Ghent University Academic Bibliography

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Error mitigation for TDoA UWB indoor localization using unsupervised machine learning

Bich Phuong Duong (UGent) , Ben Van Herbruggen, Arne Bröring, Adnan Shahid (UGent) and Eli De Poorter (UGent)

(2025) IEEE SENSORS JOURNAL. 25(1). p.1959-1968
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Interpreting stress detection models using SHAP and attention for MuSe-stress 2022

Homin Park, Gang Hyun Kim, Jin Sung Oh, Arnout Van Messem (UGent) and Wesley De Neve (UGent)

(2025) IEEE TRANSACTIONS ON AFFECTIVE COMPUTING. 16(2). p.1031-1043
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Fuzzy transformer machine learning for UWB NLOS identification and ranging mitigation

Hongchao Yang, Yunjia Wang, Chee Kiat Seow, Meng Sun, Sander Coene (UGent) , Lu Huang, Wout Joseph (UGent) and David Plets (UGent)

(2025) IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT. 74.
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Augmentation-free longitudinal modeling through structuring whitened embeddings

Karel Fonteyn (UGent) , Lennert Bontinck (UGent) , Tom Dhaene (UGent) and Dirk Deschrijver (UGent)

(2025) IEEE ACCESS. 13. p.159950-159960
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NLOS identification and ranging trustworthiness for indoor positioning with LLM-based UWB-IMU fusion

Hongchao Yang, Yunjia Wang, Chee Kiat Seow, Zengke Li, Meng Sun, Cedric De Cock (UGent) , Jingxue Bi, Wout Joseph (UGent) and David Plets (UGent)

(2025) IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT. 74.
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Advanced wood species identification based on multiple anatomical sections and using deep feature transfer and fusion

Kallil M. Zielinski, Leonardo Scabini, Lucas C. Ribas, Núbia R. da Silva, Hans Beeckman, Jan Verwaeren (UGent) , Odemir Martinez Bruno (UGent) and Bernard De Baets (UGent)

(2025) COMPUTERS AND ELECTRONICS IN AGRICULTURE. 231.
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A foundation model for wireless technology recognition and localization tasks

Mohammad Cheraghinia (UGent) , Eli De Poorter (UGent) , Jaron Fontaine (UGent) , Merouane Debbah and Adnan Shahid (UGent)

(2025) IEEE OPEN JOURNAL OF THE COMMUNICATIONS SOCIETY. 6. p.9879-9896
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Methods for single-biomolecule translocation event detection from nanopore current signal : a review

Pratima Upretee (UGent) , Wouter Botermans, Koen Martens, Sanjin Marion, Jan Fostier (UGent) and Nilesh Madhu (UGent)

(2025) IEEE SENSORS JOURNAL. 25(9). p.14505-14521
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A seq-to-seq temporal convolutional network for volleyball jump monitoring using a waist-mounted IMU

Meng Shang, Camilla De Bleecker (UGent) , Jos Vanrenterghem, Roel De Ridder (UGent) , Sabine Verschueren, Carolina Varon, Walter de Raedt and Bart Vanrumste

(2025) IEEE ACCESS. 13. p.42986-42996
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Fractional fourier image transformer for multimodal remote sensing data classification

Xudong Zhao, Mengmeng Zhang, Ran Tao, Wei Li, Wenzhi Liao (UGent) , Lianfang Tian and Wilfried Philips (UGent)

(2024) IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. 35(2). p.2314-2326

Academic Bibliography

Error mitigation for TDoA UWB indoor localization using unsupervised machine learning

Interpreting stress detection models using SHAP and attention for MuSe-stress 2022

Fuzzy transformer machine learning for UWB NLOS identification and ranging mitigation

Augmentation-free longitudinal modeling through structuring whitened embeddings

NLOS identification and ranging trustworthiness for indoor positioning with LLM-based UWB-IMU fusion

Advanced wood species identification based on multiple anatomical sections and using deep feature transfer and fusion

A foundation model for wireless technology recognition and localization tasks

Methods for single-biomolecule translocation event detection from nanopore current signal : a review

A seq-to-seq temporal convolutional network for volleyball jump monitoring using a waist-mounted IMU

Fractional fourier image transformer for multimodal remote sensing data classification

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