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Leonid Schwenke

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

7

Venues

3

Active years

2021–2025

Best venue rank

B

Where they publish

Papers

7 indexed papers, newest first.

YearVenueTitleAuthors
2025DSAAEvaluating Interpretability Using Logical Relations: Do Saliency Maps Encode Relevant Information?Leonid Schwenke, Martin Atzmueller
2025DSAAA Global Dataset-Specific Any-Order Minimal Expectation Baseline for Saliency Scores.Leonid Schwenke, Martin Atzmueller
2025IWANNEvaluating Higher-Level and Symbolic Features in Deep Learning on Time Series: Towards Simpler Explainability.Leonid Schwenke, Till Stckemann, Martin Atzmueller
2023FlAIRSMaking Time Series Embeddings More Interpretable in Deep Learning - Extracting Higher-Level Features via Symbolic Approximation Representations.Leonid Schwenke, Martin Atzmueller
2023FlAIRSIdentifying Informative Nodes in Attributed Spatial Sensor Networks Using Attention for Symbolic Abstraction in a GNN-based Modeling Approach.Leonid Schwenke, Stefan Bloemheuvel, Martin Atzmueller
2021DSAAConstructing Global Coherence Representations: Identifying Interpretability and Coherences of Transformer Attention in Time Series Data.Leonid Schwenke, Martin Atzmueller
2021FlAIRSShow Me What You're Looking For Visualizing Abstracted Transformer Attention for Enhancing Their Local Interpretability on Time Series Data.Leonid Schwenke, Martin Atzmueller