GSI: DHS Center of Excellence - CAOE

Research Output 2016 2019

  • 24 Article
  • 7 Conference contribution
  • 1 Editorial
  • 1 Review article
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Article
2019
5 Citations (Scopus)

Exploring the Sensitivity of Choropleths under Attribute Uncertainty

Huang, Z., Lu, Y., Mack, E., Chen, W. & Maciejewski, R., Jan 1 2019, (Accepted/In press) In : IEEE Transactions on Visualization and Computer Graphics.

Research output: Contribution to journalArticle

Visualization
Data visualization
Autocorrelation
Uncertainty
Statistical methods
2 Citations (Scopus)

Hierarchical Image Semantics using Probabilistic Path Propagations for Biomedical Research

Gillmann, C., Post, T., Wischgoll, T., Hagen, H. & Maciejewski, R., Jan 1 2019, (Accepted/In press) In : IEEE Computer Graphics and Applications.

Research output: Contribution to journalArticle

Image segmentation
Semantics
Electric fuses
Tumors
Communication
2 Citations (Scopus)

To insource or outsource the sourcing? A behavioral investigation of the multi-tier sourcing decision

Chae, S., Lawson, B., Kull, T. & Choi, T., May 3 2019, In : International Journal of Operations and Production Management. 39, 3, p. 385-405 21 p.

Research output: Contribution to journalArticle

Managers
Decision making
Outsourcing
Sourcing
Sourcing decisions
19 Citations (Scopus)

Urban form and composition of street canyons: A human-centric big data and deep learning approach

Middel, A., Lukasczyk, J., Zakrzewski, S., Arnold, M. & Maciejewski, R., Mar 1 2019, In : Landscape and Urban Planning. 183, p. 122-132 11 p.

Research output: Contribution to journalArticle

street canyon
learning
pedestrian
field of view
void
2018
2 Citations (Scopus)

A visual analytics framework for exploring theme park dynamics

Steptoe, M., Krüger, R., Garcia, R., Liang, X. & Maciejewski, R., Feb 1 2018, In : ACM Transactions on Interactive Intelligent Systems. 8, 1, 4.

Research output: Contribution to journalArticle

Semantics
Trajectories
Electric network analysis
Macros
Communication
1 Citation (Scopus)

A Visual Analytics Framework for Spatiotemporal Trade Network Analysis

Wang, H., Lu, Y., Shutters, S., Steptoe, M., Wang, F., Landis, S. & Maciejewski, R., Aug 17 2018, (Accepted/In press) In : IEEE Transactions on Visualization and Computer Graphics.

Research output: Contribution to journalArticle

Electric network analysis
Supply chains
Sustainable development
Time series
Visualization
14 Citations (Scopus)

Data Flow Analysis and Visualization for Spatiotemporal Statistical Data without Trajectory Information

Kim, S., Jeong, S., Woo, I., Jang, Y., Maciejewski, R. & Ebert, D. S., Mar 1 2018, In : IEEE Transactions on Visualization and Computer Graphics. 24, 3, p. 1287-1300 14 p., 7847429.

Research output: Contribution to journalArticle

Data flow analysis
Visualization
Trajectories
Flow patterns
Crime
23 Citations (Scopus)

Sky View Factor footprints for urban climate modeling

Middel, A., Lukasczyk, J., Maciejewski, R., Demuzere, M. & Roth, M., Sep 1 2018, In : Urban Climate. 25, p. 120-134 15 p.

Research output: Contribution to journalArticle

urban climate
footprint
climate modeling
climate
1 Citation (Scopus)

Structuring Mobility Transition With an Adaptive Graph Representation

Gu, T., Zhu, M., Chen, W., Huang, Z., Maciejewski, R. & Chang, L., Aug 15 2018, (Accepted/In press) In : IEEE Transactions on Computational Social Systems.

Research output: Contribution to journalArticle

Epidemiology
Urban planning
Graph Representation
Ecology
Mobile phones
3 Citations (Scopus)

The Perception of Graph Properties in Graph Layouts

Soni, U., Lu, Y., Hansen, B., Purchase, H. C., Kobourov, S. & Maciejewski, R., Jun 1 2018, In : Computer Graphics Forum. 37, 3, p. 169-181 13 p.

Research output: Contribution to journalArticle

Experiments
2017
7 Citations (Scopus)

A Visual Analytics Framework for Identifying Topic Drivers in Media Events

Lu, Y., Wang, H., Landis, S. & Maciejewski, R., Sep 13 2017, (Accepted/In press) In : IEEE Transactions on Visualization and Computer Graphics.

Research output: Contribution to journalArticle

Semantics
Costs
Financial markets
7 Citations (Scopus)

EasySVM: A visual analysis approach for open-box support vector machines

Ma, Y., Chen, W., Ma, X., Xu, J., Huang, X., Maciejewski, R. & Tung, A. K. H., Jun 1 2017, In : Computational Visual Media. 3, 2, p. 161-175 15 p.

Research output: Contribution to journalArticle

Support vector machines
Tuning
Visualization
Supervised learning
Regression analysis
3 Citations (Scopus)

Fording differences? Conditions mitigating water insecurity in the Niger River Basin

Landis, S. T., Rezaeedaryakenari, B., Zhang, Y., Thies, C. & Maciejewski, R., Jan 1 2017, In : Political Geography. 56, p. 77-90 14 p.

Research output: Contribution to journalArticle

political violence
Niger
river basin
river
water

Impact of spatial scales on the intercomparison of climate scenarios

Luo, W., Steptoe, M., Chang, Z., Link, R., Clarke, L. & Maciejewski, R., 2017, In : IEEE Computer Graphics and Applications. 37, 5, p. 40-49 10 p., 8047458.

Research output: Contribution to journalArticle

Climate
Climate change
Climate Change
Cluster Analysis
Research

Name profiler toolkit

Wang, F., Hansen, B., Simmons, R. & Maciejewski, R., 2017, In : IEEE Computer Graphics and Applications. 37, 5, p. 61-71 11 p., 8047459.

Research output: Contribution to journalArticle

Geographical distribution
Telephone
Probability distributions
Telecommunication links
Names
10 Citations (Scopus)

Nested Tracking Graphs

Lukasczyk, J., Weber, G., Maciejewski, R., Garth, C. & Leitte, H., Jun 1 2017, In : Computer Graphics Forum. 36, 3, p. 12-22 11 p.

Research output: Contribution to journalArticle

Cosmology
Computational fluid dynamics
Visualization
5 Citations (Scopus)

Quantifying the Visual Impact of Classification Boundaries in Choropleth Maps

Zhang, Y. & Maciejewski, R., Jan 1 2017, In : IEEE Transactions on Visualization and Computer Graphics. 23, 1, p. 371-380 10 p., 7536141.

Research output: Contribution to journalArticle

Visualization
Color
29 Citations (Scopus)

Sky view factors from synthetic fisheye photos for thermal comfort routing—A case study in Phoenix, Arizona

Middel, A., Lukasczyk, J. & Maciejewski, R., Jan 1 2017, In : Urban Planning. 2, 1, p. 19-30 12 p.

Research output: Contribution to journalArticle

search engine
heat
urban area
urban planner
tree planting
17 Citations (Scopus)
stakeholder
governance
food
energy
water
1 Citation (Scopus)

The role of teamwork in the analysis of big data: A study of visual analytics and box office prediction

Buchanan, V., Lu, Y., McNeese, N., Steptoe, M., Maciejewski, R. & Cooke, N., Mar 1 2017, In : Big Data. 5, 1, p. 53-66 14 p.

Research output: Contribution to journalArticle

Data mining
Competitive intelligence
Experiments
Data structures
Learning systems
17 Citations (Scopus)

The State-of-the-Art in Predictive Visual Analytics

Lu, Y., Garcia, R., Hansen, B., Gleicher, M. & Maciejewski, R., Jun 1 2017, In : Computer Graphics Forum. 36, 3, p. 539-562 24 p.

Research output: Contribution to journalArticle

Pipelines
Learning systems
Visualization
Competitive intelligence
Public health
29 Citations (Scopus)

VAUD: A Visual Analysis Approach for Exploring Spatio-Temporal Urban Data

Chen, W., Huang, Z., Wu, F., Zhu, M., Guan, H. & Maciejewski, R., Sep 29 2017, (Accepted/In press) In : IEEE Transactions on Visualization and Computer Graphics.

Research output: Contribution to journalArticle

Visualization
24 Citations (Scopus)

Visual Analytics of Mobility and Transportation: State of the Art and Further Research Directions

Andrienko, G., Andrienko, N., Chen, W., Maciejewski, R. & Zhao, Y., Apr 4 2017, (Accepted/In press) In : IEEE Transactions on Intelligent Transportation Systems.

Research output: Contribution to journalArticle

Interfaces (computer)
Recommender systems
Managers
Planning
2016
12 Citations (Scopus)

Recent progress and trends in predictive visual analytics

Lu, J., Chen, W., Ma, Y., Ke, J., Li, Z., Zhang, F. & Maciejewski, R., Oct 27 2016, (Accepted/In press) In : Frontiers of Computer Science. p. 1-16 16 p.

Research output: Contribution to journalArticle

Visual Analytics
Frustration
Selection Model
Prediction
Model Validation