Steffen Seitz Dipl.-Ing.
Person

Affiliations

Institute of Circuits and Systems
- Academic Staff
Chair of Fundamentals of Electronics
- Academic Staff
- steffen.seitz@tu-dresden.de

Identification Numbers

ORCID	0000-0002-8389-8869
Scopus author ID	8940988100

XAIEV – A Framework for the Evaluation of XAI-Algorithms for Image Classification

Knoll, C., Ullrich, J., Manjooran, T., Göller, K., Amjad, H., Tetzlaff, R. & Seitz, S., 2026, Explainable Artificial Intelligence - 3rd World Conference, xAI 2025, Proceedings: Third World Conference, xAI 2025, Istanbul, Turkey, July 9–11, 2025, Proceedings, Part III. Guidotti, R., Schmid, U. & Longo, L. (eds.). p. 250–263 14 p. (CCIS, Vol. 2578).

Research output: Contribution to book/Conference proceedings/Anthology/Report › Chapter in book/Anthology/Report › Contributed › peer-review

Towards Generalizable Classification of Partial Discharges in Gas-Insulated HVDC Systems using Neural Networks: Protrusions and Particles

Seitz, S., Götz, T., Lindenberg, C., Tetzlaff, R. & Schlegel, S., 1 Jun 2024, In: IEEE transactions on power delivery. 39, 3, p. 1491-1499 9 p., 10444905.

Research output: Contribution to journal › Research article › Contributed › peer-review

Do humans and Convolutional Neural Networks attend to similar areas during scene classification: Effects of task and image type

Müller, R., Dürschmidt, M., Ullrich, J., Knoll, C., Weber, S. & Seitz, S., 21 Mar 2024, In: Applied Sciences (Switzerland). 14 (2024), 6, 31 p., 2648.

Research output: Contribution to journal › Research article › Contributed › peer-review

Interpretability is in the eye of the beholder: Human versus artificial classification of image segments generated by humans versus XAI

Müller, R., Thoß, M., Ullrich, J., Seitz, S. & Knoll, C., 2024, In: International journal of human computer interaction. 41(2024), 4, p. 2371-2393 23 p.

Research output: Contribution to journal › Research article › Contributed › peer-review

Self-Supervised Health Index Curve Generation for Condition-Based Predictive Maintenance

Seitz, S., Arnold, M., Tetzlaff, R. & Holstein, P., Dec 2023, In: Electronics (Switzerland). 12, 24, 4941.

Research output: Contribution to journal › Research article › Contributed › peer-review

View all research output (11)

SECAI - School of Embedded Composite Artificial Intelligence (External organisation)

Seitz, S. (Member)

2024

Activity: Memberships/Positions at TUD and external institutions › Academic institutions › Membership

Neural Networks and Memristive Hardware Accelerators

Schroedter, R. (Lecturer), Seitz, S. (Lecturer), Tetzlaff, R. (Involved person)

1 Oct 2022 → 31 Mar 2025

Activity: Talk or presentation at external institutions/events › Lecture › Contributed

Machine Learning Community Dresden (External organisation)

Seitz, S. (Member)

2018 → 2023

Activity: Memberships/Positions at TUD and external institutions › Networks and partnerships › Expert/specialist group

View all activities (3)

Research Portal of the TU Dresden

Steffen Seitz Dipl.-Ing.
Person

Affiliations

Identification Numbers

Related content

XAIEV – A Framework for the Evaluation of XAI-Algorithms for Image Classification

Towards Generalizable Classification of Partial Discharges in Gas-Insulated HVDC Systems using Neural Networks: Protrusions and Particles

Do humans and Convolutional Neural Networks attend to similar areas during scene classification: Effects of task and image type

Interpretability is in the eye of the beholder: Human versus artificial classification of image segments generated by humans versus XAI

Self-Supervised Health Index Curve Generation for Condition-Based Predictive Maintenance

SECAI - School of Embedded Composite Artificial Intelligence (External organisation)

Neural Networks and Memristive Hardware Accelerators

Machine Learning Community Dresden (External organisation)