Patrick Knab

According to our database, Patrick Knab authored at least 13 papers between 2006 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

From Codebooks to VLMs: Evaluating Automated Visual Discourse Analysis for Climate Change on Social Media.

Katharina Prasse, Steffen Jung, Isaac Bravo, Stefanie Walter, Patrick Knab, Christian Bartelt, Margret Keuper

CoRR, April, 2026

2025

Concepts in Motion: Temporal Bottlenecks for Interpretable Video Classification.

Patrick Knab, Sascha Marton, Philipp J. Schubert, Drago Guggiana, Christian Bartelt

CoRR, September, 2025

Which LIME Should I Trust? Concepts, Challenges, and Solutions.

Patrick Knab, Sascha Marton, Udo Schlegel, Christian Bartelt

Proceedings of the Explainable Artificial Intelligence, 2025

DCBM: Data-Efficient Visual Concept Bottleneck Models.

Katharina Prasse, Patrick Knab, Sascha Marton, Christian Bartelt, Margret Keuper

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Beyond Pixels: Enhancing LIME with Hierarchical Features and Segmentation Foundation Models.

Patrick Knab, Sascha Marton, Christian Bartelt

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

2024

Aligning Visual and Semantic Interpretability through Visually Grounded Concept Bottleneck Models.

Patrick Knab, Katharina Prasse, Sascha Marton, Christian Bartelt, Margret Keuper

CoRR, 2024

DSEG-LIME - Improving Image Explanation by Hierarchical Data-Driven Segmentation.

Patrick Knab, Sascha Marton, Christian Bartelt

CoRR, 2024

Interpreting Outliers in Time Series Data through Decoding Autoencoder.

Patrick Knab, Sascha Marton, Christian Bartelt, Robert Fuder

Proceedings of the Workshop on Explainable AI for Time Series and Data Streams (TempXAI 2024) co-located with The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2024), 2024

2010

Visual Patterns in Issue Tracking Data.

Patrick Knab, Martin Pinzger, Harald C. Gall

Proceedings of the New Modeling Concepts for Today's Software Processes, 2010

2009

Smart views for analyzing problem reports: tool demo.

Patrick Knab, Harald C. Gall, Martin Pinzger

Proceedings of the 7th joint meeting of the European Software Engineering Conference and the ACM SIGSOFT International Symposium on Foundations of Software Engineering, 2009

Interactive views for analyzing problem reports.

Patrick Knab, Beat Fluri, Harald C. Gall, Martin Pinzger

Proceedings of the 25th IEEE International Conference on Software Maintenance (ICSM 2009), 2009

2008

A Tool for Visual Understanding of Source Code Dependencies.

Martin Pinzger, Katja Grafenhain, Patrick Knab, Harald C. Gall

Proceedings of the 16th IEEE International Conference on Program Comprehension, 2008

2006

Predicting defect densities in source code files with decision tree learners.

Patrick Knab, Martin Pinzger, Abraham Bernstein

Proceedings of the 2006 International Workshop on Mining Software Repositories, 2006