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Hermann Baumgartl
Hermann Baumgartl
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Bestätigte E-Mail-Adresse bei ieee.org
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Zitiert von
Zitiert von
Jahr
A deep learning-based model for defect detection in laser-powder bed fusion using in-situ thermographic monitoring
H Baumgartl, J Tomas, R Buettner, M Merkel
Progress in Additive Manufacturing 5, 277-285, 2020
2002020
A highly effective deep learning based escape route recognition module for autonomous robots in crisis and emergency situations
R Buettner, H Baumgartl
Proceedings of the 52nd Hawaii International Conference on System Sciences …, 2019
472019
Hardcore Gamer Profiling: Results from an unsupervised learning approach to playing behavior on the Steam platform
F Baumann, D Emmert, H Baumgartl, R Buettner
Procedia Computer Science 126, 1289-1297, 2018
472018
Development of a highly precise place recognition module for effective human-robot interactions in changing lighting and viewpoint conditions
H Baumgartl, R Buettner
Proceedings of the 53rd Hawaii International Conference on System Sciences …, 2020
392020
A Novel Machine Learning Approach for High-Performance Diagnosis of Premature Internet Addiction Using the Unfolded EEG Spectra
J Gross, H Baumgartl, R Buettner
AMCIS 2020 Proceedings: 25th Americas Conference on Information Systems, 2020
382020
Demonstration of the potential of white-box machine learning approaches to gain insights from cardiovascular disease electrocardiograms
T Rieg, J Frick, H Baumgartl, R Buettner
PloS one 15 (12), e0243615, 2020
332020
Microsaccades as a Predictor of a User’s Level of Concentration
R Buettner, H Baumgartl, D Sauter
Information Systems and Neuroscience, 173-177, 2019
332019
High-Performance Detection of Corneal Ulceration Using Image Classification with Convolutional Neural Networks
J Gross, J Breitenbach, H Baumgartl, R Buettner
Proceedings of the 54th Hawaii International Conference on System Sciences, 3416, 2021
262021
Two-level classification of chronic stress using machine learning on resting-state EEG recordings
H Baumgartl, E Fezer, R Buettner
AMCIS 2020 Proceedings: 25th Americas Conference on Information Systems, 2020
242020
Detecting Antisocial Personality Disorder Using a Novel Machine Learning Algorithm Based on Electroencephalographic Data
H Baumgartl, F Dikici, D Sauter, R Buettner
PACIS 2020 Proceedings: 24th Pacific Asia Conference on Information Systems, 2020
242020
Detection of Excessive Daytime Sleepiness in Resting-State EEG Recordings: A Novel Machine Learning Approach Using Specific EEG Sub-Bands and Channels
J Breitenbach, H Baumgartl, R Buettner
AMCIS 2020 Proceedings: 25th Americas Conference on Information Systems, 2020
222020
A novel deep-learning approach for automated non-destructive testing in quality assurance based on convolutional neural networks
H Baumgartl, J Tomas, R Buettner, M Merkel
ACEX-2019 Proceedings, 2019
212019
Machine Learning Based Diagnosis of Binge Eating Disorder Using EEG Recordings
D Raab, H Baumgartl, R Buettner
PACIS 2020 Proceedings: 24th Pacific Asia Conference on Information Systems, 2020
172020
Measuring Social Desirability Using a Novel Machine Learning Approach Based on EEG Data
H Baumgartl, P Roessler, D Sauter, R Buettner
PACIS 2020 Proceedings: 24th Pacific Asia Conference on Information Systems, 2020
152020
A Systematic Literature Review on Transfer Learning for 3D-CNNs
M Klaiber, D Sauter, H Baumgartl, R Buettner
2021 International Joint Conference on Neural Networks (IJCNN), 1-10, 2021
142021
Measuring extraversion using EEG data
H Baumgartl, S Bayerlein, R Buettner
Information Systems and Neuroscience: NeuroIS Retreat 2020, 2020
132020
Vision-based Hand Gesture Recognition for Human-Computer Interaction using MobileNetV2
H Baumgartl, D Sauter, C Schenk, C Atik, R Buettner
2021 IEEE 45th Annual Computers, Software, and Applications Conference …, 2021
92021
A Review of Virtual Reality and Augmented Reality Literature in Healthcare
R Buettner, H Baumgartl, T Konle, P Haag
2020 IEEE Symposium on Industrial Electronics & Applications (ISIEA), 1-6, 2020
92020
Multi-Class Emotion Recognition within the Valence-Arousal-Dominance Space Using EEG
M Gaertner, D Sauter, H Baumgartl, T Rieg, R Buettner
AMCIS 2021 Proceedings: 26th Americas Conference on Information Systems, 2021
82021
Defect Detection of Metal Nuts Applying Convolutional Neural Networks
D Sauter, A Schmitz, F Dikici, H Baumgartl, R Buettner
2021 IEEE 45th Annual Computers, Software, and Applications Conference …, 2021
72021
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