Ghent University Academic Bibliography

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Validation set sampling strategies for predictive process monitoring

Jari Peeperkorn, Seppe vanden Broucke (UGent) and Jochen De Weerdt

(2024) INFORMATION SYSTEMS. 121.
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Adapting UWB AoA estimation towards unseen environments using transfer learning and data augmentation

Mostafa Naseri (UGent) , Adnan Shahid (UGent) and Eli De Poorter (UGent)

(2024) INTERNET OF THINGS. 27.
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Investigating generalized performance of data-constrained supervised machine learning models on novel, related samples in intrusion detection

Laurens D'hooge (UGent) , Miel Verkerken (UGent) , Tim Wauters (UGent) , Filip De Turck (UGent) and Bruno Volckaert (UGent)

(2023) SENSORS. 23(4).
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Can recurrent neural networks learn process model structure?

Jari Peeperkorn, Seppe vanden Broucke (UGent) and Jochen De Weerdt

(2023) JOURNAL OF INTELLIGENT INFORMATION SYSTEMS. 61(1). p.27-51
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The value of context-specific studies for marketing

Stefan Stremersch (UGent) , Jorge Gonzalez, Albert Valenti and Julian Villanueva

(2023) JOURNAL OF THE ACADEMY OF MARKETING SCIENCE. 51(1). p.50-65
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Using top-down modulation to optimally balance shared versus separated task representations

Pieter Verbeke (UGent) and Tom Verguts (UGent)

(2022) NEURAL NETWORKS. 146. p.256-271
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Perceptual variability : implications for learning and generalization

Jonas Zaman, Anastasia Chalkia, Ann-Kathrin Zenses, Antoine Selim Bilgin, Tom Beckers, Bram Vervliet and Yannick Boddez (UGent)

(2021) PSYCHONOMIC BULLETIN & REVIEW. 28(1). p.1-19
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The (shared) features of fear : toward the source of human fear responding

Yannick Boddez (UGent) , Martin Finn (UGent) and Jan De Houwer (UGent)

(2021) CURRENT OPINION IN PSYCHOLOGY. 41. p.113-117
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Inter-dataset generalization strength of supervised machine learning methods for intrusion detection

Laurens D'hooge (UGent) , Tim Wauters (UGent) , Bruno Volckaert (UGent) and Filip De Turck (UGent)

(2020) JOURNAL OF INFORMATION SECURITY AND APPLICATIONS. 54.
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Sleep deprivation increases threat beliefs in human fear conditioning

Ann-Kathrin Zenses, Bert Lenaert, Philippe Peigneux, Tom Beckers and Yannick Boddez (UGent)

(2020) JOURNAL OF SLEEP RESEARCH. 29(3).

Academic Bibliography

Validation set sampling strategies for predictive process monitoring

Adapting UWB AoA estimation towards unseen environments using transfer learning and data augmentation

Investigating generalized performance of data-constrained supervised machine learning models on novel, related samples in intrusion detection

Can recurrent neural networks learn process model structure?

The value of context-specific studies for marketing

Using top-down modulation to optimally balance shared versus separated task representations

Perceptual variability : implications for learning and generalization

The (shared) features of fear : toward the source of human fear responding

Inter-dataset generalization strength of supervised machine learning methods for intrusion detection

Sleep deprivation increases threat beliefs in human fear conditioning

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