Spatial Analysis Research Center (SPARC)

Research output

Research output per year 1978 2013 2014 2015 2016 2017 2018 2023

• 526 Article
• 53 Conference contribution
• 38 Chapter
• 23 Review article
• 37 More
  • 17 Editorial
  • 10 Comment/debate
  • 5 Book
  • 2 Foreword/postscript
  • 2 Letter
  • 1 Conference article

Research output per year

Research output per year

Search results

• 2023

  Fairness-Aware Clique-Preserving Spectral Clustering of Temporal Graphs

  Fu, D., Zhou, D., MacIejewski, R., Croitoru, A., Boyd, M. & He, J., Apr 30 2023, ACM Web Conference 2023 - Proceedings of the World Wide Web Conference, WWW 2023. Association for Computing Machinery, Inc, p. 3755-3765 11 p. (ACM Web Conference 2023 - Proceedings of the World Wide Web Conference, WWW 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Clustering algorithms 100%
  • Topology 74%
  • Experiments 39%
  4 Scopus citations
• 2022

  Annotating Line Charts for Addressing Deception

  Fan, A., Ma, Y., Mancenido, M. & MacIejewski, R., Apr 29 2022, CHI 2022 - Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, 80. (Conference on Human Factors in Computing Systems - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Visualization 100%
  • Experiments 9%
  8 Scopus citations

• DISCO: Comprehensive and Explainable Disinformation Detection

  Fu, D., Ban, Y., Tong, H., MacIejewski, R. & He, J., Oct 17 2022, CIKM 2022 - Proceedings of the 31st ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 4848-4852 5 p. (International Conference on Information and Knowledge Management, Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • News 100%
  • Agenda 98%
  • Prediction 97%
  • Leverage 92%
  • Financial Markets 88%
  8 Scopus citations

• Improving Educational Standards Using Visualization Dashboards for Decision Making

  Colyar, J., Michael, K., Maciejewski, R. & Tate, L., 2022, ISTAS 2022 - IEEE International Symposium on Technology and Society 2022: Digital and Societal Transformations. Gopal, T. V., Lau, L., Chang, L. & Adamson, G. (eds.). Institute of Electrical and Electronics Engineers Inc., (International Symposium on Technology and Society, Proceedings; vol. 2022-November).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • visualization 100%
  • Education 89%
  • Visualization 81%
  • Decision making 76%
  • decision making 66%

• InfoFair: Information-Theoretic Intersectional Fairness

  Kang, J., Xie, T., Wu, X., MacIejewski, R. & Tong, H., 2022, Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022. Tsumoto, S., Ohsawa, Y., Chen, L., Van den Poel, D., Hu, X., Motomura, Y., Takagi, T., Wu, L., Xie, Y., Abe, A. & Raghavan, V. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1455-1464 10 p. (Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Fairness 100%
  • Attribute 62%
  • Mutual Information 42%
  • Learning Outcomes 42%
  • Learning 35%
  7 Scopus citations

• Meta-Learned Metrics over Multi-Evolution Temporal Graphs

  Fu, D., Fang, L., MacIejewski, R., Torvik, V. I. & He, J., Aug 14 2022, KDD 2022 - Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 367-377 11 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Drug Discovery 100%
  • Labeling 72%
  • Labels 63%
  15 Scopus citations
• 2021

  Constructing a visualization dashboard to improve educational standards in Arizona legislative districts

  Barrett, J. C., Michael, K., MacIejewski, R. & Tate, L., 2021, Proceedings - 2021 IEEE International Symposium on Society and Technology: Technological Stewardship and Responsible Innovation, ISTAS 2021. Caron, B., Schmitt, K. A., Pearl, Z., Dara, R. & Love, H. A. (eds.). Institute of Electrical and Electronics Engineers Inc., (International Symposium on Technology and Society, Proceedings; vol. 2021-October).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • visualization 100%
  • Education 89%
  • Visualization 81%
  • district 73%
  • Visibility 69%
  1 Scopus citations

• Evaluating Forecasting, Knowledge, and Visual Analytics

  Lu, Y., Steptoe, M., Buchanan, V., Cooke, N. & Maciejewski, R., 2021, Proceedings - 2021 IEEE Workshop on TRust and EXpertise in Visual Analytics, TREX 2021. Institute of Electrical and Electronics Engineers Inc., p. 32-39 8 p. (Proceedings - 2021 IEEE Workshop on TRust and EXpertise in Visual Analytics, TREX 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Knowledge Bases 100%
  • Machine Learning 93%
  • Machine learning 60%
  1 Scopus citations

• Interpolation of scientific image databases

  Kinner, E. G., Lukasczyk, J., Rogers, D. H., Maciejewski, R. & Garth, C., Apr 1 2021, 2nd International Conference of the DFG International Research Training Group 2057 - Physical Modeling for Virtual Manufacturing, iPMVM 2020. Garth, C., Aurich, J. C., Linke, B., Muller, R., Ravani, B., Weber, G. H. & Kirsch, B. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 2020-19. (OpenAccess Series in Informatics; vol. 89).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Image Database 100%
  • interpolation 47%
  • Interpolation 47%
  • Interpolate 43%
  • neural network 33%
• 2020

  Cinema Darkroom: A Deferred Rendering Framework for Large-Scale Datasets

  Lukasczyk, J., Garth, C., Larsen, M., Engelke, W., Hotz, I., Rogers, D., Ahrens, J. & MacIejewski, R., Oct 2020, Proceedings - 2020 IEEE 10th Symposium on Large Data Analysis and Visualization, LDAV 2020. Institute of Electrical and Electronics Engineers Inc., p. 37-41 5 p. 9308043. (Proceedings - 2020 IEEE 10th Symposium on Large Data Analysis and Visualization, LDAV 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Visualization 100%
  • Buffer 97%
  • Geometry 88%
  • Cinema 75%
  • Front-end 74%
  3 Scopus citations

• Crowd Teaching with Imperfect Labels

  Zhou, Y., Nelakurthi, A. R., MacIejewski, R., Fan, W. & He, J., Apr 20 2020, The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020. Association for Computing Machinery, Inc, p. 110-121 12 p. (The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Teaching 100%
  • Labels 96%
  • Labeling 44%
  • Crowdsourcing 26%
  • Labeled data 26%
  10 Scopus citations

• Diagnosing Concept Drift with Visual Analytics

  Yang, W., Li, Z., Liu, M., Lu, Y., Cao, K., MacIejewski, R. & Liu, S., Oct 2020, Proceedings - 2020 IEEE Conference on Visual Analytics Science and Technology, VAST 2020. Institute of Electrical and Electronics Engineers Inc., p. 12-23 12 p. 9308631. (Proceedings - 2020 IEEE Conference on Visual Analytics Science and Technology, VAST 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Visual Analytics 100%
  • Concept Drift 97%
  • Data Streams 35%
  • Data streams 25%
  • Streaming Data 21%
  22 Scopus citations

• Enhancing Collective Estimates by Aggregating Cardinal and Ordinal Inputs

  Kemmer, R., Yoo, Y., Escobedo, A. R. & Maciejewski, R., 2020, HCOMP 2020 - Proceedings of the 8th AAAI Conference on Human Computation and Crowdsourcing. Aroyo, L. & Simperl, E. (eds.). Association for the Advancement of Artificial Intelligence, p. 73-82 10 p. (Proceedings of the AAAI Conference on Human Computation and Crowdsourcing; vol. 8).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Agglomeration 100%
  • Crowdsourcing 67%
  • Estimate 52%
  • Aggregation 46%
  • Elicitation 32%
  9 Scopus citations

• Uncertainty-aware Brain Lesion Visualization

  Gillmann, C., Saur, D., Wischgoll, T., Hoffmann, K. T., Hagen, H., Maciejewski, R. & Scheuermann, G., 2020, EG VCBM 2020 - Eurographics Workshop on Visual Computing for Biology and Medicine, Full and Short Paper Proceedings. Kozlikova, B., Krone, M., Smit, N., Fellner, D. W., Hansmann, W., Purgathofer, W. & Sillion, F. (eds.). Eurographics Association, p. 97-101 5 p. (Eurographics Workshop on Visual Computing for Biomedicine; vol. 2020-September).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Brain 100%
  • Visualization 93%
  • Uncertainty 75%
  • Tissue 20%
  • Data mining 20%
  2 Scopus citations
• 2019

  Data-driven probabilistic scenarios simulation model and visualization for hurricane impact

  Mirchandani, P., Ayu, K. G. & Maciejewski, R., 2019, IISE Annual Conference and Expo 2019. Institute of Industrial and Systems Engineers, IISE, 968548. (IISE Annual Conference and Expo 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Hurricanes 100%
  • Visualization 60%
  • Precipitation (meteorology) 40%
  • Trajectories 18%
  • Decision making 9%
  3 Scopus citations

• 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 proceeding › Conference contribution

  • Electric network analysis 100%
  • Interpolation 83%
  • Data mining 81%
  • Computational complexity 80%
  43 Scopus citations

• 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 proceeding › Conference contribution

  • Classifiers 100%
  • Natural language processing systems 43%
  • Labels 30%
  • Data mining 29%
  • Machine learning 25%
  16 Scopus citations
• 2018

  A multi-scale correlative approach for crowd-sourced multi-variate spatiotemporal data

  Gorko, T., Yau, C., Malik, A., Harris, M., Tee, J. X., Maciejewski, R., Qian, C., Afzal, S., Pijanowski, B. & Ebert, D., 2018, Proceedings of the 51st Annual Hawaii International Conference on System Sciences, HICSS 2018. Bui, T. X. (ed.). IEEE Computer Society, p. 1691-1700 10 p. (Proceedings of the Annual Hawaii International Conference on System Sciences; vol. 2018-January).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Agglomeration 100%
  • Ecology 47%
  • Availability 27%
  2 Scopus citations

• Graph convolutional networks: algorithms, applications and open challenges

  Zhang, S., Tong, H., Xu, J. & Maciejewski, R., 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 proceeding › Conference contribution

  • Network Algorithms 100%
  • Deep learning 40%
  • Graph in graph theory 30%
  • Learning 30%
  • Bioinformatics 24%
  35 Scopus citations

• Motif-Preserving Dynamic Local Graph Cut

  Zhou, D., He, J., Davulcu, H. & Maciejewski, R., Jul 2 2018, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Abe, N., Liu, H., Pu, C., Hu, X., Ahmed, N., Qiao, M., Song, Y., Kossmann, D., Liu, B., Lee, K., Tang, J., He, J. & Saltz, J. (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 proceeding › Conference contribution

  • Finance 100%
  • Stars 87%
  • Large scale systems 73%
  8 Scopus citations

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

  Chen, H., Soni, U., Lu, Y., Maciejewski, R. & Kobourov, S., 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 proceeding › Conference contribution

  • Graph Drawing 100%
  • Statistics 58%
  • Graph in graph theory 35%
  • Visual Analytics 17%
  • Graph Mining 15%
  5 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 proceeding › Conference contribution

  • Labels 100%
  • Display devices 89%
  • Semantics 80%
  9 Scopus citations
• 2017

  A deviation flow refueling location model for continuous space: A commercial drone delivery system for Urban Areas

  Hong, I., Kuby, M. & Murray, A., 2017, Advances in Geocomputation - Geocomputation 2015—The 13th International Conference. Griffith, D. A., Chun, Y. & Dean, D. J. (eds.). Springer Heidelberg, p. 125-132 8 p. (Advances in Geographic Information Science).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Drones 100%
  • urban area 68%
  • flight 51%
  • Service delivery 46%
  • station 43%
  49 Scopus citations

• A hybrid parallel computing model to support scalable processing of big oceanographic spatial data

  Song, M., Li, W., Li, W., Liu, E. & Yu, D., 2017, Geo-Spatial Knowledge and Intelligence - 4th International Conference on Geo-Informatics in Resource Management and Sustainable Ecosystem, GRMSE 2016, Revised Selected Papers. Yuan, H., Geng, J. & Bian, F. (eds.). Springer Verlag, p. 276-285 10 p. (Communications in Computer and Information Science; vol. 699).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Spatial Data 100%
  • Parallel Computing 96%
  • Graphics Processing Unit 92%
  • Parallel processing systems 75%
  • Graphics processing unit 69%
  1 Scopus citations

• Parallel Processing over Spatial-Temporal Datasets from Geo, Bio, Climate and Social Science Communities: A Research Roadmap

  Prasad, S. K., Aghajarian, D., McDermott, M., Shah, D., Mokbel, M., Puri, S., Rey, S. J., Shekhar, S., Xe, Y., Vatsavai, R. R., Wang, F., Liang, Y., Vo, H. & Wang, S., Sep 7 2017, Proceedings - 2017 IEEE 6th International Congress on Big Data, BigData Congress 2017. Karypis, G. & Zhang, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 232-250 19 p. 8029331. (Proceedings - 2017 IEEE 6th International Congress on Big Data, BigData Congress 2017).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Parallel Processing 100%
  • Social sciences 82%
  • Roadmap 66%
  • Climate 54%
  • Social Sciences 53%
  26 Scopus citations

• Recognizing terrain features on terrestrial surface using a deep learning model - An example with crater detection

  Li, W., Zhou, B., Hsu, C. Y., Li, Y. & Ren, F., Nov 7 2017, Proceedings of the 1st Workshop on GeoAI: AI and Deep Learning for Geographic Knowledge Discovery, GeoAI 2017. Association for Computing Machinery, Inc, p. 33-36 4 p. (Proceedings of the 1st Workshop on GeoAI: AI and Deep Learning for Geographic Knowledge Discovery, GeoAI 2017).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • crater 100%
  • Deep learning 93%
  • learning 85%
  • geography 77%
  • global change 65%
  32 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 proceeding › Conference contribution

  • Transparency 100%
  • Navigation 73%
  • Color 69%
  10 Scopus citations

• 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. 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 proceeding › Conference contribution

  Open Access

  • Sentiment analysis 100%
  • Transfer learning 71%
  • Labeled data 70%
  • Human engineering 61%
  • Monitoring 16%
  8 Scopus citations
• 2016

  Visualizing Malaria Spread Under Climate Variability

  Liang, X., Aggarwal, R., Cherif, A., Gumel, A., Mascaro, G. & Maciejewski, R., 2016, EnvirVis 2016 - Workshop on Visualisation in Environmental Sciences. Fellner, D. (ed.). The Eurographics Association, p. 29-33 5 p. (EnvirVis 2016 - Workshop on Visualisation in Environmental Sciences).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • malaria 100%
  • infectious disease 93%
  • climate 43%
  • disease spread 19%
  • mosquito 15%
  2 Scopus citations
• 2015

  A Collaborative Web-Based Environmental Data Visualization and Analysis Framework

  Lukasczyk, J., Liang, X., Luo, W., Ragan, E. D., Middel, A., Bliss, N., White, D., Hagen, H. & Maciejewski, R., 2015, EnvirVis 2015 - Workshop on Visualisation in Environmental Sciences. Fellner, D. (ed.). The Eurographics Association, p. 25-29 5 p. (EnvirVis 2015 - Workshop on Visualisation in Environmental Sciences).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Data visualization 100%
  • water scarcity 97%
  • environmental data 94%
  • visualization 72%
  • duplex 51%
  6 Scopus citations

• Agent-based modeling to simulate demand management strategies for shared groundwater resources

  Al-Amin, S., Berglund, E. Z. & Larson, K., 2015, World Environmental and Water Resources Congress 2015: Floods, Droughts, and Ecosystems - Proceedings of the 2015 World Environmental and Water Resources Congress. Webster, V. L. & Karvazy, K. (eds.). American Society of Civil Engineers (ASCE), p. 2067-2072 6 p. (World Environmental and Water Resources Congress 2015: Floods, Droughts, and Ecosystems - Proceedings of the 2015 World Environmental and Water Resources Congress).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • groundwater resource 100%
  • water use 67%
  • demand 62%
  • groundwater 57%
  • modeling 39%
  2 Scopus citations

• An Interactive Web-Based Geovisual Analytics Tool to Explore Water Scarcity in Niger River Basin

  Lei, T. L., Liang, X., Mascaro, G., Luo, W., White, D., Westerhoff, P. & Maciejewski, R., 2015, EnvirVis 2015 - Workshop on Visualisation in Environmental Sciences. Fellner, D. (ed.). The Eurographics Association, p. 55-59 5 p. (EnvirVis 2015 - Workshop on Visualisation in Environmental Sciences).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Climate models 100%
  • water scarcity 68%
  • Rivers 60%
  • population growth 56%
  • climate modeling 51%
  2 Scopus citations

• A simplified empirical line calibration method for sUAS-based remote sensing

  Wang, C., Myint, S., Price, K. P., Wang, H. & An, N., 2015, Imaging and Geospatial Technology Forum, IGTF 2015 - ASPRS Annual Conference and co-located JACIE Workshop. American Society for Photogrammetry and Remote Sensing, p. 219-229 11 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Remote sensing 100%
  • aircraft 83%
  • Calibration 74%
  • Aircraft 69%
  • calibration 65%

• Assessing validation methods for building identification and extraction

  Wentz, E. & Zhao, Q., Jun 9 2015, 2015 Joint Urban Remote Sensing Event, JURSE 2015. Institute of Electrical and Electronics Engineers Inc., 7120453. (2015 Joint Urban Remote Sensing Event, JURSE 2015).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Pixels 100%
  5 Scopus citations

• GeoDa Web - Enhancing Web-based mapping with spatial analytics

  Li, X., Anselin, L. & Koschinsky, J., Nov 3 2015, GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems. Association for Computing Machinery, Vol. 03-06-November-2015. a94

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Web-based 100%
  • Spatial Data 22%
  • spatial data 21%
  • Social Media 14%
  • social media 13%
  14 Scopus citations

• 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. Chen, M., Ebert, D. & North, C. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 193-202 10 p. 7042495. (2014 IEEE Conference on Visual Analytics Science and Technology, VAST 2014 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Predictive analytics 100%
  • Visualization 14%
  • Feature extraction 14%
  42 Scopus citations

• Paleoscape model of coastal South Africa during modern human origins: Progress in scaling and coupling climate, vegetation, and agent-based models on XSEDE

  Shook, E., Wren, C., Marean, C., Potts, A. J., Franklin, J., Engelbrecht, F., O'Neal, D., Janssen, M., Fisher, E., Hill, K., Esler, K. J., Cowling, R. M., Scheiter, S. & Moncrieff, G., Jul 26 2015, Proceedings of the XSEDE 2015 Conference: Scientific Advancements Enabled by Enhanced Cyberinfrastructure. Association for Computing Machinery, a2. (ACM International Conference Proceeding Series; vol. 2015-July).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Natural resources 100%
  • Shellfish 75%
  • Climate models 68%
  • Data Analytics 46%
  • Animals 40%
  5 Scopus citations

• Surpassing the limit: Keyword clustering to improve Twitter sample coverage

  Sampson, J., Morstatter, F., Maciejewski, R. & Liu, H., Aug 24 2015, HT 2015 - Proceedings of the 26th ACM Conference on Hypertext and Social Media. Association for Computing Machinery, Inc, p. 237-245 9 p. (HT 2015 - Proceedings of the 26th ACM Conference on Hypertext and Social Media).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Sampling 100%
  18 Scopus citations

• Understanding hotspots: A topological visual analytics approach

  Lukasczyk, J., Maciejewski, R., Garth, C. & Hagen, H., Nov 3 2015, 23rd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2015. Huang, Y., Ali, M., Sankaranarayanan, J., Renz, M. & Gertz, M. (eds.). Association for Computing Machinery, a36. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems; vol. 03-06-November-2015).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Visual Analytics 100%
  • Hot Spot 74%
  • Visualization 39%
  • Reeb Graph 32%
  • visualization 31%
  28 Scopus citations

• VAST challenge 2015: Grand challenge - Team VADER/VIS Award for Outstanding Comprehensive Submission

  Steptoe, M., Krueger, R., Zhang, Y., Liang, X., Garcia, R., Kadambi, S., Luo, W., Ertl, T. & Maciejewski, R., Dec 4 2015, 2015 IEEE Conference on Visual Analytics Science and Technology, VAST 2015 - Proceedings. Chen, M. & Andrienko, G. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 119-120 2 p. 7347639. (2015 IEEE Conference on Visual Analytics Science and Technology, VAST 2015 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Electric network analysis 100%
  • Communication 99%
  • Visualization 76%
  • Trajectories 68%
  2 Scopus citations

• Visualizing social media sentiment in disaster scenarios

  Lu, Y., Hu, X., Wang, F., Kumar, S., Liu, H. & Maciejewski, R., May 18 2015, WWW 2015 Companion - Proceedings of the 24th International Conference on World Wide Web. Association for Computing Machinery, Inc, p. 1211-1215 5 p. (WWW 2015 Companion - Proceedings of the 24th International Conference on World Wide Web).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Disasters 100%
  • Visualization 41%
  • Gages 17%
  • Entropy 14%
  • Uncertainty 11%
  79 Scopus citations

• Visualizing the time-varying crowd mobility

  Wu, F., Zhu, M., Zhao, X., Wang, Q., Chen, W. & Maciejewski, R., Nov 2 2015, SIGGRAPH Asia 2015 Visualization in High Performance Computing, SA 2015. Association for Computing Machinery, Inc, 15. (SIGGRAPH Asia 2015 Visualization in High Performance Computing, SA 2015).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Epidemiology 100%
  • Urban planning 89%
  • Ecology 88%
  • Cellular telephones 68%
  • Macros 64%
  6 Scopus citations

• Web-Based Visualization of the Global Change Assessment Model

  Luo, W., Chang, Z., Kong, L., Link, R., Hejazi, M., Clarke, L. & Maciejewski, R., 2015, EnvirVis 2015 - Workshop on Visualisation in Environmental Sciences. Fellner, D. (ed.). The Eurographics Association, p. 13-17 5 p. (EnvirVis 2015 - Workshop on Visualisation in Environmental Sciences).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • global change 100%
  • visualization 84%
  • Visualization 78%
  • water transportation 24%
  • global economy 22%
  2 Scopus citations
• 2014

  A MapReduce algorithm to create contiguity weights for spatial analysis of Big data

  Li, X., Li, W., Anselin, L., Rey, S. & Koschinsky, J., Nov 4 2014, Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, BigSpatial 2014. Chandola, V. & Vatsavai, R. R. (eds.). Association for Computing Machinery, p. 50-53 4 p. (Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, BigSpatial 2014).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Cluster computing 100%
  • Big data 91%
  • Geographic information systems 26%
  • Parallel algorithms 23%
  • Scalability 20%
  9 Scopus citations

• Complex Adaptive System Framework to Simulate Adaptations of Human-Environmental Systems to Climate Change and Urbanization: The Verde River Basin

  Al-Amin, S., Berglund, E. Z. & Larson, K., 2014, World Environmental and Water Resources Congress 2014: Water Without Borders - Proceedings of the 2014 World Environmental and Water Resources Congress. Huber, W. C. & Huber, W. C. (eds.). American Society of Civil Engineers (ASCE), p. 1819-1825 7 p. (World Environmental and Water Resources Congress 2014: Water Without Borders - Proceedings of the 2014 World Environmental and Water Resources Congress).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • urbanization 100%
  • water demand 98%
  • river basin 94%
  • policy 73%
  • climate change 70%
  3 Scopus citations

• The impact of spatial arrangements of built land cover types on urban warming

  Myint, S., Zheng, B., Chao, F. & Smith, M., 2014, 35th Asian Conference on Remote Sensing 2014, ACRS 2014: Sensing for Reintegration of Societies. Asian Association on Remote Sensing

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Land surface temperature 100%
  • Radiometers 68%
  • Autocorrelation 54%
  • Hot Temperature 49%
  • Image analysis 49%

• What's in a Name? Data Linkage, Demography and Visual Analytics

  Wang, F., Ibarra, J., Adnan, M., Longley, P. & MacIejewski, R., 2014, 5th International EuroVis Workshop on Visual Analytics, EuroVA 2014 at EuroVis 2014. Eurographics Association, p. 37-41 5 p. (International Workshop on Visual Analytics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Demography 100%
  • Telephone 32%
  • Telecommunication links 28%
  • Visualization 23%
  • Data storage equipment 18%
  1 Scopus citations
• 2009

  Manipulation of spatial weights using web services

  Rey, S. J., Anselin, L. & Hwang, M., 2009, 17th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2009. p. 72-80 9 p. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Web Services 100%
  • Manipulation 61%
  • Web services 54%
  • services 37%
  • Libraries 32%
  2 Scopus citations

• OpenGeoDa, open source software for the exploration and visualization of geospatial data

  Anselin, L. & McCann, M., 2009, 17th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2009. p. 550-551 2 p. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Open Source Software 100%
  • Spatial Data 87%
  • Open source software 73%
  • Visualization 70%
  • Data analysis 58%
  21 Scopus citations
• 2007

  Scale, population, and spatial analysis: A methodological investigation

  Ruddell, D. M. & Wentz, E., 2007, Proceedings of the 15th ACM International Symposium on Advances in Geographic Information Systems, GIS 2007. p. 388-391 4 p. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Spatial Analysis 100%
  • Zoning 88%
  • spatial analysis 63%
  • Unit 44%
  • scale effect 37%