Ghent University Academic Bibliography

Prediction of Deoxynivalenol contamination in wheat kernels and flour based on visible near-infrared spectroscopy, feature selection and machine learning modelling

Mhd Baraa Almoujahed (UGent) , Enrique Apolo Apolo (UGent) , Mohammad Alhussein, Marius Kazlauskas, Zita Kriaučiūnienė, Egidijus Šarauskis and Abdul Mouazen (UGent)

(2025) SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY. 330.

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Micro-Near-Infrared (Micro-NIR) sensor for predicting organic carbon and clay contents in agricultural soil

Jiang Liu (UGent) , Muhammad Abdul Munnaf (UGent) and Abdul Mouazen (UGent)

(2024) SOIL & TILLAGE RESEARCH. 242.

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Conference Paper
P1
open access

Improved deep learning based ECG classification through automated feature selection and weighted loss function

Timo De Waele (UGent) , Daniel Peralta (UGent) , Eli De Poorter (UGent) and Adnan Shahid (UGent)

(2024) 2024 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, IJCNN 2024. In IEEE International Joint Conference on Neural Networks (IJCNN) 3. p.1-8

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Journal Article
A1
open access

Time-series-based feature selection and clustering for equine activity recognition using accelerometers

Timo De Waele (UGent) , Adnan Shahid (UGent) , Daniel Peralta (UGent) , Anniek Eerdekens (UGent) , Margot Deruyck (UGent) , Frank Tuyttens (UGent) and Eli De Poorter (UGent)

(2023) IEEE SENSORS JOURNAL. 23(11). p.11855-11868

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Integrated interval Mahalanobis classification system for the quality classification of turbine blades based on vibrational data incorporating measurement uncertainty

Liangliang Cheng, Vahid Yaghoubi Nasrabadi (UGent) , Wim Van Paepegem (UGent) and Mathias Kersemans (UGent)

(2023) STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL. 22(1). p.166-179

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Conference Paper
P1
open access

Powershap : a power-full shapley feature selection method

Jarne Verhaeghe (UGent) , Jeroen Van Der Donckt (UGent) , Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2023) MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2022, PT I. In Lecture Notes in Computer Science 13713. p.71-87

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Journal Article
A1
open access

Clustering and smoothing pipeline for management zone delineation using proximal and remote sensing

Seyed Hamed Javadi (UGent) , Angela Patricia Guerrero Castillo and Abdul Mouazen (UGent)

(2022) SENSORS. 22(2).

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Journal Article
A2
open access

Intelligent prediction of multi-factor-oriented ground settlement during TBM tunneling in soft soil

Zhi Ding, Lin-Shuang Zhao, Wan-Huan Zhou and Adam Bezuijen (UGent)

(2022) FRONTIERS IN BUILT ENVIRONMENT. 8.

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Journal Article
A2
open access

Distinctive features of nonverbal behavior and mimicry in application interviews through data analysis and machine learning

Sanne Roegiers (UGent) , Elias Corneillie, Filip Lievens (UGent) , Frederik Anseel (UGent) , Peter Veelaert (UGent) and Wilfried Philips (UGent)

(2022) MACHINE LEARNING WITH APPLICATIONS. 9.

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Journal Article
A1
open access

Quality inspection of complex-shaped metal parts by vibrations and an integrated Mahalanobis classification system

Liangliang Cheng, Vahid Yaghoubi Nasrabadi (UGent) , Wim Van Paepegem (UGent) and Mathias Kersemans (UGent)

(2021) STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL. 20(6). p.3075-3091

Academic Bibliography

Prediction of Deoxynivalenol contamination in wheat kernels and flour based on visible near-infrared spectroscopy, feature selection and machine learning modelling

Micro-Near-Infrared (Micro-NIR) sensor for predicting organic carbon and clay contents in agricultural soil

Improved deep learning based ECG classification through automated feature selection and weighted loss function

Time-series-based feature selection and clustering for equine activity recognition using accelerometers

Integrated interval Mahalanobis classification system for the quality classification of turbine blades based on vibrational data incorporating measurement uncertainty

Powershap : a power-full shapley feature selection method

Clustering and smoothing pipeline for management zone delineation using proximal and remote sensing

Intelligent prediction of multi-factor-oriented ground settlement during TBM tunneling in soft soil

Distinctive features of nonverbal behavior and mimicry in application interviews through data analysis and machine learning

Quality inspection of complex-shaped metal parts by vibrations and an integrated Mahalanobis classification system

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