Jan Gross

Orcid: 0000-0003-2375-8028

According to our database1, Jan Gross authored at least 12 papers between 2020 and 2022.

Collaborative distances:
  • Dijkstra number2 of six.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

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Bibliography

2022
Benchmarking Transfer Learning Strategies in Time-Series Imaging: Recommendations for Analyzing Raw Sensor Data.
IEEE Access, 2022

Artificial Intelligence for Industry 4.0: Automated In-Line Quality Control of Electrical Cable Ends Based on Convolutional Neural Networks.
Proceedings of the 26th Pacific Asia Conference on Information Systems, 2022

A Deep Learning-Based Cyber-Physical System for the Detection of Defective Capsules Using a Transfer Learning Strategy.
Proceedings of the 26th Pacific Asia Conference on Information Systems, 2022

High-Performance Fake Voice Detection on Automatic Speaker Verification Systems for the Prevention of Cyber Fraud with Convolutional Neural Networks.
Proceedings of the 55th Hawaii International Conference on System Sciences, 2022

A Systematic Literature Review of Machine Learning Approaches for Detecting Events and Disturbances in Smart Grid Systems.
Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022

A Systematic Literature Review of Deep Learning Approaches in Smart Meter Data Analytics.
Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022

A Systematic Literature Review of Current IoT-Based Approaches for Improving Sustainable Public Transportation in Smart Cities.
Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022

2021
Machine Learning-Based Detection of High Trait Anxiety Using Frontal Asymmetry Characteristics in Resting-State EEG Recordings.
Proceedings of the 25th Pacific Asia Conference on Information Systems, 2021

High-Performance Detection of Corneal Ulceration Using Image Classification with Convolutional Neural Networks.
Proceedings of the 54th Hawaii International Conference on System Sciences, 2021

A Systematic Literature Review of Data Privacy Solutions for Smart Meter Technologies.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

High-Performance Detection of Mild Cognitive Impairment Using Resting-State EEG Signals Located in Broca's Area: A Machine Learning Approach.
Proceedings of the 27th Americas Conference on Information Systems, 2021

2020
A Novel Machine Learning Approach for High-Performance Diagnosis of Premature Internet Addiction Using the Unfolded EEG Spectra.
Proceedings of the 26th Americas Conference on Information Systems, 2020


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