Search Results - "Behrisch, Michael"
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1
Matrix Reordering Methods for Table and Network Visualization
Published in Computer graphics forum (01-06-2016)“…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…”
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Journal Article -
2
Online calibration with SUMO for network-wide traffic and emission monitoring – Case study ITS Huainan
Published in SUMO Conference Proceedings (29-06-2022)“…Currently, the city of Huainan, China, is constructing its intelligent transportation system, and traffic and environmental monitoring system for efficiently…”
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Journal Article -
3
A comparison of SUMO's count based and countless demand generation tools
Published in SUMO Conference Proceedings (29-06-2022)“…There are already several tools available to generate traffic demand for the microscopic simulation suite SUMO. This paper focuses on setting up a simulation…”
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4
Comparing and Parameterizing the Electrical Energy Consumption Models in SUMO
Published in SUMO Conference Proceedings (17-07-2024)“…This paper examined the performances of the current four battery models in SUMO. The possibility of expanding the model parameterization was also investigated…”
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5
State of Bicycle Modeling in SUMO
Published in SUMO Conference Proceedings (29-06-2023)“…Microscopic traffic simulation tools provide ever-increasing value in the design and implementation of motor vehicle transport systems. Research and…”
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6
Seq2seq-Vis: A Visual Debugging Tool for Sequence-to-Sequence Models
Published in IEEE transactions on visualization and computer graphics (01-01-2019)“…Neural sequence-to-sequence models have proven to be accurate and robust for many sequence prediction tasks, and have become the standard approach for…”
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Journal Article -
7
Controlling the scatterplot shapes of 2D and 3D multidimensional projections
Published in Computers & graphics (01-11-2024)“…Multidimensional projections are effective techniques for depicting high-dimensional data. The point patterns created by such techniques, or a technique’s…”
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8
GUIRO: User-Guided Matrix Reordering
Published in IEEE transactions on visualization and computer graphics (01-01-2020)“…Matrix representations are one of the main established and empirically proven to be effective visualization techniques for relational (or network) data…”
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9
PSEUDo: Interactive Pattern Search in Multivariate Time Series with Locality-Sensitive Hashing and Relevance Feedback
Published in IEEE transactions on visualization and computer graphics (01-01-2023)“…We present PSEUDo, a visual pattern retrieval tool for multivariate time series. It aims to overcome the uneconomic (re-)training problem accompanying deep…”
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10
Feedback-driven interactive exploration of large multidimensional data supported by visual classifier
Published in 2014 IEEE Conference on Visual Analytics Science and Technology (VAST) (01-10-2014)“…The extraction of relevant and meaningful information from multivariate or high-dimensional data is a challenging problem. One reason for this is that the…”
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Conference Proceeding -
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SAXRegEx: Multivariate time series pattern search with symbolic representation, regular expression, and query expansion
Published in Computers & graphics (01-05-2023)“…We present SAXRegEx, a method for pattern search in multivariate time series in the presence of various distortions, such as duration variation, warping, and…”
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12
SOMFlow: Guided Exploratory Cluster Analysis with Self-Organizing Maps and Analytic Provenance
Published in IEEE transactions on visualization and computer graphics (01-01-2018)“…Clustering is a core building block for data analysis, aiming to extract otherwise hidden structures and relations from raw datasets, such as particular groups…”
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13
A Large-Scale Sensitivity Analysis on Latent Embeddings and Dimensionality Reductions for Text Spatializations
Published in IEEE transactions on visualization and computer graphics (17-09-2024)“…The semantic similarity between documents of a text corpus can be visualized using map-like metaphors based on twodimensional scatterplot layouts. These…”
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14
Pattern-Driven Navigation in 2D Multiscale Visualizations with Scalable Insets
Published in IEEE transactions on visualization and computer graphics (01-01-2020)“…We present Scalable Insets, a technique for interactively exploring and navigating large numbers of annotated patterns in multiscale visualizations such as…”
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15
Commercial Visual Analytics Systems-Advances in the Big Data Analytics Field
Published in IEEE transactions on visualization and computer graphics (01-10-2019)“…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…”
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Journal Article -
16
Urban Mobility Analysis With Mobile Network Data: A Visual Analytics Approach
Published in IEEE transactions on intelligent transportation systems (01-05-2018)“…Urban planning and intelligent transportation management are facing key challenges in today's ever more urbanized world. Providing the right tools to city…”
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17
2D, 2.5D, or 3D? An Exploratory Study on Multilayer Network Visualisations in Virtual Reality
Published in IEEE transactions on visualization and computer graphics (01-01-2024)“…Relational information between different types of entities is often modelled by a multilayer network (MLN) - a network with subnetworks represented by layers…”
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Journal Article -
18
Interactive Ambiguity Resolution of Named Entities in Fictional Literature
Published in Computer graphics forum (01-06-2017)“…Named entity recognition (NER) denotes the task to detect entities and their corresponding classes, such as person or location, in unstructured text data. For…”
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Journal Article -
19
Microscopic Traffic Simulation using SUMO
Published in 2018 21st International Conference on Intelligent Transportation Systems (ITSC) (01-11-2018)“…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…”
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Conference Proceeding -
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S eq 2s eq -V is : A Visual Debugging Tool for Sequence-to-Sequence Models
Published in IEEE transactions on visualization and computer graphics (01-01-2019)“…Neural sequence-to-sequence models have proven to be accurate and robust for many sequence prediction tasks, and have become the standard approach for…”
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Journal Article