Publikationen

Suchfeld

AI anomaly detection auxiliary tasks BV-3D-Endo BV-3series CI classification CMA computer science computer vision constraints Cybernetics Data Mining Dato Minint decision trees deep learning Deep Reinforcement Learning digital content DLA DWT ensemble equality constraint explainable AI face recognition FEM Game Learning GBG general game playing gesture GP image mosaic Kriging Large Action Space learning LogSearch LSTM machine learning maximum likelihood estimation MONREP neuroendoscopy neuroinformatics nuclear physics online teaching optimization parameter tuning prediction rCMA reinforcement learning Representation learning Revenue Mgmt RL3 SACOBRA Serious Games SFA simulation SOMA SPOT surrogate models SVM TCN TDMR time series video streaming wavelet transform

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2021

Thill, Markus; Konen, Wolfgang; Wang, Hao; Bäck, Thomas

Temporal convolutional autoencoder for unsupervised anomaly detection in time series Journal Article

In: Applied Soft Computing, Bd. 112, S. 107751, 2021.

Links | BibTeX | Schlagwörter: anomaly detection, deep learning, TCN, time series

2020

Thill, Markus; Konen, Wolfgang; Bäck, Thomas

Time Series Encodings with Temporal Convolutional Networks Proceedings Article

In: Vasile, Massimiliano; Filipic, Bogdan (Hrsg.): 9th International Conference on Bioinspired Optimisation Methods and Their Applications (BIOMA), Bruxelles. Video (15 min) available at https://youtu.be/PjI4fpcTGFY, 2020.

Links | BibTeX | Schlagwörter: anomaly detection, deep learning, TCN, time series

Thill, Markus; Konen, Wolfgang

Predictive Maintenance & Anomalie-Erkennung: Effiziente Instandhaltung mit Verfahren der KI Miscellaneous

Vortrag DEBRL2020 (Digital Exchange Bergisches Rheinland 2020), als Video über https://digital-xchange.de/streaming verfügbar, 2020.

Links | BibTeX | Schlagwörter: anomaly detection, deep learning, TCN, time series

 

Suchfeld

Zeige alle

1.

Thill, Markus; Konen, Wolfgang; Wang, Hao; Bäck, Thomas

Temporal convolutional autoencoder for unsupervised anomaly detection in time series Journal Article

In: Applied Soft Computing, Bd. 112, S. 107751, 2021.

Links | BibTeX

2.

Thill, Markus; Konen, Wolfgang; Bäck, Thomas

Time Series Encodings with Temporal Convolutional Networks Proceedings Article

In: Vasile, Massimiliano; Filipic, Bogdan (Hrsg.): 9th International Conference on Bioinspired Optimisation Methods and Their Applications (BIOMA), Bruxelles. Video (15 min) available at https://youtu.be/PjI4fpcTGFY, 2020.

Links | BibTeX

3.

Thill, Markus; Konen, Wolfgang

Predictive Maintenance & Anomalie-Erkennung: Effiziente Instandhaltung mit Verfahren der KI Miscellaneous

Vortrag DEBRL2020 (Digital Exchange Bergisches Rheinland 2020), als Video über https://digital-xchange.de/streaming verfügbar, 2020.

Links | BibTeX