Look before you leap: Some insights into learner evaluation with cross-validation. - Gitte Vanwinckelen; Hendrik Blockeel (SSDM@ECML/PKDD, 2014)

Instance-level accuracy versus bag-level accuracy in multi-instance learning. - Gitte Vanwinckelen; Vinicius Tragante do Ó; Daan Fierens; Hendrik Blockeel (Data Min. Knowl. Discov., 2016)

Towards Declarative Statistical Inference ; Op weg naar declaratieve statistische inferentie. - Gitte Vanwinckelen (2017)