Publications


Černoch, R., Železný, F. 2012 Subgroup Discovery through Bump Hunting on Relational Histograms, detail

Líbalová, H., Uhlířová, K., Kléma, J., Machala, M., Šrám, R., Ciganek, M., Topinka, J. 2012 Global Gene Expression Changes in Human Embryonic Lung Fibroblasts Induced by Organic Extracts From Respirable Air Particles, detail

Krejník, M., Kléma, J. 2012 Empirical Evidence of the Applicability of Functional Clustering through Gene Expression Classification, detail

Holec, M., Kléma, J., Železný, F., Tolar, J. 2012 Comparative Evaluation of Set-level Techniques in Predictive Classification of Gene Expression Samples, detail

Kléma, J. 2012 Machine Learning Applications in Bioinformatics, detail

Girmanova, E., Brabcová, I., Kléma, J., Hřibová, P., Wohlfartova, M., Skibova, J., Viklický, O. 2012 Molecular Networks Involved in the Immune Control of BK Polyomavirus, detail

Kléma, J. 2012 Learning from Heterogeneous Genomic Data, detail

Urbanová, M., Brabcová, I., Girmanová, E., Železný, F., Viklický, O. 2012 Differential Regulation of the Nuclear Factor-kappa B Pathway by Rabbit Antithymocyte Globulins in Kidney Transplantation, detail

Szabóová, A., Kuželka, O., Železný, F., Tolar, J. 2012 Prediction of DNA-Binding Propensity of Proteins by the Ball-Histogram Method Using Automatic Template Search, detail

Szabóová, A., Kuželka, O., Železný, F., Tolar, J. 2012 Přístupy k predikci interakce proteinů a DNA pomocí strojového učení, detail

Kuželka, O., Szabóová, A., Železný, F. 2012 Extending the Ball-Histogram Method with Continuous Distributions and an Application to Prediction of DNA-Binding Proteins, detail

Szabóová, A., Kuželka, O., Železný, F. 2012 Prediction of Antimicrobial Activity of Peptides using Relational Machine Learning, detail

Kuželka, O., Szabóová, A., Železný, F. 2012 Relational Learning with Polynomials, detail

Szabóová, A., Kuželka, O., Železný, F., Tolar, J. 2012 Prediction of DNA-Binding Proteins from Relational Features, detail

Železný, F. 2012 Inductive Logic Programming, detail

Barták, R., Železný, F., Kuželka, O. 2012 Constraint Satisfaction for Learning Hypotheses in Inductive Logic Programming, detail

Blockeel, H., Kersting, K., Nijssen, S., Železný, F. 2012 A Revised Publication Model for ECML PKDD, detail

Železný, F. 2012 Planning to Learn: Recent Developments and Future Directions, detail