Jan Gross

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 12

Top Topics

Epileptic Seizures

Machine Learning

Convolutional Neural Networks

Raw Sensor Data

Top Venues

Publications

Jan Gross, Ricardo Buettner, Hermann Baumgartl
Benchmarking Transfer Learning Strategies in Time-Series Imaging: Recommendations for Analyzing Raw Sensor Data. IEEE Access 10 (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, 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)
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)
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)
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)
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)
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)
Jan Gross, Johannes Breitenbach, Hermann Baumgartl, Ricardo Buettner
High-Performance Detection of Corneal Ulceration Using Image Classification with Convolutional Neural Networks. HICSS (2021)
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)
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)
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)