Daniel Sauter

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 18

Top Topics

Convolutional Neural Networks

Machine Learning

Literature Review

Top Venues

Publications

Daniel Sauter, Georg Lodde, Felix Nensa, Dirk Schadendorf, Elisabeth Livingstone, Markus Kukuk
Deep learning in computational dermatopathology of melanoma: A technical systematic literature review. Comput. Biol. Medicine 163 (2023)
Dominik Raab, Eric Fezer, Johannes Breitenbach, Hermann Baumgartl, Daniel Sauter, Ricardo Buettner
A Deep Learning-Based Model for Automated Quality Control in the Pharmaceutical Industry. COMPSAC (2022)
Ricardo Buettner, Jan Gross, Philipp Roessler, Julia Winter, Daniel Sauter, Hermann Baumgartl, Patrick Ulrich
High-Performance Fake Voice Detection on Automatic Speaker Verification Systems for the Prevention of Cyber Fraud with Convolutional Neural Networks. HICSS (2022)
Johannes Breitenbach, Jan Gross, Ricardo Buettner, Hermann Baumgartl, Samuel Bayerlein, Dennis Flathau, Daniel Sauter
A Deep Learning-Based Cyber-Physical System for the Detection of Defective Capsules Using a Transfer Learning Strategy. PACIS (2022)
Daniel Sauter, Georg Lodde, Felix Nensa, Dirk Schadendorf, Elisabeth Livingstone, Markus Kukuk
Validating Automatic Concept-Based Explanations for AI-Based Digital Histopathology. Sensors 22 (14) (2022)
Daniel Sauter, Lars Butz, Ricardo Buettner
Machine Learning Based Differentiation Between High and Low Self-Discipline Using EEG Data. ECIS (2021)
Ricardo Buettner, Daniel Sauter, Isabelle Eckert, Hermann Baumgartl
Classifying High and Low Self-Esteem using a Novel Machine Learning Method based on EEG Data. PACIS (2021)
Daniel Sauter, Anna Schmitz, Fulya Dikici, Hermann Baumgartl, Ricardo Buettner
Defect Detection of Metal Nuts Applying Convolutional Neural Networks. COMPSAC (2021)
Marco Klaiber, Daniel Sauter, Hermann Baumgartl, Ricardo Buettner
A Systematic Literature Review on Transfer Learning for 3D-CNNs. IJCNN (2021)
Johannes Breitenbach, Dominik Raab, Eric Fezer, Daniel Sauter, Hermann Baumgartl, Ricardo Buettner
Automatic Diagnosis of Intellectual and Developmental Disorder Using Machine Learning Based on Resting-State EEG Recordings. WiMob (2021)
Hermann Baumgartl, Dennis Flathau, Samuel Bayerlein, Daniel Sauter, Ingo J. Timm, Ricardo Buettner
Pain Level Assessment for Infants Using Facial Expression Scores. COMPSAC (2021)
Marvin Gaertner, Daniel Sauter, Hermann Baumgartl, Thilo Rieg, Ricardo Buettner
Multi-Class Emotion Recognition within the Valence-Arousal-Dominance Space Using EEG. AMCIS (2021)
Hermann Baumgartl, Daniel Sauter, Christian Schenk, Cem Atik, Ricardo Buettner
Vision-based Hand Gesture Recognition for Human-Computer Interaction using MobileNetV2. COMPSAC (2021)
Daniel Sauter, Cem Atik, Christian Schenk, Ricardo Buettner, Hermann Baumgartl
Visual Defect Detection of Metal Screws using a Deep Convolutional Neural Network. COMPSAC (2021)
Ricardo Buettner, Daniel Sauter, Jonas Klopfer, Johannes Breitenbach, Hermann Baumgartl
A Review of Recent Advances in Machine Learning Approaches for Cyber Defense. IEEE BigData (2021)
Hermann Baumgartl, Stefanie Scholtz, Daniel Sauter, Ricardo Buettner
Detection of Schizophrenia Using Machine Learning on the Five Most Predictive EEG-Channels. PACIS (2021)
Hermann Baumgartl, Philipp Roessler, Daniel Sauter, Ricardo Buettner
Measuring Social Desirability Using a Novel Machine Learning Approach Based on EEG Data. PACIS (2020)
Hermann Baumgartl, Fulya Dikici, Daniel Sauter, Ricardo Buettner
Detecting Antisocial Personality Disorder Using a Novel Machine Learning Algorithm Based on Electroencephalographic Data. PACIS (2020)
Semay Johnston, Luc Renambot, Daniel Sauter
Employing WebGL to develop interactive stereoscopic 3D content for use in biomedical visualization. ERVR (2013)
Daniel Sauter
Implied Aesthetics: A Sensor-Based Approach towards Mobile Interfaces. HCI (10) (2011)
Daniel Sauter, Fabian Winkler
In the Line of Sight. SIGGRAPH Art Gallery (2010)
Daniel Sauter
Light Attack. SIGGRAPH Art Gallery (2006)
Véronique Mendel, Marc Munschy, Daniel Sauter
MODMAG, a MATLAB program to model marine magnetic anomalies. Comput. Geosci. 31 (5) (2005)