User profiles for Michael Behrisch

Michael Behrisch

Assistant Professor of Computer Science, Utrecht University, Netherlands
Verified email at uu.nl
Cited by 1654

[PDF][PDF] Recent development and applications of SUMO-Simulation of Urban MObility

D Krajzewicz, J Erdmann, M Behrisch… - International journal on …, 2012 - Citeseer
SUMO is an open source traffic simulation package including the simulation application itself
as well as supporting tools, mainly for network import and demand modeling. SUMO helps …

Quality metrics for information visualization

M Behrisch, M Blumenschein, NW Kim… - Computer Graphics …, 2018 - Wiley Online Library
The visualization community has developed to date many intuitions and understandings of
how to judge the quality of views in visualizing data. The computation of a visualization's …

Microscopic traffic simulation using sumo

PA Lopez, M Behrisch, L Bieker-Walz… - 2018 21st …, 2018 - ieeexplore.ieee.org
Microscopic traffic simulation is an invaluable tool for traffic research. In recent years, both the
scope of research and the capabilities of the tools have been extended considerably. This …

Visual analytics for the big data era—A comparative review of state-of-the-art commercial systems

L Zhang, A Stoffel, M Behrisch… - … IEEE Conference on …, 2012 - ieeexplore.ieee.org
Visual analytics (VA) system development started in academic research institutions where
novel visualization techniques and open source toolkits were developed. Simultaneously, …

Matrix reordering methods for table and network visualization

M Behrisch, B Bach, N Henry Riche… - Computer Graphics …, 2016 - Wiley Online Library
This survey provides a description of algorithms to reorder visual matrices of tabular data and
adjacency matrix of Networks. The goal of this survey is to provide a comprehensive list of …

Seq2seq-Vis: A Visual Debugging Tool for Sequence-to-Sequence Models

H Strobelt, S Gehrmann, M Behrisch… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Neural sequence-to-sequence models have proven to be accurate and robust for many
sequence prediction tasks, and have become the standard approach for automatic translation of …

Second generation of pollutant emission models for SUMO

D Krajzewicz, M Behrisch, P Wagner, R Luz… - Modeling Mobility with …, 2015 - Springer
Traffic puts a high burden on the environment in means of emitted pollutants and consumed
fuel. Different attempts exist for reducing these impacts, ranging from traffic management …

Somflow: Guided exploratory cluster analysis with self-organizing maps and analytic provenance

…, M Kraus, J Bernard, M Behrisch… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
Clustering is a core building block for data analysis, aiming to extract otherwise hidden
structures and relations from raw datasets, such as particular groups that can be effectively …

Commercial visual analytics systems–advances in the big data analytics field

M Behrisch, D Streeb, F Stoffel… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Five years after the first state-of-the-art report on Commercial Visual Analytics Systems we
present a reevaluation of the Big Data Analytics field. We build on the success of the 2012 …

Feedback-driven interactive exploration of large multidimensional data supported by visual classifier

M Behrisch, F Korkmaz, L Shao… - 2014 IEEE Conference …, 2014 - ieeexplore.ieee.org
The extraction of relevant and meaningful information from multivariate or high-dimensional
data is a challenging problem. One reason for this is that the number of possible …