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Research Output 2005 2020

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

Guest editors' introduction: Special section on IEEE PacificVis 2019

Maciejewski, R., Seo, J. & Westermann, R., Apr 1 2019, In : IEEE Pacific Visualization Symposium. 2019-April, p. XIV-XV 8781580.

Research output: Contribution to journalEditorial

Guest Editors' Introduction: Special Section on IEEE PacificVis 2019

MacIejewski, R., Seo, J. & Westermann, R., Jun 1 2019, In : IEEE Transactions on Visualization and Computer Graphics. 25, 6, p. 2155-2156 2 p., 8703194.

Research output: Contribution to journalEditorial

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

Motif-Preserving Dynamic Local Graph Cut

Zhou, D., He, J., Davulcu, H. & Maciejewski, R., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1156-1161 6 p. 8622263. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Finance
Stars
Large scale systems

Multilevel network alignment

Zhang, S., Maciejewski, R., Tong, H. & Eliassi-Rad, T., May 13 2019, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 2344-2354 11 p. (The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electric network analysis
Data mining
Computational complexity
Interpolation

Source Free Domain Adaptation Using an Off-the-Shelf Classifier

Nelakurthi, A. R., Maciejewski, R. & He, J., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 140-145 6 p. 8622112. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Classifiers
Data mining
Learning systems
Labels
Availability
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

Welcome from the Chairs

Maciejewski, R., Seo, J., Westermann, R., Wu, H. Y. & Beck, F., Apr 1 2019, In : IEEE Pacific Visualization Symposium. 2019-April, p. XII-XIII 8781558.

Research output: Contribution to journalEditorial

2018

Applied Visualization

Hentschel, B., Meyer, M., Hagen, H. & Maciejewski, R., May 1 2018, In : IEEE Computer Graphics and Applications. 38, 3, p. 30-32 3 p.

Research output: Contribution to journalReview article

High energy physics
Teaching
Visualization
Students
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
2 Citations (Scopus)

Graph convolutional networks: algorithms, applications and open challenges

Zhang, S., Tong, H., Xu, J. & Maciejewski, R., Jan 1 2018, Computational Data and Social Networks - 7th International Conference, CSoNet 2018, Proceedings. Thai, M. T., Chen, X., Li, W. W. & Sen, A. (eds.). Springer Verlag, p. 79-91 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11280 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Network Algorithms
Graph in graph theory
Taxonomies
Bioinformatics
Convolution

Same stats, different graphs: (Graph statistics and why we need graph drawings)

Chen, H., Soni, U., Lu, Y., Maciejewski, R. & Kobourov, S., Jan 1 2018, Graph Drawing and Network Visualization - 26th International Symposium, GD 2018, Proceedings. Biedl, T. & Kerren, A. (eds.). Springer Verlag, p. 463-477 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11282 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Graph Drawing
Statistics
Graph in graph theory
Multiple Correlation
Graph Mining
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
3 Citations (Scopus)

TopoText: Context-preserving Text data exploration across multiple spatial scales

Zhang, J., Surakitbanharn, C., Elmqvist, N., Maciejewski, R., Qian, Z. & Ebert, D. S., Apr 20 2018, CHI 2018 - Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems: Engage with CHI. Association for Computing Machinery, Vol. 2018-April.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Labels
Semantics
Display devices
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
1 Citation (Scopus)

Guest Editorial Introduction to the Special Issue on Visual Analysis for ITS

Andrienko, G., Andrienko, N., Chen, W., Maciejewski, R. & Zhao, Y., Aug 1 2017, In : IEEE Transactions on Intelligent Transportation Systems. 18, 8, p. 2229-2231 3 p., 7997988.

Research output: Contribution to journalEditorial

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

Preface

Hadwiger, M., Maciejewski, R. & Kenneth, M., Mar 8 2017, In : IEEE Symposium on Large Data Analysis and Visualization 2016, LDAV 2016 - Proceedings. p. v 7874300.

Research output: Contribution to journalEditorial

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
3 Citations (Scopus)

TopoGroups: Context-preserving visual illustration of multi-scale spatial aggregates

Zhang, J., Malik, A., Ahlbrand, B., Elmqvist, N., Maciejewski, R. & Ebert, D. S., May 2 2017, CHI 2017 - Proceedings of the 2017 ACM SIGCHI Conference on Human Factors in Computing Systems: Explore, Innovate, Inspire. Association for Computing Machinery, Vol. 2017-May. p. 2940-2951 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Transparency
Navigation
Color
4 Citations (Scopus)

User-guided cross-domain sentiment classification

Nelakurthi, A. R., Tong, H., Maciejewski, R., Bliss, N. & He, J., 2017, Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017. Society for Industrial and Applied Mathematics Publications, p. 471-479 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Human engineering
Monitoring
Experiments
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
34 Citations (Scopus)

An overview of sentiment analysis in social media and its applications in disaster relief

Beigi, G., Hu, X., Maciejewski, R. & Liu, H., 2016, Studies in Computational Intelligence. Springer Verlag, Vol. 639. p. 313-340 28 p. (Studies in Computational Intelligence; vol. 639).

Research output: Chapter in Book/Report/Conference proceedingChapter

Disasters
Competitive intelligence
World Wide Web
Websites
Visualization
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
2 Citations (Scopus)

Visualization for Data Science: Adding Credibility, Legitimacy, and Saliency

Maciejewski, R. & Montgomery, D., Jun 1 2016, In : Big Data. 4, 2, p. 73-74 2 p.

Research output: Contribution to journalEditorial

Visualization
Credibility
Legitimacy
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
24 Citations (Scopus)

Integrating predictive analytics and social media

Lu, Y., Kruger, R., Thom, D., Wang, F., Koch, S., Ertl, T. & Maciejewski, R., Feb 13 2015, 2014 IEEE Conference on Visual Analytics Science and Technology, VAST 2014 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 193-202 10 p. 7042495

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Feature extraction
Visualization
Predictive analytics
Clustering algorithms
Marketing
Costs
National security
Purchasing