I wear the hats of Data Scientist and Software Engineer since 2017.
I’m part of the Transregional Collaborative Research Centre “TRR-248: Foundations of Perspicuous Software Systems”, funded by the DFG, where I investigate and develop interactive visualization techniques for exploration of models and analysis of cyber-physical systems.
My research involves:
@article{MAKLBD-CGF-2023,
author = {Juli\'{a}n M\'{e}ndez and Christian Alrabbaa and Patrick Koopmann and Ricardo Langner and Franz Baader and Raimund Dachselt},
title = {Evonne: A Visual Tool for Explaining Reasoning with OWL Ontologies and Supporting Interactive Debugging},
journal = {Computer Graphics Forum},
year = {2023},
month = {3},
location = {Leipzig, Germany},
doi = {10.1111/cgf.14730},
publisher = {John Wiley \& Sons, Ltd}
}
List of additional material
@inproceedings{Dachselt22:Nexas,
author = {Raimund Dachselt and Sarah Gaggl and Markus Kr\"{o}tzsch and Juli\'{a}n M\'{e}ndez and Dominik Rusovac and Mei Yang},
title = {NEXAS: A Visual Tool for Navigating and Exploring Argumentation Solution Spaces},
booktitle = {Proceedings of the 9th International Conference on Computational Models of Argument},
year = {2022},
month = {9},
location = {Cardiff, Wales},
doi = {10.3233/FAIA220146}
}
List of additional material
@inproceedings{ABBDKM-IJCAR22,
author = {Christian Alrabbaa and Franz Baader and Stefan Borgwardt and Raimund Dachselt and Patrick Koopmann and Juli\'{a}n M\'{e}ndez},
title = {Evonne: Interactive Proof Visualization for Description Logics (System Description)},
booktitle = {Automated Reasoning - 11th International Joint Conference, IJCAR 2022},
series = {Lecture Notes in Computer Science},
year = {2022},
month = {8},
location = {Haifa, Israel},
doi = {10.1007/978-3-031-10769-6_16},
publisher = {Springer}
}
List of additional material
@inproceedings{ABFKMP-DL-2022,
author = {Christian Alrabbaa and Stefan Borgwardt and Tom Friese and Patrick Koopmann and Juli\'{a}n M\'{e}ndez and Alexej Popovič},
title = {On the Eve of True Explainability for OWL Ontologies: Description Logic Proofs with Evee and Evonne},
booktitle = {Proceedings of the 35th International Workshop on Description Logics},
year = {2022},
month = {8},
location = {Haifa, Israel}
}
List of additional material
@inproceedings{ABFKMP-XLoKR-22,
author = {Christian Alrabbaa and Stefan Borgwardt and Tom Friese and Patrick Koopmann and Juli\'{a}n M\'{e}ndez and Alexej Popovič},
title = {Explaining Description Logic Entailments in Practice with Evee and Evonne},
booktitle = {3rd Workshop on Explainable Logic-Based Knowledge Representation (XLoKR 2022), co-located with the 19th International Conference on Principles of Knowledge Representation and Reasoning (KR 2022)},
year = {2022},
month = {7},
location = {Haifa, Israel}
}
List of additional material
@article{Horak2021VisualAnalysisHyperproperties,
author = {Tom Horak and Norine Coenen and Niklas Metzger and Christopher Hahn and Tamara Flemisch and Juli\'{a}n M\'{e}ndez and Dennis Dimov and Bernd Finkbeiner and Raimund Dachselt},
title = {Visual Analysis of Hyperproperties for Understanding Model Checking Results},
journal = {IEEE Transactions on Visualization and Computer Graphics},
year = {2022},
month = {10},
location = {Virtual Event},
doi = {10.1109/TVCG.2021.3114866},
publisher = {IEEE}
}
List of additional material
, Video, Online Demo
Purposeful Game Design: Providing Nutritional Guidance Through Gameplay
Alexandra Cerkasina October 24th, 2022 until April 10th, 2023
Supervision: Julián Méndez, Raimund Dachselt
Visualizing irreversible data transformations: Interactive exploration of highly dimensional market segmentation data
Avtar Singh May 2nd, 2022 until October 10th, 2022
Supervision: Julián Méndez, Raimund Dachselt
Visualization of dimensionality reduced clustering for market segmentation analysis in a collaborative setting
Maximilian Kordt May 23rd, 2022 until October 24th, 2022
Supervision: Julián Méndez, Raimund Dachselt
Can I trust my model?: Visual Analysis of Multivariate Outputs of Supervised Machine Learning Models for Image Data
Ananya Avinash Bejai July 12th, 2021 until December 13th, 2021
Supervision: Tom Horak, Annett Mitschick, Julián Méndez, Raimund Dachselt
Visualization for Post-hoc Neural Network Analysis
Patricia Crespo Peralta January 23rd, 2023 until April 10th, 2023
Supervision: Julián Méndez, Raimund Dachselt
Animated Prediction Evolution for Neural Network Analysis
Junxiao Chi January 23rd, 2023 until April 10th, 2023
Supervision: Julián Méndez, Raimund Dachselt
Concepts for interactive exploration and explanation in proofs and ontologies
Markus Wieland May 9th, 2022 until October 10th, 2022
Supervision: Julián Méndez, Raimund Dachselt
Gamification of Science: Creation of Input Data for Handwriting Recognition [CMS-PROJ, WiSe 21/22]
Jiaxiang Shan November 1st, 2021 until March 31st, 2022
Supervision: Julián Méndez, Raimund Dachselt
Dimensionality Reduced Cluster Analysis for Segmentation [CMS-PROJ, WiSe 21/22]
Fujun Han November 1st, 2021 until March 31st, 2022
Supervision: Julián Méndez, Annett Mitschick, Raimund Dachselt
Implementation of a multi-user multi-touch framework for JavaScript to support web-based applications in multi-display environments [INF-PM-FPA, WiSe 21/22]
Kai Rädsch October 18th, 2021 until March 7th, 2022
Supervision: Anke Lehmann, Julián Méndez, Raimund Dachselt