 |
DBLP BibTeX RDF |
|
| 1 | Igor Kononenko |
Inductive and Bayesian learning in medical diagnosis. |
Applied Artificial Intelligence |
1993 |
DBLP DOI BibTeX RDF |
|
| 1 | Igor Kononenko, Matevz Kovacic |
Learning as Optimization: Stochastic Generation of Multiple Knowledge. |
ML |
1992 |
DBLP BibTeX RDF |
|
| 1 | Igor Kononenko |
Combining Decisions of Multiple Rules. |
AIMSA |
1992 |
DBLP BibTeX RDF |
|
| 1 | Igor Kononenko, Ivan Bratko |
Information-Based Evaluation Criterion for Classifier's Performance. |
Machine Learning |
1991 |
DBLP DOI BibTeX RDF |
|
| 1 | Igor Kononenko |
Semi-Naive Bayesian Classifier. |
EWSL |
1991 |
DBLP DOI BibTeX RDF |
approximations of probabilities, (in)dependence of events, machine learning, Bayesian classifier |
| 1 | Bojan Cestnik, Igor Kononenko, Ivan Bratko |
ASSISTANT 86: A Knowledge-Elicitation Tool for Sophisticated Users. |
EWSL |
1987 |
DBLP BibTeX RDF |
|
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