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Academic Bibliography

Search 200 years of publications by Ghent University researchers.

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Your filters: cql: affiliation exact TW cql: author exact 801000729981

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Race against the machine : can deep learning recognize microstructures as well as the trained human eye?

Michiel Larmuseau (UGent) , Michael Sluydts (UGent) , Koenraad Theuwissen, Lode Duprez, Tom Dhaene (UGent) and Stefaan Cottenier (UGent)

(2021) SCRIPTA MATERIALIA. 193. p.33-37
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- Conference Paper
- open access
Machine learning-based characterization of SNR in digital satellite communication links

Brecht Dhuyvetters, D Delaruelle, Hendrik Rogier (UGent) , Tom Dhaene (UGent) , Dries Vande Ginste (UGent) and Domenico Spina (UGent)

(2021) p.1-5
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- Conference Paper
- open access
Batch Bayesian Active Learning For Feasible Region Identification by Local Penalization

Jixiang Qing (UGent) , Nicolas Knudde (UGent) , Ivo Couckuyt (UGent) , Tom Dhaene (UGent) and Kohei Shintani

(2021) 2020 Winter Simulation Conference (WSC). p.2779-2790
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- Journal Article
- open access
Learning multivariate shapelets with multi-layer neural networks for interpretable time-series classification

Roberto Medico (UGent) , Joeri Ruyssinck (UGent) , Dirk Deschrijver (UGent) and Tom Dhaene (UGent)

(2021) ADVANCES IN DATA ANALYSIS AND CLASSIFICATION. p.1-26
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- Journal Article
- open access
Adaptive sampling with automatic stopping for feasible region identification in engineering design

Jixiang Qing (UGent) , Nicolas Knudde (UGent) , Federico Garbuglia (UGent) , Domenico Spina (UGent) , Ivo Couckuyt (UGent) and Tom Dhaene (UGent)

(2021) ENGINEERING WITH COMPUTERS. p.1-18
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Statistical modeling of frequency responses using linear Bayesian vector fitting

Simon De Ridder (UGent) , Dirk Deschrijver (UGent) , Domenico Spina (UGent) , Dries Vande Ginste (UGent) and Tom Dhaene (UGent)

(2020) INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS. 33(6).
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Automated framework for time-domain piecewise-linear fitting method based on digital wave processing of $S$-parameters

Piero Belforte, Domenico Spina (UGent) , Luigi Lombardi, Giulio Antonini and Tom Dhaene (UGent)

(2020) IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS. 67(1). p.235-248
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- Journal Article
- A1
- open access
A voltage and current measurement dataset for plug load appliance identification in households

Roberto Medico (UGent) , Leen De Baets (UGent) , Jingkun Gao, Suman Giri, Emre Kara, Tom Dhaene (UGent) , Chris Develder (UGent) , Mario Berges and Dirk Deschrijver (UGent)

(2020) SCIENTIFIC DATA. 7(1).
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- Journal Article
- A1
- open access
Portable detection of apnea and hypopnea events using bio-impedance of the chest and deep learning

Tom Van Steenkiste (UGent) , Willemijn Groenendaal, Pauline Dreesen, Seulki Lee, Susie Klerkx, Ruben de Francisco, Dirk Deschrijver (UGent) and Tom Dhaene (UGent)

(2020) IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS. 24(9). p.2589-2598
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- Conference Paper
- P1
- open access
Bayesian active learning for electromagnetic structure design

Jixiang Qing (UGent) , Nicolas Knudde (UGent) , Ivo Couckuyt (UGent) , Domenico Spina (UGent) and Tom Dhaene (UGent)

(2020) 2020 14TH EUROPEAN CONFERENCE ON ANTENNAS AND PROPAGATION (EUCAP 2020). In Proceedings of the European Conference on Antennas and Propagation

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