Concepedia

Gitte Vanwinckelen

GV

Statistics

Publications

3

Citations

108

H-Index

3

Active since

2012

Affiliations

KU Leuven(Current)

Gitte Vanwinckelen is an author at KU Leuven specializing in computer vision, deep learning, and multi-task learning.

Top concepts

EngineeringData ScienceDeep LearningImage AnalysisMachine VisionComputer VisionComputer ScienceMachine LearningMulti-task LearningPattern Recognition

Publications per year

2012–2015

3

Publications

3

On estimating model accuracy with repeated cross-validation

Gitte Vanwinckelen, Hendrik Blockeel · Lirias (KU Leuven) · 2012 · 66 citations · Full text

Instance-level accuracy versus bag-level accuracy in multi-instance learning

Gitte Vanwinckelen, Vinicius Tragante do Ó, Daan Fierens et al. · Data Mining and Knowledge Discovery · 2015 · 32 citations · Full text

Instance-based Learning, Multiple Instance Learning, Machine Vision +11

Look before you leap: Some insights into learner evaluation with cross-validation

Gitte Vanwinckelen, Hendrik Blockeel · Lirias (KU Leuven) · 2014 · 10 citations · Full text

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