Leonid Schwenke

14 papers B 3Misc 3Journal 6Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	A Global Dataset-Specific Any-Order Minimal Expectation Baseline for Saliency Scores. DSAA Leonid Schwenke, Martin Atzmueller
2025	—	`conf`	Evaluating Higher-Level and Symbolic Features in Deep Learning on Time Series: Towards Simpler Explainability. IWANN (1) Leonid Schwenke, Till Stückemann, Martin Atzmueller
2025	B	`conf`	Evaluating Interpretability Using Logical Relations: Do Saliency Maps Encode Relevant Information? DSAA Leonid Schwenke, Martin Atzmueller
2025	J	`jnl`	Saliency Maps are Ambiguous: Analysis of Logical Relations on First and Second Order Attributions. CoRR Leonid Schwenke, Martin Atzmueller
2024	J	`jnl`	Saliency Methods are Encoders: Analysing Logical Relations Towards Interpretation. CoRR Leonid Schwenke, Martin Atzmueller
2023	J	`jnl`	Extracting Interpretable Local and Global Representations from Attention on Time Series. CoRR Leonid Schwenke, Martin Atzmueller
2023	Misc	`conf`	Identifying Informative Nodes in Attributed Spatial Sensor Networks Using Attention for Symbolic Abstraction in a GNN-based Modeling Approach. FLAIRS Leonid Schwenke, Stefan Bloemheuvel, Martin Atzmueller
2023	Misc	`conf`	Making Time Series Embeddings More Interpretable in Deep Learning - Extracting Higher-Level Features via Symbolic Approximation Representations. FLAIRS Leonid Schwenke, Martin Atzmueller
2021	—	`conf`	Abstracting Local Transformer Attention for Enhancing Interpretability on Time Series Data. LWDA Leonid Schwenke, Martin Atzmueller
2021	B	`conf`	Constructing Global Coherence Representations: Identifying Interpretability and Coherences of Transformer Attention in Time Series Data. DSAA Leonid Schwenke, Martin Atzmueller
2021	J	`jnl`	Real or Virtual? Using Brain Activity Patterns to differentiate Attended Targets during Augmented Reality Scenarios. CoRR Lisa-Marie Vortmann, Leonid Schwenke, Felix Putze
2021	Misc	`conf`	Show Me What You're Looking For Visualizing Abstracted Transformer Attention for Enhancing Their Local Interpretability on Time Series Data. FLAIRS Leonid Schwenke, Martin Atzmueller
2021	J	`jnl`	Using Brain Activity Patterns to Differentiate Real and Virtual Attended Targets during Augmented Reality Scenarios. Inf. Lisa-Marie Vortmann, Leonid Schwenke, Felix Putze
2016	J	`jnl`	Monitoring Android Devices by using Events and Metadata. Int. J. Comput. Markus Schölzel, Evren Eren, Kai-Oliver Detken, Leonid Schwenke