Ghent University Academic Bibliography

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Few-shot out-of-scope intent classification : analyzing the robustness of prompt-based learning

Yiwei Jiang, Maarten De Raedt, Johannes Deleu (UGent) , Thomas Demeester (UGent) and Chris Develder (UGent)

(2024) APPLIED INTELLIGENCE. 54(2). p.1474-1496
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NICE : an algorithm for nearest instance counterfactual explanations

Dieter Brughmans, Pieter Leyman (UGent) and David Martens

(2024) DATA MINING AND KNOWLEDGE DISCOVERY. 38(5). p.2665-2703
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Towards a benchmark for scientific understanding in humans and machines

Kristian Gonzalez Barman (UGent) , Sascha Caron, Tom Claassen and Henk de Regt

(2024) MINDS AND MACHINES. 34(1).
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Weighted average algorithm : a novel meta-heuristic optimization algorithm based on the weighted average position concept

Jun Cheng (UGent) and Wim De Waele (UGent)

(2024) KNOWLEDGE-BASED SYSTEMS. 305.
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Imprecision in martingale- and test-theoretic prequential randomness

Floris Persiau (UGent) and Gert de Cooman (UGent)

(2024) INTERNATIONAL JOURNAL OF APPROXIMATE REASONING. 170.
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The logic behind desirable sets of things, and its filter representation

Gert de Cooman (UGent) , Arthur Van Camp (UGent) and Jasper De Bock (UGent)

(2024) INTERNATIONAL JOURNAL OF APPROXIMATE REASONING. 172.
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Revisiting clustering for efficient unsupervised dialogue structure induction

Maarten De Raedt, Fréderic Godin, Chris Develder (UGent) and Thomas Demeester (UGent)

(2024) APPLIED INTELLIGENCE. 54. p.5278-5305
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A dissection of the monotonicity property of binary operations from a dominance point of view

Yuntian Wang, Lemnaouar Zedam (UGent) , Bao Qing Hu and Bernard De Baets (UGent)

(2024) INTERNATIONAL JOURNAL OF APPROXIMATE REASONING. 175.
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Improving deep neural network random initialization through neuronal rewiring

Leonardo Scabini, Bernard De Baets (UGent) and Odemir Martinez Bruno (UGent)

(2024) NEUROCOMPUTING. 599.
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Inheriting Bayer's legacy : joint remosaicing and denoising for quad Bayer image sensor

Haijin Zeng (UGent) , Kai Feng, Jiezhang Cao, Shaoguang Huang, Yongqiang Zhao, Hiep Luong (UGent) , Jan Aelterman (UGent) and Wilfried Philips (UGent)

(2024) INTERNATIONAL JOURNAL OF COMPUTER VISION. 132(11). p.4992-5013

Academic Bibliography

Few-shot out-of-scope intent classification : analyzing the robustness of prompt-based learning

NICE : an algorithm for nearest instance counterfactual explanations

Towards a benchmark for scientific understanding in humans and machines

Weighted average algorithm : a novel meta-heuristic optimization algorithm based on the weighted average position concept

Imprecision in martingale- and test-theoretic prequential randomness

The logic behind desirable sets of things, and its filter representation

Revisiting clustering for efficient unsupervised dialogue structure induction

A dissection of the monotonicity property of binary operations from a dominance point of view

Improving deep neural network random initialization through neuronal rewiring

Inheriting Bayer's legacy : joint remosaicing and denoising for quad Bayer image sensor

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