Udo Schlegel
Orcid: 0000-0002-8266-0162
According to our database1,
Udo Schlegel
authored at least 39 papers
between 2015 and 2024.
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Bibliography
2024
CoRR, 2024
Navigating the Maze of Explainable AI: A Systematic Approach to Evaluating Methods and Metrics.
CoRR, 2024
Proceedings of the IEEE Visual Analytics Science and Technology, 2024
Fishing Vizzard: An Interactive Visual Analytics Tool to Identify Suspicious Fishing Behavior.
Proceedings of the IEEE Visual Analytics Science and Technology, 2024
Proceedings of the IEEE Visual Analytics Science and Technology, 2024
Finding the DeepDream for Time Series: Activation Maximization for Univariate Time Series.
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
Proceedings of the MultiMedia Modeling - 30th International Conference, 2024
Proceedings of the 7th Annual ACM Workshop on the Lifelog Search Challenge, 2024
2023
Visual Explanations with Attributions and Counterfactuals on Time Series Classification.
CoRR, 2023
Proceedings of the Explainable Artificial Intelligence, 2023
Proceedings of the Workshop on Visual Analytics in Healthcare, 2023
Introducing the Attribution Stability Indicator: A Measure for Time Series XAI Attributions.
Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2023
Interactive Dense Pixel Visualizations for Time Series and Model Attribution Explanations.
Proceedings of the Machine Learning Methods in Visualisation for Big Data 2023, 2023
2022
IEEE Trans. Vis. Comput. Graph., 2022
Explainable AI for Time Series Classification: A Review, Taxonomy and Research Directions.
IEEE Access, 2022
Proceedings of the Machine Learning Methods in Visualisation for Big Data 2022, 2022
A Comprehensive Workflow for Effective Imitation and Reinforcement Learning with Visual Analytics.
Proceedings of the 13th International EuroVis Workshop on Visual Analytics, 2022
2021
IEEE Trans. Vis. Comput. Graph., 2021
SpatialRugs: A compact visualization of space and time for analyzing collective movement data.
Comput. Graph., 2021
TS-MULE: Local Interpretable Model-Agnostic Explanations for Time Series Forecast Models.
Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021
Speculative Execution of Similarity Queries: Real-Time Parameter Optimization through Visual Exploration.
Proceedings of the Workshops of the EDBT/ICDT 2021 Joint Conference, 2021
2020
explAIner: A Visual Analytics Framework for Interactive and Explainable Machine Learning.
IEEE Trans. Vis. Comput. Graph., 2020
An Empirical Study of Explainable AI Techniques on Deep Learning Models For Time Series Tasks.
CoRR, 2020
Proceedings of the 3rd Workshop on Machine Learning Methods in Visualisation for Big Data, 2020
Proceedings of the IUI '20: 25th International Conference on Intelligent User Interfaces, 2020
Proceedings of the 11th International EuroVis Workshop on Visual Analytics, 2020
2019
Proceedings of the Recent Advances in Big Data and Deep Learning, 2019
Proceedings of the 14th IEEE Conference on Visual Analytics Science and Technology, 2019
Earthquake Investigation and Visual Cognizance of Multivariate Temporal Tabular Data Using Machine Learning.
Proceedings of the 14th IEEE Conference on Visual Analytics Science and Technology, 2019
Proceedings of the 14th IEEE Conference on Visual Analytics Science and Technology, 2019
RescueMark: Visual Analytics of Social Media Data for Guiding Emergency Response in Disaster Situations: Award for Skillful Integration of Language Model.
Proceedings of the 14th IEEE Conference on Visual Analytics Science and Technology, 2019
2018
Proceedings of the 13th IEEE Conference on Visual Analytics Science and Technology, 2018
Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018
2017
Proceedings of the 12th IEEE Conference on Visual Analytics Science and Technology, 2017
Proceedings of the 12th IEEE Conference on Visual Analytics Science and Technology, 2017
2015
Proceedings of the 10th IEEE Conference on Visual Analytics Science and Technology, 2015