Simon Bin

Alumni

sbin@informatik.uni-leipzig.de

Matrix (Chat)

@sbin:chat.dice-research.org

Phone

+49 3412 2903736

Office

Leipzig

Projects

DAIKIRI – Diagnostische KI für industrielle Daten

Publications

Ontolearn---A Framework for Large-scale OWL Class Expression Learning in Python

By Caglar Demir, Alkid Baci, N'Dah Jean Kouagou, Leonie Nora Sieger, Stefan Heindorf, Simon Bin, Lukas Blübaum, Alexander Bigerl, Axel-Cyrille Ngonga Ngomo

Journal of Machine Learning Research, JMLR, 2025, #article

Schema-agnostic SPARQL-driven faceted search benchmark generation

By Claus Stadler, Simon Bin, Lisa Wenige, Lorenz Bühmann, Jens Lehmann

Journal of Web Semantics, 2020, #article

Distributed Semantic Analytics using the SANSA Stack

By Jens Lehmann, Gezim Sejdiu, Lorenz Bühmann, Patrick Westphal, Claus Stadler, Ivan Ermilov, Simon Bin, Nilesh Chakraborty, Muhammad Saleem, Axel-Cyrille Ngomo Ngonga, Hajira Jabeen

Proceedings of 16th International Semantic Web Conference - Resources Track (ISWC'2017), 2017, #inproceedings

Implementing Scalable Structured Machine Learning for Big Data in the SAKE Project

By Simon Bin, Patrick Westphal, Jens Lehmann, Axel-Cyrille Ngomo Ngonga

IEEE Big Data Conference 2017, 2017, #inproceedings

The Tale of Sansa Spark

By Ivan Ermilov, Jens Lehmann, Gezim Sejdiu, Lorenz Bühmann, Patrick Westphal, Claus Stadler, Simon Bin, Nilesh Chakraborty, Henning Petzka, Muhammad Saleem, Axel-Cyrille Ngonga Ngomo, Hajira Jabeen

Proceedings of 16th International Semantic Web Conference, Poster & Demos, 2017, #inproceedings

Towards SPARQL-Based Induction for Large-Scale RDF Data sets

By Simon Bin, Lorenz Bühmann, Jens Lehmann, Axel-Cyrille Ngonga Ngomo

ECAI 2016 - Proceedings of the 22nd European Conference on Artificial Intelligence, 2016, #inproceedings

Comparing the Optimization Behaviour of Heuristics with Topology Based Visualization

By Simon Bin, Sebastian Volke, Gerik Scheuermann, Martin Middendorf

Theory and Practice of Natural Computing, 2014, #incollection

Visual Analysis of Discrete Particle Swarm Optimization Using Fitness Landscapes

By Sebastian Volke, Simon Bin, Dirk Zeckzer, Martin Middendorf, Gerik Scheuermann

Recent Advances in the Theory and Application of Fitness Landscapes, 2014, #incollection