Browsing by author "Vankeirsbilck, Bert"
Now showing items 1-17 of 17
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A study on confidence in classification of skin lesions by deep neural networks
Van Molle, Pieter; Verbelen, Tim; Vankeirsbilck, Bert; Mylle, S.; Verhaeghe, E.; Brochez, E.; De Vylder, J.; Diricx, B.; Simoens, Pieter; Dhoedt, Bart (2019) -
A study on confidence in classification of skin lesions by deep neural networks
Van Molle, Pieter; Verbelen, Tim; Vankeirsbilck, Bert; Mylle, Sofie; Verhaeghe, E.; Brochez, L.; De Vylder, J.; Diricx, B.; Simoens, Pieter; Dhoedt, Bart (2019-03) -
Assessing uncertainty for computer assisted skin lesion diagnosis
Van Molle, Pieter; Verbelen, Tim; Vankeirsbilck, Bert; Mylle, S.; Verhaeghe, E.; Brochez, Lieve; De Vylder, J.; Diricx, B.; Simoens, Pieter; Dhoedt, Bart (2019) -
Context-aware and self-learning dynamic transport scheduling in hospitals
Bonte, Pieter; Ongenae, Femke; Schaballie, Jeroen; Vancroonenburg, Wim; Vankeirsbilck, Bert; De Turck, Filip (2017-05) -
Cross-layer reduction of wireless network card idle time to optimize energy consumption of pull thin client protocols
Simoens, Pieter; Azmat Ali, Farhan; Vankeirsbilck, Bert; Deboosere, Lien; De Turck, Filip; Dhoedt, Bart; Demeester, Piet; Torrea Duran, Rodolfo; Van der Perre, Liesbet; Dejonghe, Antoine (2012) -
Dermatologist versus artificial intelligence confidence in dermoscopy diagnosis: Complementary information that may affect decision-making
Van Molle, Pieter; Mylle, Sofie; Verbelen, Tim; De Boom, Cedric; Vankeirsbilck, Bert; Verhaeghe, Evelien; Dhoedt, Bart; Brochez, Lieve (2023) -
DIANNE: a modular framework for designing, training and deploying deep neural networks on heterogeneous distributed infrastructure
De Coninck, Elias; Bohez, Steven; Leroux, Sam; Verbelen, Tim; Vankeirsbilck, Bert; Simoens, Pieter; Dhoedt, Bart (2018-07) -
Leveraging the Bhattacharyya coefficient for uncertainty quantification in deep neural networks
Van Molle, Pieter; Verbelen, Tim; Vankeirsbilck, Bert; De Vylder, Jonas; Diricx, Bart; Kimpe, Tom; Simoens, Pieter; Dhoedt, Bart (2021) -
Multi-fidelity deep neural networks for adaptive inference in the internet of multimedia things
Leroux, Sam; Bohez, Steven; De Coninck, Elias; Van Molle, Pieter; Vankeirsbilck, Bert; Verbelen, Tim; Simoens, Pieter; Dhoedt, Bart (2019) -
Quantifying uncertainty of deep neural networks in skin lesion classification
Van Molle, Pieter; Verbelen, Tim; De Boom, Cedric; Vankeirsbilck, Bert; De Vylder, Jona; Diricx, B.; Kimpe, T.; Simoens, Pieter; Dhoedt, Bart (2019) -
Robot navigation using a variational dynamics model for state estimation and robust control
Bohez, Steven; Verbelen, Tim; Leroux, Sam; De Coninck, Elias; Vankeirsbilck, Bert; Simoens, Pieter; Dhoedt, Bart (2018) -
Sensor fusion for robot control through deep reinforcement learning
Bohez, Steven; Verbelen, Tim; De Coninck, Elias; Vankeirsbilck, Bert; Simoens, Pieter; Dhoedt, Bart (2017) -
The cascading neural network: Building the internet of Smart Things
Leroux, Sam; Bohez, Steven; De Coninck, Elias; Verbelen, Tim; Vankeirsbilck, Bert; Simoens, Pieter; Dhoedt, Bart (2017-09) -
The value of measuring uncertainty in neural networks in dermoscopy
Van Molle, Pieter; Brochez, Lieve; Verbelen, Tim; De Boom, Cedric; Vankeirsbilck, Bert; Verhaeghe, Evelien; Mylle, Sofie; Simoens, Pieter; Dhoedt, Bart (2022) -
Training binary neural networks with knowledge transfer
Leroux, Sam; Vankeirsbilck, Bert; Verbelen, Tim; Simoens, Pieter; Dhoedt, Bart (2020-07) -
Transfer learning with binary neural networks
Leroux, Sam; Bohez, Steven; Verbelen, Tim; Vankeirsbilck, Bert; Simoens, Pieter; Dhoedt, Bart (2017-12) -
Visualizing convolutional neural networks to improve decision support for skin lesion classification
Van Molle, Pieter; De Strooper, Miguel; Verbelen, Tim; Vankeirsbilck, Bert; Simoens, Pieter; Dhoedt, Bart (2018-09)