212 citations
- Technische Universität DarmstadtDE16 papers
- Darmstadt University of Applied SciencesDE4 papers
- Fraunhofer-GesellschaftDE4 papers
- Norwegian University of Science and TechnologyNO3 papers
- Saarland UniversityDE3 papers
- University of LjubljanaSI3 papers
- Changchun Institute of Optics, Fine Mechanics and PhysicsCN2 papers
- Fraunhofer Institute for Secure Information TechnologyDE2 papers
- INESC TECPT2 papers
- Max Planck Institute for InformaticsDE2 papers
- Universidad Autónoma de MadridES2 papers
- University of Arkansas at Little RockUS2 papers
Showing cs.LGShow all
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cs.LG2023★ 1 cited
Towards the Visualization of Aggregated Class Activation Maps to Analyse the Global Contribution of Class Features
Igor Cherepanov, David Sessler, Alex Ulmer +2
Deep learning (DL) models achieve remarkable performance in classification tasks. However, models with high complexity can not be used in many risk-sensitive applications unless a…
cs.LG2022★ 12 cited
Visualization Of Class Activation Maps To Explain AI Classification Of Network Packet Captures
Igor Cherepanov, Alex Ulmer, Jonathan Geraldi Joewono +1
The classification of internet traffic has become increasingly important due to the rapid growth of today's networks and applications. The number of connections and the addition of…
cs.LG2021★ 7 cited
INODE: Building an End-to-End Data Exploration System in Practice [Extended Vision]
Sihem Amer-Yahia, Georgia Koutrika, Frederic Bastian +25
A full-fledged data exploration system must combine different access modalities with a powerful concept of guiding the user in the exploration process, by being reactive and antici…