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ORCIDJan Gross
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2020 – today
- 2022
[j1]Jan Gross
, Ricardo Buettner, Hermann Baumgartl:
Benchmarking Transfer Learning Strategies in Time-Series Imaging: Recommendations for Analyzing Raw Sensor Data. IEEE Access 10: 16977-16991 (2022)- [c11]Johannes Breitenbach, Jan Gross, Manuel Wengert, James Anurathan, Rico Bitsch, Zafer Kosar, Emre Tuelue, Ricardo Buettner:
A Systematic Literature Review of Deep Learning Approaches in Smart Meter Data Analytics. COMPSAC 2022: 1337-1342 - [c10]Johannes Breitenbach, Jan Gross, Daniel Dittrich, Pauline Neumann, Alexander Schilling, Esra Zaman, Ricardo Buettner:
A Systematic Literature Review of Current IoT-Based Approaches for Improving Sustainable Public Transportation in Smart Cities. COMPSAC 2022: 1690-1695 - [c9]Ricardo Buettner, Johannes Breitenbach, Jan Gross, Isabell Krueger, Hari Gouromichos, Marvin Listl, Louis Leicht, Thorsten Klier:
A Systematic Literature Review of Machine Learning Approaches for Detecting Events and Disturbances in Smart Grid Systems. COMPSAC 2022: 1786-1791 - [c8]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: 1-10 - [c7]Johannes Breitenbach, Jan Gross, Hermann Baumgartl, Patrick Sven Ulrich, Ricardo Buettner:
Artificial Intelligence for Industry 4.0: Automated In-Line Quality Control of Electrical Cable Ends Based on Convolutional Neural Networks. PACIS 2022: 282 - [c6]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: 287 - 2021
- [c5]Jan Gross, Niklas Groiss, Thilo Rieg, Hermann Baumgartl, Ricardo Buettner:
High-Performance Detection of Mild Cognitive Impairment Using Resting-State EEG Signals Located in Broca's Area: A Machine Learning Approach. AMCIS 2021 - [c4]Jan Gross, Johannes Breitenbach, Waldemar Granson, Daniel Japs, Ardi Reci, Aaron Koengeter, Ricardo Buettner:
A Systematic Literature Review of Data Privacy Solutions for Smart Meter Technologies. IEEE BigData 2021: 3305-3310 - [c3]Jan Gross, Johannes Breitenbach, Hermann Baumgartl, Ricardo Buettner:
High-Performance Detection of Corneal Ulceration Using Image Classification with Convolutional Neural Networks. HICSS 2021: 1-10 - [c2]Jan Gross, Filmon Mesgun, Janek Frick, Hermann Baumgartl, Ricardo Buettner:
Machine Learning-Based Detection of High Trait Anxiety Using Frontal Asymmetry Characteristics in Resting-State EEG Recordings. PACIS 2021: 34 - 2020
- [c1]Jan Gross, Hermann Baumgartl, Ricardo Buettner:
A Novel Machine Learning Approach for High-Performance Diagnosis of Premature Internet Addiction Using the Unfolded EEG Spectra. AMCIS 2020
Coauthor Index
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