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 indulge on my research interests by developing interactive visualization approaches for exploration and explanation of computational models and analysis of cyber-physical systems.
Gerlach, L.; Ivliev, A.; Méndez, J.; Meusel, S.; Dachselt, R.; Krötzsch, M.
To appear in 5th Workshop on Explainable Logic-Based Knowledge Representation (XLoKR 2024), co-located with the 21st International Conference on Principles of Knowledge Representation and Reasoning (KR 2024).XLoKR '24, Hanoi, Vietnam.2024.
@article{gerlach2024evonnemo,
author = {Lukas Gerlach and Alex Ivliev and Juli\'{a}n M\'{e}ndez and Simon Meusel and Raimund Dachselt and Markus Kr\"{o}tzsch},
title = {EvonNemo - A Symbiosis of Datalog Tracing and Proof Tree Visualization},
booktitle = {5th Workshop on Explainable Logic-Based Knowledge Representation (XLoKR 2024), co-located with the 21st International Conference on Principles of Knowledge Representation and Reasoning (KR 2024)},
year = {2024},
month = {11},
location = {Hanoi, Vietnam}
}
List of additional material
Luo, W.; Abdelaziz, M.; Méndez, J.; Rzayev, R.
To appear in Proceedings of 2024 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct).ISMAR '24, Seattle.IEEE,2024.
@inproceedings{luo2024storybook,
author = {Weizhou Luo and Mark Abdelaziz and Juli\'{a}n M\'{e}ndez and Rufat Rzayev},
title = {Between Pages and Reality: Exploring a Book Metaphor for Unfolding Data-driven Storytelling in Immersive Environments},
booktitle = {Proceedings of 2024 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct)},
series = {ISMAR '24},
year = {2024},
month = {10},
location = {Seattle},
publisher = {IEEE}
}
List of additional material
Krug, K.; Méndez, J.; Luo, W.; Dachselt, R.
In CHI 2024 Workshop on Designing Inclusive Future Augmented Realities.CHI '24, Honolulu, HI, USA.ACM,2024.
@inproceedings{krug2024inclusivemr,
author = {Katja Krug and Juli\'{a}n M\'{e}ndez and Weizhou Luo and Raimund Dachselt},
title = {Don't Leave Me Out: Designing for Device Inclusivity in Mixed Reality Collaboration},
booktitle = {CHI 2024 Workshop on Designing Inclusive Future Augmented Realities},
year = {2024},
month = {5},
location = {Honolulu, HI, USA},
publisher = {ACM}
}
List of additional material
Korn, M.; Méndez, J.; Klüppelholz, S.; Langner, R.; Baier, C.; Dachselt, R.
In Proceedings of the 21st International Conference on Software Engineering and Formal Methods.SEFM'23, Eindhoven Netherlands.Springer,2023.10.1007/978-3-031-47115-5_20
@inproceedings{pmc-vis-2023,
author = {Max Korn and Juli\'{a}n M\'{e}ndez and Sascha Kl\"{u}ppelholz and Ricardo Langner and Christel Baier and Raimund Dachselt},
title = {PMC-VIS: An Interactive Visualization Tool for Probabilistic Model Checking},
booktitle = {Proceedings of the 21st International Conference on Software Engineering and Formal Methods},
series = {Lecture Notes in Computer Science},
year = {2023},
month = {11},
location = {Eindhoven Netherlands},
doi = {10.1007/978-3-031-47115-5_20},
publisher = {Springer}
}
List of additional material
Méndez, J.; Satkowski, M.; Rzayev, R.
In Proceedings of 2023 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct).ISMAR '23, Sydney.IEEE,2023.10.1109/ISMAR-Adjunct60411.2023.00058
@inproceedings{mendez2023explainability,
author = {Juli\'{a}n M\'{e}ndez and Marc Satkowski and Rufat Rzayev},
title = {How Does Explainability Look in Hybrid User Interfaces?},
booktitle = {Proceedings of 2023 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct)},
series = {ISMAR '23},
year = {2023},
month = {10},
location = {Sydney},
doi = {10.1109/ISMAR-Adjunct60411.2023.00058},
publisher = {IEEE}
}
List of additional material
In Proceedings of 2023 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct).ISMAR '23, Sydney.IEEE,2023.10.1109/ISMAR-Adjunct60411.2023.00057
@inproceedings{satkowski2023fantastic,
author = {Marc Satkowski and Juli\'{a}n M\'{e}ndez},
title = {Fantastic Hybrid User Interfaces and How to Define Them},
booktitle = {Proceedings of 2023 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct)},
series = {ISMAR '23},
year = {2023},
month = {10},
location = {Sydney},
doi = {10.1109/ISMAR-Adjunct60411.2023.00057},
publisher = {IEEE}
}
List of additional material
Méndez, J.; Alrabbaa, C.; Koopmann, P.; Langner, R.; Baader, F.; Dachselt, R.
In Computer Graphics Forum.EuroVis 2023, Leipzig, Germany.John Wiley & Sons, Ltd,2023.10.1111/cgf.14730
@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
Dachselt, R.; Gaggl, S.; Krötzsch, M.; Méndez, J.; Rusovac, D.; Yang, M.
In Proceedings of the 9th International Conference on Computational Models of Argument.COMMA 2022, Cardiff, Wales.2022.10.3233/FAIA220146
@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
Alrabbaa, C.; Baader, F.; Borgwardt, S.; Dachselt, R.; Koopmann, P.; Méndez, J.
In Automated Reasoning - 11th International Joint Conference, IJCAR 2022.IJCAR 2022, Haifa, Israel.Springer,2022.10.1007/978-3-031-10769-6_16
@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
Alrabbaa, C.; Borgwardt, S.; Friese, T.; Koopmann, P.; Méndez, J.; Popovič, A.
In Proceedings of the 35th International Workshop on Description Logics.DL '22, Haifa, Israel.2022.
@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
Alrabbaa, C.; Borgwardt, S.; Friese, T.; Koopmann, P.; Méndez, J.; Popovič, A.
In 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).XLoKR '22, Haifa, Israel.2022.
@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
Horak, T.; Coenen, N.; Metzger, N.; Hahn, C.; Flemisch, T.; Méndez, J.; Dimov, D.; Finkbeiner, B.; Dachselt, R.
In IEEE Transactions on Visualization and Computer Graphics.VIS '21, Virtual Event.IEEE,2022.10.1109/TVCG.2021.3114866
@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
Concepts and Development of a Game-based Video Annotation Solution
Paschalis Dimitriou September 30th, 2024 until March 3rd, 2025
Supervision: Julián Méndez, Raimund Dachselt
Concepts for Linking Partial Degree-of-Interest Graphs for Large, Multivariate Graph Visualization and Exploration
Clarisa Sanjaya October 16th, 2023 until April 1st, 2024
Supervision: Julián Méndez, Raimund Dachselt
Design and Development of Visual Structures of Data-Driven Storytelling in Immersive Environments
Mark Abdelaziz June 19th, 2023 until November 20th, 2023
Supervision: Rufat Rzayev, Julián Méndez, Weizhou Luo, Raimund Dachselt
Developing Concepts for Scalability in Set Visualization
Stefan Jovanov April 17th, 2023 until September 18th, 2023
Supervision: Julián Méndez, Raimund Dachselt
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
Investigating Dancing Games to induce Immersion for Data-Driven Storytelling
Emmanuel Diehl September 1st, 2024 until November 17th, 2024
Supervision: Julián Méndez, Raimund Dachselt
Interfacing for Literature Management, Writing, and Comparison
Felina Holländer November 13th, 2023 until January 29th, 2024
Supervision: Julián Méndez, Raimund Dachselt
Investigating the Use of AI Tools in HCI Research Workflows
Kanan Mammadov May 15th, 2023 until September 26th, 2023
Supervision: Julián Méndez, Ricardo Langner, Wolfgang Büschel, 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
Developing concepts for visual, interactive, and scalable graph comparison
Lea Meding May 1st, 2023 until October 2nd, 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
Investigating Data-Driven Projections of Linear Equation Systems [CMS-PROJ, SS 24]
Nicolás Rojas Bernal May 13th, 2024 until September 2nd, 2024
Supervision: Julián Méndez, Rufat Rzayev
Developing Concepts for Scalable Set Visualization [CMS-PROJ, WiSe 24]
Anastasiia Andreeva February 12th, 2024 until June 3rd, 2024
Supervision: Julián Méndez, Rufat Rzayev
Rhythm Games for Data Labeling [CMS-PROJ, WiSe 23/24]
Marie Langer October 30th, 2023 until March 4th, 2024
Supervision: Julián Méndez, Rufat Rzayev
Interactive Exploration of Countermodels in Web Environments [CMS-PROJ, WiSe 23/24]
Archit Garg September 11th, 2023 until December 18th, 2023
Supervision: Julián Méndez, Rufat Rzayev
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, Annett Mitschick
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
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