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Research Output 2005 2020

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Article
2020

A metropolitan scale water management analysis of the food-energy-water nexus

Guan, X., Mascaro, G., Sampson, D. & Maciejewski, R., Jan 20 2020, In : Science of the Total Environment. 701, 134478.

Research output: Contribution to journalArticle

Water management
water management
food
Water
energy

Dynamic Nested Tracking Graphs

Lukasczyk, J., Garth, C., Weber, G. H., Biedert, T., Maciejewski, R. & Leitte, H., Jan 2020, In : IEEE Transactions on Visualization and Computer Graphics. 26, 1, p. 249-258 10 p., 8854335.

Research output: Contribution to journalArticle

Explaining Vulnerabilities to Adversarial Machine Learning through Visual Analytics

Ma, Y., Xie, T., Li, J. & Maciejewski, R., Jan 2020, In : IEEE Transactions on Visualization and Computer Graphics. 26, 1, p. 1075-1085 11 p., 8812988.

Research output: Contribution to journalArticle

Learning systems
Artificial intelligence
Classifiers
Visualization
2019
1 Citation (Scopus)
Water
Visualization
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

Graph convolutional networks: a comprehensive review

Zhang, S., Tong, H., Xu, J. & Maciejewski, R., Dec 1 2019, In : Computational Social Networks. 6, 1, 11.

Research output: Contribution to journalArticle

Open Access
Graph in graph theory
Neural networks
Bioinformatics
Convolution
Computer vision
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
17 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
12 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
22 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
6 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
6 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
28 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
16 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
14 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
27 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
23 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
18 Citations (Scopus)

Exploring Evolving Media Discourse Through Event Cueing

Lu, Y., Steptoe, M., Burke, S., Wang, H., Tsai, J. Y., Davulcu, H., Montgomery, D., Corman, S. & Maciejewski, R., Jan 31 2016, In : IEEE Transactions on Visualization and Computer Graphics. 22, 1, p. 220-229 10 p., 7192705.

Research output: Contribution to journalArticle

Climate change
Time series
Lenses
10 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
8 Citations (Scopus)

Spatial–temporal visualization of city-wide crowd movement

Wu, F., Zhu, M., Wang, Q., Zhao, X., Chen, W. & Maciejewski, R., Jun 9 2016, (Accepted/In press) In : Journal of Visualization. p. 1-12 12 p.

Research output: Contribution to journalArticle

Epidemiology
Urban planning
Ecology
Mobile phones
Macros
10 Citations (Scopus)

Visualizing the Impact of Geographical Variations on Multivariate Clustering

Zhang, Y., Luo, W., Mack, E. & Maciejewski, R., Jun 1 2016, In : Computer Graphics Forum. 35, 3, p. 101-110 10 p.

Research output: Contribution to journalArticle

Visualization
Land use
Ecosystems
Drag
Labels
2015
1 Citation (Scopus)
market
2 Citations (Scopus)

ShotVis: Smartphone-Based visualization of OCR information from images

Zhu, B., Zhang, H., Chen, W., Xia, F. & Maciejewski, R., Oct 1 2015, In : ACM Transactions on Multimedia Computing, Communications and Applications. 12, 12.

Research output: Contribution to journalArticle

Optical character recognition
Smartphones
Visualization
Mobile devices
Cameras
2014
7 Citations (Scopus)

A visual analytics process for maritime response, resource allocation and risk assessment

Malik, A., Maciejewski, R., Jang, Y., Oliveros, S., Yang, Y., Maule, B., White, M. & Ebert, D. S., 2014, In : Information Visualization. 13, 2, p. 93-110 18 p.

Research output: Contribution to journalArticle

Risk assessment
Resource allocation
Coastal zones
Lakes
Display devices
23 Citations (Scopus)

Business intelligence from social media: A study from the VAST box office challenge

Lu, Y., Wang, F. & Maciejewski, R., Sep 1 2014, In : IEEE Computer Graphics and Applications. 34, 5, p. 58-69 12 p., 6820691.

Research output: Contribution to journalArticle

Competitive intelligence
Blogs
Sales
Industry
Predictive analytics
33 Citations (Scopus)

Proactive spatiotemporal resource allocation and predictive visual analytics for community policing and law enforcement

Malik, A., Maciejewski, R., Towers, S., McCullough, S. & Ebert, D. S., Dec 31 2014, In : IEEE Transactions on Visualization and Computer Graphics. 20, 12, p. 1863-1872 10 p., 6875970.

Research output: Contribution to journalArticle

Law enforcement
Resource allocation
Decomposition
2 Citations (Scopus)
temporal analysis
visualization
regional economy
interactive media
functionality
2013
17 Citations (Scopus)

Abstracting attribute space for transfer function exploration and design

Maciejewski, R., Jang, Y., Woo, I., Jänicke, H., Gaither, K. P. & Ebert, D. S., 2013, In : IEEE Transactions on Visualization and Computer Graphics. 19, 1, p. 94-107 14 p., 6185542.

Research output: Contribution to journalArticle

Transfer functions
Visualization
Bins
Data mining
Entropy
14 Citations (Scopus)

Automated box-cox transformations for improved visual encoding

Maciejewski, R., Pattath, A., Ko, S., Hafen, R., Cleveland, W. S. & Ebert, D. S., 2013, In : IEEE Transactions on Visualization and Computer Graphics. 19, 1, p. 130-140 11 p., 6155715.

Research output: Contribution to journalArticle

Data visualization
Time series
Visualization
Color
19 Citations (Scopus)

Bristle maps: A multivariate abstraction technique for geovisualization

Kim, S., Maciejewski, R., Malik, A., Jang, Y., Ebert, D. S. & Isenberg, T., 2013, In : IEEE Transactions on Visualization and Computer Graphics. 19, 9, p. 1438-1454 17 p., 6484065.

Research output: Contribution to journalArticle

Agglomeration
Visualization
Subways
Law enforcement
Display devices

Exploring geo-genealogy using internet surname search histories

Zhang, Y., Adnan, M., Longley, P. & Maciejewski, R., Oct 2013, In : Journal of Maps. 9, 4, p. 481-486 6 p.

Research output: Contribution to journalArticle

genealogy
amateur
layout
aesthetics
geography
2012
5 Citations (Scopus)

Feature-driven data exploration for volumetric rendering

Woo, I., Maciejewski, R., Gaither, K. P. & Ebert, D. S., 2012, In : IEEE Transactions on Visualization and Computer Graphics. 18, 10, p. 1731-1743 13 p., 6143934.

Research output: Contribution to journalArticle

Opacity
Color
Rendering (computer graphics)
13 Citations (Scopus)

MarketAnalyzer: An interactive visual analytics system for analyzing competitive advantage using point of sale data

Ko, S., Maciejewski, R., Jang, Y. & Ebert, D. S., 2012, In : Computer Graphics Forum. 31, 3 PART 3, p. 1245-1254 10 p.

Research output: Contribution to journalArticle

Competitive intelligence
Sales
Industry
Agglomeration
Decision making
5 Citations (Scopus)

OmicsVis: an interactive tool for visually analyzing metabolomics data.

Livengood, P., Maciejewski, R., Chen, W. & Ebert, D. S., 2012, In : BMC Bioinformatics. 13 Suppl 8

Research output: Contribution to journalArticle

Metabolomics
Visualization
Research Personnel
Spatial Analysis
Tumor Biomarkers
25 Citations (Scopus)

Spatial text visualization using automatic typographic maps

Afzal, S., Maciejewski, R., Jang, Y., Elmqvist, N. & Ebert, D. S., 2012, In : IEEE Transactions on Visualization and Computer Graphics. 18, 12, p. 2556-2564 9 p., 6327261.

Research output: Contribution to journalArticle

Visualization
Crime
Web services
Labels
2011
22 Citations (Scopus)

A pandemic influenza modeling and visualization tool

Maciejewski, R., Livengood, P., Rudolph, S., Collins, T. F., Ebert, D. S., Brigantic, R. T., Corley, C. D., Muller, G. A. & Sanders, S. W., Aug 2011, In : Journal of Visual Languages and Computing. 22, 4, p. 268-278 11 p.

Research output: Contribution to journalArticle

Visualization
Public health
Display devices
Health
Planning
38 Citations (Scopus)

Forecasting hotspots - A predictive analytics approach

Maciejewski, R., Hafen, R., Rudolph, S., Larew, S. G., Mitchell, M. A., Cleveland, W. S. & Ebert, D. S., 2011, In : IEEE Transactions on Visualization and Computer Graphics. 17, 4, p. 440-453 14 p., 5473230.

Research output: Contribution to journalArticle

Display devices
Resource allocation
Decomposition
Testing
Predictive analytics
2010
73 Citations (Scopus)

A visual analytics approach to understanding spatiotemporal hotspots

Maciejewski, R., Rudolph, S., Hafen, R., Abusalah, A., Yakout, M., Ouzzani, M., Cleveland, W. S., Grannis, S. J. & Ebert, D. S., Mar 2010, In : IEEE Transactions on Visualization and Computer Graphics. 16, 2, p. 205-220 16 p., 5226628.

Research output: Contribution to journalArticle

Aberrations
Data structures
Signal to noise ratio
Decision making
Uncertainty
6 Citations (Scopus)

Volume composition and evaluation using eye-tracking data

Lu, A., Maciejewski, R. & Ebert, D. S., Jan 2010, In : ACM Transactions on Applied Perception. 7, 1, 4.

Research output: Contribution to journalArticle

Eye Tracking
Rendering
Parameter Selection
Visualization
Social Adjustment
2009
4 Citations (Scopus)

Bivariate transfer functions on unstructured grids

Song, Y., Chen, W., Maciejewski, R., Gaither, K. P. & Ebertt, D. S., Jun 2009, In : Computer Graphics Forum. 28, 3, p. 783-790 8 p.

Research output: Contribution to journalArticle

Transfer functions
Volume rendering
Table lookup
Opacity
Color