GSI: DHS Center of Excellence - CAOE

Research Output

2019

Deep multimodality model for multi-task multi-view learning

Zheng, L., Cheng, Y. & He, J., 2019, SIAM International Conference on Data Mining, SDM 2019. Society for Industrial and Applied Mathematics Publications, p. 10-16 7 p. (SIAM International Conference on Data Mining, SDM 2019).

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

Open Access
2 Scopus citations

Deep multi-task learning with adversarial-and-cooperative nets

Yang, P., Tan, Q., Ye, J., Tong, H. & He, J., 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, p. 4078-4084 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

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

Open Access

Demo-Net: Degree-specific graph neural networks for node and graph classification

Wu, J., He, J. & Xu, J., Jul 25 2019, KDD 2019 - Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 406-415 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

1 Scopus citations

Exploring the Sensitivity of Choropleths under Attribute Uncertainty

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

Research output: Contribution to journalArticle

5 Scopus citations

Gold panning from the mess: Rare category exploration, exposition, representation, and interpretation

Zhou, D. & He, J., Jul 25 2019, KDD 2019 - Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 3213-3214 2 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

Hierarchical image semantics using probabilistic path propagations for biomedical research

Gillmann, C., Post, T., Wischgoll, T., Hagen, H. & Maciejewski, R., Nov 1 2019, In : IEEE Computer Graphics and Applications. 39, 6, p. 86-101 16 p., 8618426.

Research output: Contribution to journalArticle

2 Scopus citations

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

Optimizing the wisdom of the crowd: Inference, learning, and teaching

Zhou, Y., Ma, F., Gao, J. & He, J., Jul 25 2019, KDD 2019 - Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 3231-3232 2 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

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

Task-adversarial co-generative nets

Yang, P., Tong, H., Tan, Q. & He, J., Jul 25 2019, KDD 2019 - Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1596-1604 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

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

2 Scopus citations

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

26 Scopus citations
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

A visual analytics framework for exploring theme park dynamics

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

Research output: Contribution to journalArticle

3 Scopus citations

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

2 Scopus citations

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

16 Scopus citations

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

5 Scopus citations

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

Sky View Factor footprints for urban climate modeling

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

Research output: Contribution to journalArticle

28 Scopus citations

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

2 Scopus citations

The Perception of Graph Properties in Graph Layouts

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

Research output: Contribution to journalArticle

3 Scopus citations

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, (Conference on Human Factors in Computing Systems - Proceedings; vol. 2018-April).

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

3 Scopus citations
2017

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

9 Scopus citations

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

7 Scopus citations

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

5 Scopus citations

Impact of spatial scales on the intercomparison of climate scenarios

Luo, W., Steptoe, M., Chang, Z., Link, R., Clarke, L. & Maciejewski, R., Jan 1 2017, In : IEEE Computer Graphics and Applications. 37, 5, p. 40-49 10 p., 8047458.

Research output: Contribution to journalArticle

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

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

13 Scopus citations

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

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

6 Scopus citations

Recent progress and trends in predictive visual analytics

Lu, J., Chen, W., Ma, Y., Ke, J., Li, Z., Zhang, F. & Maciejewski, R., Apr 1 2017, In : Frontiers of Computer Science. 11, 2, p. 192-207 16 p.

Research output: Contribution to journalArticle

15 Scopus citations

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

35 Scopus citations
22 Scopus citations

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

1 Scopus citations

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

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

Research output: Contribution to journalArticle

22 Scopus citations

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, p. 2940-2951 12 p. (Conference on Human Factors in Computing Systems - Proceedings; vol. 2017-May).

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

4 Scopus citations

User-guided cross-domain sentiment classification

Nelakurthi, A. R., Tong, H., Maciejewski, R., Bliss, N. & He, J., Jan 1 2017, Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017. Chawla, N. & Wang, W. (eds.). Society for Industrial and Applied Mathematics Publications, p. 471-479 9 p. (Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017).

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

Open Access
5 Scopus citations

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

32 Scopus citations

Visual analytics of mobility and transportation: State of the art and further research directions

Andrienko, G., Andrienko, N., Chen, W., Maciejewski, R. & Zhao, Y., Aug 2017, In : IEEE Transactions on Intelligent Transportation Systems. 18, 8, p. 2232-2249 18 p., 7891950.

Research output: Contribution to journalArticle

35 Scopus citations