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Computer Science I
Computational Analytics Group
Prof. Dr. Petra Mutzel
- algorithmic data analysis, graph mining, computational analytics
- algorithm engineering, graph algorithms and data structures
- combinatorial optimization (polynomial time and ILP-based)
- application areas: cheminformatics, geodesy, logistics, network analysis, information visualization, network design and optimization, computational biology, statistical physics, …
High Performance Computing Group
Prof. Dr. Estela Suarez
- high performance computing (HPC)
- heterogeneous HPC system architectures
- modular supercomputing architecture (MSA)
- hardware prototyping and evaluation
- software environment development
- co-design and application optimisation
News and Newsworthy
Paper on temporal graphs at KDD: Our paper titled A Higher-Order Temporal H-Index for Evolving Networks by Lutz Oettershagen, Nils M. Kriege and P. Mutzel has been accepted for publication at the 29th SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2023). This conference is one of the leading conferences in this area (core rank A*). In our work we generalize the n-th order H-index (a useful centrality measure for static graphs) for temporal networks and define corresponding temporal centrality measures and decompositions. Moreover, we suggest (streaming) algorithms for their efficient computation, and evaluate our methods.
HCM Retreat:
We had great presentations and planned the future of our Hausdorff center for Mathematics (Cluster of Excellence at the University of Bonn).
If you want to find out more about the HCM, please visit here.
[picture: © Volker Lannert]
Best Paper Award at MLG@ECMLPKDD2022: Our paper titled “A Temporal Graphlet Kernel For Classifying Dissemination in Evolving Networks” has won the best paper award at the 18th International Workshop on Mining and Learning with Graphs held in connection with the ECMLPKDD'22. The work is based on the bachelor thesis by Claude Jordan and co-authored by Lutz Oettershagen, Nils Morten Kriege, Claude Jordan, and Petra Mutzel.
Project “AlgoForGe” funded by DFG: The DFG will fund our Research Unit Algorithmic Data Analysis for Geodesy (AlgoForGe). We are one of eight funded Research Units in the artificial intelligence funding initiative of the German Science Foundation. Press release of the DFG and of the University of Bonn.
McGroundstate Service Online: Our new server McGroundstate for the determination of ground states of Ising Spin Glasses is online here: McGroundstate Server.
New Professorship: Prof. Dr. Estela Suarez is new to the section Computer Science 1 since the February 1. 2022. Her professorship is on High Performance Computing (HPC).
McSparse Service Online: Our new server McSparse for the exact solution of sparse Maximum Cut and sparse Unconstrained Binary Quadratic Optimization problems is online here: McSparse Server.
WALCOM 2022: The WALCOM 2022 proceedings for the 16th International Conference and Workshops on Algorithms and Computation, Universitas Jember, Indonesia, March 24-26, 2022 appeared, PC chairs: P. Mutzel, Md. S. Rahman (BUET), S. Slamin (Jember)
Projects: Our current and past projects can be found here.