Julian Alfredo Mendez

Julian Alfredo Mendez

(ORCID)

Research

Publications

  • Julian Alfredo Mendez, Timotheus Kampik, Andrea Aler Tubella, and Virginia Dignum. A Clearer View on Fairness: Visual and Formal Representation for Comparative Analysis. In Florian Westphal, Einav Peretz-Andersson, Maria Riveiro, Kerstin Bach, and Fredrik Heintz, editors, 14th Scandinavian Conference on Artificial Intelligence, SCAI 2024, pages 112-120. Swedish Artificial Intelligence Society, June 2024.   DOI:10.3384/ecp208013   Abstract   BibTeX   PDF   Implementation
  • Andrea Aler Tubella, Dimitri Coelho Mollo, Adam Dahlgren Lindström, Hannah Devinney, Virginia Dignum, Petter Ericson, Anna Jonsson, Timotheus Kampik, Tom Lenaerts, Julian Alfredo Mendez, and Juan Carlos Nieves. ACROCPoLis: A Descriptive Framework for Making Sense of Fairness. FAccT ‘23: Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, pages 1014–1025, 2023.   DOI:10.1145/3593013.3594059   Abstract   BibTeX   PDF   ePDF   HTML
  • Andrea Aler Tubella, Flavia Barsotti, Rüya Gökhan Koçer, and Julian Alfredo Mendez. Ethical implications of fairness interventions: what might be hidden behind engineering choices?. Ethics and Information Technology, volume 24, issue 1, article 12, Springer 2022.   DOI:10.1007/s10676-022-09636-z   Abstract   BibTeX   PDF   Implementation
  • İsmail İlkan Ceylan, Julian Mendez, and Rafael Peñaloza. The Bayesian Ontology reasoner is BORN!. In Michel Dumontier, Birte Glimm, Rafael Gonçalves, Matthew Horridge, Ernesto Jiménez-Ruiz, Nicolas Matentzoglu, Bijan Parsia, Giorgos Stamou, and Giorgos Stoilos, editors, Proceedings of the 4th International Workshop on OWL Reasoner Evaluation (ORE 2015), pages 8–14. volume 1387, CEUR Workshop Proceedings, 2015.   ceur-ws.org   Abstract   BibTeX   PDF   Implementation
  • Fredo Erxleben, Michael Günther, Markus Krötzsch, Julian Mendez, Denny Vrandečić. Introducing Wikidata to the Linked Data Web. In Proceedings of the 13th International Semantic Web Conference. Springer 2014.   DOI:10.1007/978-3-319-11964-9_4   Abstract   BibTeX   PDF   Implementation
  • Marcus Hähnel, Julian Mendez, Veronika Thost, Anni-Yasmin Turhan. Bridging the Application Knowledge Gap. In Workshop on Adaptive and Reflective Middleware’14, December 2014.   DOI:10.1145/2677017.2677020   Abstract   BibTeX   PDF
  • Waltenegus Dargie, Eldora, Julian Mendez, Christoph Möbius, Kateryna Rybina, Veronika Thost, and Anni-Yasmin Turhan. Situation Recognition for Service Management Systems Using OWL 2 Reasoners. In Proceedings of the 10th IEEE Workshop on Context Modeling and Reasoning 2013, pages 31—36. San Diego, California, IEEE Computer Society, March 2013.   DOI:10.1109/PerComW.2013.6529452   Abstract   BibTeX   PDF
  • Sebastian Goetz, Julian Mendez, Veronika Thost, and Anni-Yasmin Turhan. OWL 2 Reasoning To Detect Energy-Efficient Software Variants From Context. In Kavitha Srinivas and Simon Jupp, editors, Proceedings of the 10th OWL: Experiences and Directions Workshop (OWLED 2013), volume 1080, CEUR Workshop Proceedings, May 2013.   ceur-ws.org   Abstract   BibTeX   PDF
  • Sebastian Götz, René Schöne, Claas Wilke, Julian Mendez, and Uwe Aßmann. Towards Predictive Self-optimization by Situation Recognition. 2nd Workshop EASED@ BUIS 201311, 2013.   DOI:10.1007/s40568-013-0022-4   Abstract   BibTeX   PDF
  • Yue Ma and Julian Mendez. High Quality Data Generation: An Ontology Reasoning based Approach. In AIBD’13: The First International Workshop on Artificial Intelligence for Big Data (in conjunction with IJCAI’13), 2013.   Abstract   BibTeX   Proceedings
  • Franz Baader, Stefan Borgwardt, Julian Alfredo Mendez, and Barbara Morawska. UEL: Unification Solver for EL. In Yevgeny Kazakov, Domenico Lembo, and Frank Wolter, editors, Proceedings of the 25th International Workshop on Description Logics (DL’12), volume 846, CEUR Workshop Proceedings, pages 26—36, 2012.   ceur-ws.org   Abstract   BibTeX   PDF   Implementation
  • Franz Baader, Julian Mendez, and Barbara Morawska. UEL: Unification Solver for the Description Logic EL — System Description. In Proceedings of the 6th International Joint Conference on Automated Reasoning (IJCAR’12), volume 7364 of in Lecture Notes in Artificial Intelligence, pages 45—51. Manchester, UK, Springer-Verlag, 2012.   DOI:10.1007/978-3-642-31365-3_6   Abstract   BibTeX   PDF   Implementation
  • Julian Mendez. jcel: A Modular Rule-based Reasoner. In Proceedings of the 1st International Workshop on OWL Reasoner Evaluation (ORE 2012), volume 858, CEUR Workshop Proceedings, 2012.   ceur-ws.org   Abstract   BibTeX   PDF   Implementation
  • Julian Mendez, Andreas Ecke, and Anni-Yasmin Turhan. Implementing completion-based inferences for the EL-family. In Riccardo Rosati, Sebastian Rudolph, and Michael Zakharyaschev, editors, Proceedings of the international Description Logics workshop, volume 745, CEUR Workshop Proceedings, 2011.   ceur-ws.org   Abstract   BibTeX   PDF   Implementation
  • Julian Mendez and Boontawee Suntisrivaraporn. Reintroducing CEL as an OWL 2 EL Reasoner. In Bernardo Cuenca Grau, Ian Horrocks, Boris Motik, and Ulrike Sattler, editors, Proceedings of the 2009 International Workshop on Description Logics (DL2009), volume 477, CEUR Workshop Proceedings, 2009.   ceur-ws.org   Abstract   BibTeX   PDF   Implementation

Projects

  • Tiles : Tiles (Transparent, Intuitive, Logical, Ethical, and Structured) is a framework to create formal configurations of constraints.
  • Soda : Soda (Symbolic Objective Descriptive Analysis) is an object-oriented functional language to describe, analyze, and model human-centered problems.
  • BORN : Bayesian Ontology Reasoner, for the description logic EL, fully implemented in Java.
    • JProbLog : (auxiliary project) Java adapter for ProbLog.
  • Wikidata Toolkit : an open source Java library for using data from Wikidata and other Wikibase sites.
  • jcel : a classifier for the description logic EL+, fully implemented in Java.
  • UEL : Unification Solver for EL.
  • OntoComP : a Protégé 4 plug-in for completing OWL ontologies.
  • CEL Plug-in : a classifier for the description logic EL+, Java-Lisp implementation.
    • jsexp : (auxiliary project) parser in Java for Lisp S-expressions.

Auxiliary Projects

  • lat-parent : POM file used as parent of project parent POM files.
  • genericantfile : generic Ant file to compile modules with Ivy.
  • util : collection of modules containing utility classes.

Collaborations

  • Franz Baader, Meghyn Bienvenu, Carsten Lutz, and Frank Wolter. Query and Predicate Emptiness in Ontology-Based Data Access. In Journal of Artificial Intelligence Research (JAIR), 56:1–59, 2016.   DOI:10.1613/jair.4866   Abstract   BibTeX   PDF
  • Franz Baader, Meghyn Bienvenu, Carsten Lutz, and Frank Wolter. Query and Predicate Emptiness in Description Logics. In Fangzhen Lin and Ulrike Sattler, editors, Proceedings of the 12th International Conference on Principles of Knowledge Representation and Reasoning (KR2010). AAAI Press, 2010.   aaai.org   Abstract   BibTeX   PDF

Preprints

Master’s Thesis

Certifications

Former Research Groups