Hermann Baumgartl

34 papers B 8C 1Journal 2Unranked 23

Year	Rank	Type	Title / Venue / Authors
2025	C	`conf`	Optimizing Aircraft Assembly: A Machine Learning Approach for Screw Fastener Outcome Prediction. ETFA Tobias Gentner, Moritz Knoell, Tim Konle, Jannic Adam, Marco Klaiber, Andreas Theissler, Hermann Baumgartl
2022	—	`conf`	A Deep Learning-Based Cyber-Physical System for the Detection of Defective Capsules Using a Transfer Learning Strategy. PACIS Johannes Breitenbach, Jan Gross, Ricardo Buettner, Hermann Baumgartl, Samuel Bayerlein, Dennis Flathau, Daniel Sauter
2022	B	`conf`	A Deep Learning-Based Model for Automated Quality Control in the Pharmaceutical Industry. COMPSAC Dominik Raab, Eric Fezer, Johannes Breitenbach, Hermann Baumgartl, Daniel Sauter, Ricardo Buettner
2022	—	`conf`	Artificial Intelligence for Industry 4.0: Automated In-Line Quality Control of Electrical Cable Ends Based on Convolutional Neural Networks. PACIS Johannes Breitenbach, Jan Gross, Hermann Baumgartl, Patrick Sven Ulrich, Ricardo Buettner
2022	—	`conf`	Automated Defect Detection of Screws in the Manufacturing Industry Using Convolutional Neural Networks. HICSS Johannes Breitenbach, Isabelle Eckert, Vanessa Mahal, Hermann Baumgartl, Ricardo Buettner
2022	J	`jnl`	Benchmarking Transfer Learning Strategies in Time-Series Imaging: Recommendations for Analyzing Raw Sensor Data. IEEE Access Jan Gross, Ricardo Buettner, Hermann Baumgartl
2022	—	`conf`	High-Performance Fake Voice Detection on Automatic Speaker Verification Systems for the Prevention of Cyber Fraud with Convolutional Neural Networks. HICSS Ricardo Buettner, Jan Gross, Philipp Roessler, Julia Winter, Daniel Sauter, Hermann Baumgartl, Patrick Ulrich
2022	—	`conf`	Machine Learning-Based Health Behavior Prediction Using Resting-State EEG Data. AMCIS Johannes Breitenbach, Daniel Eisenhardt, Thilo Rieg, Hermann Baumgartl, Patrick Sven Ulrich, Ingo J. Timm, Ricardo Buettner
2021	—	`conf`	A Novel Machine Learning Approach to Working Memory Evaluation Using Resting-State EEG Data. PACIS Johannes Breitenbach, Alpay Uzun, Thilo Rieg, Hermann Baumgartl, Ricardo Buettner
2021	—	`conf`	A Review of Recent Advances in Machine Learning Approaches for Cyber Defense. IEEE BigData Ricardo Buettner, Daniel Sauter, Jonas Klopfer, Johannes Breitenbach, Hermann Baumgartl
2021	B	`conf`	A Systematic Literature Review on Transfer Learning for 3D-CNNs. IJCNN Marco Klaiber, Daniel Sauter, Hermann Baumgartl, Ricardo Buettner
2021	B	`conf`	Automatic Diagnosis of Intellectual and Developmental Disorder Using Machine Learning Based on Resting-State EEG Recordings. WiMob Johannes Breitenbach, Dominik Raab, Eric Fezer, Daniel Sauter, Hermann Baumgartl, Ricardo Buettner
2021	—	`conf`	Classifying High and Low Self-Esteem using a Novel Machine Learning Method based on EEG Data. PACIS Ricardo Buettner, Daniel Sauter, Isabelle Eckert, Hermann Baumgartl
2021	—	`conf`	Comparison of deep learning methods for image deblurring on light optical materials microscopy data. CASE Patrick Krawczyk, Hermann Baumgartl, Andreas Jansche, Timo Bernthaler, Ricardo Buettner, Gerhard Schneider
2021	B	`conf`	Defect Detection of Metal Nuts Applying Convolutional Neural Networks. COMPSAC Daniel Sauter, Anna Schmitz, Fulya Dikici, Hermann Baumgartl, Ricardo Buettner
2021	—	`conf`	Detection of Schizophrenia Using Machine Learning on the Five Most Predictive EEG-Channels. PACIS Hermann Baumgartl, Stefanie Scholtz, Daniel Sauter, Ricardo Buettner
2021	J	`jnl`	Developing efficient transfer learning strategies for robust scene recognition in mobile robotics using pre-trained convolutional neural networks. CoRR Hermann Baumgartl, Ricardo Buettner
2021	—	`conf`	Early Detection of Alcohol Use Disorder Based on a Novel Machine Learning Approach Using EEG Data. IEEE BigData Dennis Flathau, Johannes Breitenbach, Hermann Baumgartl, Ricardo Buettner
2021	—	`conf`	High-Performance Detection of Corneal Ulceration Using Image Classification with Convolutional Neural Networks. HICSS Jan Gross, Johannes Breitenbach, Hermann Baumgartl, Ricardo Buettner
2021	—	`conf`	High-Performance Detection of Mild Cognitive Impairment Using Resting-State EEG Signals Located in Broca's Area: A Machine Learning Approach. AMCIS Jan Gross, Niklas Groiss, Thilo Rieg, Hermann Baumgartl, Ricardo Buettner
2021	—	`conf`	Machine Learning-Based Detection of High Trait Anxiety Using Frontal Asymmetry Characteristics in Resting-State EEG Recordings. PACIS Jan Gross, Filmon Mesgun, Janek Frick, Hermann Baumgartl, Ricardo Buettner
2021	—	`conf`	Multi-Class Emotion Recognition within the Valence-Arousal-Dominance Space Using EEG. AMCIS Marvin Gaertner, Daniel Sauter, Hermann Baumgartl, Thilo Rieg, Ricardo Buettner
2021	B	`conf`	Pain Level Assessment for Infants Using Facial Expression Scores. COMPSAC Hermann Baumgartl, Dennis Flathau, Samuel Bayerlein, Daniel Sauter, Ingo J. Timm, Ricardo Buettner
2021	B	`conf`	Vision-based Hand Gesture Recognition for Human-Computer Interaction using MobileNetV2. COMPSAC Hermann Baumgartl, Daniel Sauter, Christian Schenk, Cem Atik, Ricardo Buettner
2021	B	`conf`	Visual Defect Detection of Metal Screws using a Deep Convolutional Neural Network. COMPSAC Daniel Sauter, Cem Atik, Christian Schenk, Ricardo Buettner, Hermann Baumgartl
2020	—	`conf`	A Novel Machine Learning Approach for High-Performance Diagnosis of Premature Internet Addiction Using the Unfolded EEG Spectra. AMCIS Jan Gross, Hermann Baumgartl, Ricardo Buettner
2020	—	`conf`	Detecting Antisocial Personality Disorder Using a Novel Machine Learning Algorithm Based on Electroencephalographic Data. PACIS Hermann Baumgartl, Fulya Dikici, Daniel Sauter, Ricardo Buettner
2020	—	`conf`	Detection of Excessive Daytime Sleepiness in Resting-State EEG Recordings: A Novel Machine Learning Approach Using Specific EEG Sub-Bands and Channels. AMCIS Johannes Breitenbach, Hermann Baumgartl, Ricardo Buettner
2020	—	`conf`	Development of a Highly Precise Place Recognition Module for Effective Human-robot Interactions in Changing Lighting and Viewpoint Conditions. HICSS Hermann Baumgartl, Ricardo Buettner
2020	—	`conf`	Machine Learning Based Diagnosis of Binge Eating Disorder Using EEG Recordings. PACIS Dominik Raab, Hermann Baumgartl, Ricardo Buettner
2020	—	`conf`	Measuring Social Desirability Using a Novel Machine Learning Approach Based on EEG Data. PACIS Hermann Baumgartl, Philipp Roessler, Daniel Sauter, Ricardo Buettner
2020	—	`conf`	Two-Level Classification of Chronic Stress Using Machine Learning on Resting-State EEG Recordings. AMCIS Hermann Baumgartl, Eric Fezer, Ricardo Buettner
2019	—	`conf`	A Highly Effective Deep Learning Based Escape Route Recognition Module for Autonomous Robots in Crisis and Emergency Situations. HICSS Ricardo Buettner, Hermann Baumgartl
2018	B	`conf`	Hardcore Gamer Profiling: Results from an unsupervised learning approach to playing behavior on the Steam platform. KES Florian Baumann, Dominik Emmert, Hermann Baumgartl, Ricardo Buettner