Tom Van Steenkiste - researchr alias

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Viewing Publication 1 - 14 from 14

2020

Portable Detection of Apnea and Hypopnea Events Using Bio-Impedance of the Chest and Deep LearningTom Van Steenkiste, Willemijn Groenendaal, Pauline Dreesen, Seulki Lee, Susie Klerkx, Ruben de Francisco, Dirk Deschrijver, Tom Dhaene. titb, 24(9):2589-2598, 2020. [doi]

Interpretable Epilepsy Detection in Routine, Interictal EEG Data using Deep LearningThomas Uyttenhove, Aren Maes, Tom Van Steenkiste, Dirk Deschrijver, Tom Dhaene. nips 2020: 355-366 [doi]

2019

Continuous Exploitative Measurement Trajectories Using Bayesian OptimisationRémi Delanghe, Tom Van Steenkiste, Dirk Deschrijver, Tom Dhaene. bnaic 2019: [doi]

Learning To Forget: Design of Experiments for Line-Based Bayesian Optimization in Dynamic EnvironmentsJens Jocqué, Tom Van Steenkiste, Pieter Stroobant, Rémi Delanghe, Dirk Deschrijver, Tom Dhaene. wsc 2019: 656-667 [doi]

A Study of Early Sepsis Detection Models Based on Multivariate Medical Time SeriesAren Maes, Tom Van Steenkiste, Tom Dhaene, Dirk Deschrijver. bnaic 2019: [doi]

Sensor Fusion using Backward Shortcut Connections for Sleep Apnea Detection in Multi-Modal DataTom Van Steenkiste, Dirk Deschrijver, Tom Dhaene. nips 2019: 112-125 [doi]

Disentangled Variational Auto-Encoders for Explaining ECG Beat EmbeddingsTom Van Steenkiste, Dirk Deschrijver, Tom Dhaene. bnaic 2019: [doi]

Interpretable ECG Beat Embedding using Disentangled Variational Auto-EncodersTom Van Steenkiste, Dirk Deschrijver, Tom Dhaene. cbms 2019: 373-378 [doi]

Automated Sleep Apnea Detection in Raw Respiratory Signals Using Long Short-Term Memory Neural NetworksTom Van Steenkiste, Willemijn Groenendaal, Dirk Deschrijver, Tom Dhaene. titb, 23(6):2354-2364, 2019. [doi]

Accurate prediction of blood culture outcome in the intensive care unit using long short-term memory neural networksTom Van Steenkiste, Joeri Ruyssinck, Leen De Baets, Johan Decruyenaere, Filip De Turck, Femke Ongenae, Tom Dhaene. artmed, 97:38-43, 2019. [doi]

ALBATROS: adaptive line-based sampling trajectories for sequential measurementsTom Van Steenkiste, Joachim van der Herten, Dirk Deschrijver, Tom Dhaene. ewc, 35(2):537-550, 2019. [doi]

2018

2016

Sensitivity analysis of expensive black-box systems using metamodelingTom Van Steenkiste, Joachim van der Herten, Ivo Couckuyt, Tom Dhaene. wsc 2016: 578-589 [doi]

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