Social Dynamics and Complexity, Center for (CSDC)

2023

An Environment for Developing Simulatable AADL-DEVS Models

Ahmad, E. & Sarjoughian, H. S., Feb 2023, In: Simulation Modelling Practice and Theory. 123, 102690.

Research output: Contribution to journal › Article › peer-review

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

4 Scopus citations

Knowledge-based and data-driven behavioral modeling techniques in engagement simulation

Zhu, Z., Wang, T., Sarjoughian, H., Wang, W. & Zhao, Y., Oct 2023, In: SIMULATION. 99, 10, p. 1069-1089 21 p.

Research output: Contribution to journal › Article › peer-review

2022

Alternative model systems for cognitive variation: eusocial-insect colonies

Navas-Zuloaga, M. G., Pavlic, T. P. & Smith, B. H., Oct 2022, In: Trends in Cognitive Sciences. 26, 10, p. 836-848 13 p.

Research output: Contribution to journal › Review article › peer-review

4 Scopus citations

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

8 Scopus citations

Beyond tracking: using deep learning to discover novel interactions in biological swarms

Choi, T., Pyenson, B., Liebig, J. & Pavlic, T. P., May 2022, In: Artificial Life and Robotics. 27, 2, p. 393-400 8 p.

Research output: Contribution to journal › Article › peer-review

Open Access

3 Scopus citations

Composable Geo-Referenced Multi-Resolution Multi-Agent CA-Based DEVS, KIB, and PDE Models

Sarjoughian, H. S. & Zhang, C., 2022, Proceedings of the 2022 Winter Simulation Conference, WSC 2022. Feng, B., Pedrielli, G., Peng, Y., Shashaani, S., Song, E., Corlu, C. G., Lee, L. H., Chew, E. P., Roeder, T. & Lendermann, P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2166-2177 12 p. (Proceedings - Winter Simulation Conference; vol. 2022-December).

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

Cross-Formalism Decomposition of Devs Coupled Models

Debuhr, N. J. & Sarjoughian, H. S., 2022, Proceedings of the 2022 Winter Simulation Conference, WSC 2022. Feng, B., Pedrielli, G., Peng, Y., Shashaani, S., Song, E., Corlu, C. G., Lee, L. H., Chew, E. P., Roeder, T. & Lendermann, P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2142-2153 12 p. (Proceedings - Winter Simulation Conference; vol. 2022-December).

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

Decoding alarm signal propagation of seed-harvester ants using automated movement tracking and supervised machine learning

Guo, X., Lin, M. R., Azizi, A., Saldyt, L. P., Kang, Y., Pavlic, T. P. & Fewell, J. H., 2022, In: Proceedings of the Royal Society B: Biological Sciences. 289, 1967, 20212176.

Research output: Contribution to journal › Article › peer-review

Open Access

4 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

7 Scopus citations

FairRankVis: A Visual Analytics Framework for Exploring Algorithmic Fairness in Graph Mining Models

Xie, T., Ma, Y., Kang, J., Tong, H. & Maciejewski, R., Jan 1 2022, In: IEEE Transactions on Visualization and Computer Graphics. 28, 1, p. 368-377 10 p.

Research output: Contribution to journal › Article › peer-review

12 Scopus citations

Identifying the best strategy for soccer penalty success: A predictive model for optimising behavioural and biomechanical trade-offs

Hunter, A. H., Pavlic, T. P., Angilletta, M. J. & Wilson, R. S., Aug 2022, In: Journal of Biomechanics. 141, 111208.

Research output: Contribution to journal › Article › peer-review

1 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

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

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

13 Scopus citations

Model And Simulation Scalability Traits For Interaction (Nexus) Modeling Of Water And Energy Systems

Fard, M. D. & Sarjoughian, H. S., 2022, Proceedings of the 2022 Annual Modeling and Simulation Conference, ANNSIM 2022. Martin, C. R., Emami, N., Blas, M. J. & Rezaee, R. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 437-448 12 p. (Proceedings of the 2022 Annual Modeling and Simulation Conference, ANNSIM 2022).

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

1 Scopus citations

MODEL AND SIMULATION SCALABILITY TRAITS FOR INTERACTION (NEXUS) MODELING OF WATER AND ENERGY SYSTEMS

Fard, M. D. & Sarjoughian, H. S., 2022, In: Simulation Series. 54, 1, p. 615-626 12 p.

Research output: Contribution to journal › Conference article › peer-review

Multi-level instrumentation of bivouac thermoregulation: current methods and future directions

Baudier, K. M. & Pavlic, T. P., May 2022, In: Artificial Life and Robotics. 27, 2, p. 308-315 8 p.

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

Soldier neural architecture is temporarily modality specialized but poorly predicted by repertoire size in the stingless bee Tetragonisca angustula

Baudier, K. M., Bennett, M. M., Barrett, M., Cossio, F. J., Wu, R. D., O'Donnell, S., Pavlic, T. P. & Fewell, J. H., Mar 2022, In: Journal of Comparative Neurology. 530, 4, p. 672-682 11 p.

Research output: Contribution to journal › Article › peer-review

Open Access

5 Scopus citations

2021

A broadband integrated time series (BITS) for longitudinal analyses of the digital divide

Mack, E. A., Helderop, E., Ma, K., Grubesic, T. H., Mann, J., Loveridge, S. & Maciejewski, R., May 2021, In: PloS one. 16, 5 May, e0250732.

Research output: Contribution to journal › Article › peer-review

Open Access

8 Scopus citations

A Minimal Framework for Describing Living Systems: A Multi-Dimensional View of Life Across Scales

Caetano-Anollés, K., Ewers, B., Iyer, S., Lucas, J. R., Pavlic, T. P., Seale, A. P. & Zeng, Y., Dec 1 2021, In: Integrative and comparative biology. 61, 6, p. 2053-2065 13 p.

Research output: Contribution to journal › Article › peer-review

2 Scopus citations

An insect-inspired randomly, weighted neural network with random fourier features for neuro-symbolic relational learning

Hong, J. & Pavlic, T. P., 2021, In: CEUR Workshop Proceedings. 2986, p. 126-142 17 p.

Research output: Contribution to journal › Conference article › peer-review

A RESTful framework design for componentizing the water evaluation and planning (WEAP) system

Fard, M. D. & Sarjoughian, H. S., Jan 2021, In: Simulation Modelling Practice and Theory. 106, 102199.

Research output: Contribution to journal › Article › peer-review

Open Access

8 Scopus citations

A Restful Persistent Devs-Based Interaction Model for the Componentized Weap and Leap Restful Frameworks

Fard, M. D. & Sarjoughian, H. S., 2021, 2021 Winter Simulation Conference, WSC 2021. Institute of Electrical and Electronics Engineers Inc., (Proceedings - Winter Simulation Conference; vol. 2021-December).

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

5 Scopus citations

Auditing the Sensitivity of Graph-based Ranking with Visual Analytics

Xie, T., Ma, Y., Tong, H., Thai, M. T. & Maciejewski, R., Feb 2021, In: IEEE Transactions on Visualization and Computer Graphics. 27, 2, p. 1459-1469 11 p., 9216512.

Research output: Contribution to journal › Article › peer-review

3 Scopus citations

A visual analytics framework for conservation planning optimization

Zhang, R., Lu, Y., Adams, K., Sefair, J. A., Mellin, H., Acevedo, M. A. & Maciejewski, R., Nov 2021, In: Environmental Modelling and Software. 145, 105178.

Research output: Contribution to journal › Article › peer-review

Open Access

A Visual Analytics Framework for Explaining and Diagnosing Transfer Learning Processes

Ma, Y., Fan, A., He, J., Nelakurthi, A. R. & MacIejewski, R., Feb 2021, In: IEEE Transactions on Visualization and Computer Graphics. 27, 2, p. 1385-1395 11 p., 9219240.

Research output: Contribution to journal › Article › peer-review

Open Access

14 Scopus citations

A Visual Analytics System for Oil Spill Response and Recovery

Ma, Y., Medini, P. C. P., Nelson, J. R., Wei, R., Grubesic, T. H., Sefair, J. A. & Maciejewski, R., 2021, In: IEEE Computer Graphics and Applications. 41, 6, p. 91-100 10 p.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Scopus citations

A Water Evaluation and Planning-based framework for the long-term prediction of urban water demand and supply

Saleem, A., Mahmood, I., Sarjoughian, H., Nasir, H. A. & Malik, A. W., May 2021, In: SIMULATION. 97, 5, p. 323-345 23 p.

Research output: Contribution to journal › Article › peer-review

Open Access

11 Scopus citations

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

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

1 Scopus citations

Exploring geographic hotspots using topological data analysis

Zhang, R., Lukasczyk, J., Wang, F., Ebert, D., Shakarian, P., Mack, E. A. & Maciejewski, R., Dec 2021, In: Transactions in GIS. 25, 6, p. 3188-3209 22 p.

Research output: Contribution to journal › Article › peer-review

2 Scopus citations

Exploring the Design Space of Sankey Diagrams for the Food-Energy-Water Nexus

Mathis, B., Ma, Y., Mancenido, M. & MacIejewski, R., Mar 1 2021, In: IEEE Computer Graphics and Applications. 41, 2, p. 25-34 10 p., 8758151.

Research output: Contribution to journal › Article › peer-review

Open Access

8 Scopus citations

Flour Quality effects on percolation of gas bubbles in wheat flour doughs

Chakrabarti-Bell, S., Lukasczyk, J., Liu, J., Maciejewski, R., Xiao, X., Mayo, S. & Regenauer-Lieb, K., Dec 2021, In: Innovative Food Science and Emerging Technologies. 74, 102841.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Scopus citations

From advocacy to acceptance: Social media discussions of protected bike lane installations

Ferster, C., Laberee, K., Nelson, T., Thigpen, C., Simeone, M. & Winters, M., Apr 2021, In: Urban Studies. 58, 5, p. 941-958 18 p.

Research output: Contribution to journal › Article › peer-review

Open Access

8 Scopus citations

Geovisualization

Maciejewski, R., Jan 1 2021, Handbook of Regional Science: Second and Extended Edition: With 238 Figures and 78 Tables. Springer Berlin Heidelberg, p. 1651-1670 20 p.

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

Identification of Abnormal States in Videos of Ants Undergoing Social Phase Change

Choi, T., Pyenson, B., Liebig, J. & Pavlic, T. P., 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 15286-15292 7 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 17B).

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

3 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

Localized Topological Simplification of Scalar Data

Lukasczyk, J., Garth, C., Maciejewski, R. & Tierny, J., Feb 2021, In: IEEE Transactions on Visualization and Computer Graphics. 27, 2, p. 572-582 11 p., 9222093.

Research output: Contribution to journal › Article › peer-review

Open Access

14 Scopus citations

Model Transformation Across Devs and Event Graph Formalisms

Debuhr, N. & Sarjoughian, H. S., 2021, 2021 Winter Simulation Conference, WSC 2021. Institute of Electrical and Electronics Engineers Inc., (Proceedings - Winter Simulation Conference; vol. 2021-December).

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

2 Scopus citations

Naïve individuals promote collective exploration in homing pigeons

Valentini, G., Pavlic, T. P., Walker, S. I., Pratt, S. C., Biro, D. & Sasaki, T., Dec 2021, In: eLife. 10, e68653.

Research output: Contribution to journal › Article › peer-review

Open Access

6 Scopus citations

Preface

Elmqvist, N., Fisher, B., Lindstrom, P., Maciejewski, R., Meyer, M., Miksch, S., Nonato, L. G., Riche, N., Shen, H. W., Westermann, R., Wood, J. & Yang, J., Feb 2021, In: IEEE Transactions on Visualization and Computer Graphics. 27, 2, p. XVIII 9340112.

Research output: Contribution to journal › Editorial › peer-review

Open Access

Quorum sensing without deliberation: biological inspiration for externalizing computation to physical spaces in multi-robot systems

Pavlic, T. P., Hanson, J., Valentini, G., Walker, S. I. & Pratt, S. C., Jun 2021, In: Swarm Intelligence. 15, 1-2, p. 171-203 33 p.

Research output: Contribution to journal › Article › peer-review

3 Scopus citations

Regulatory status of pesticide residues in cannabis: Implications to medical use in neurological diseases

Pinkhasova, D. V., Jameson, L. E., Conrow, K. D., Simeone, M. P., Davis, A. P., Wiegers, T. C., Mattingly, C. J. & Leung, M. C. K., Jan 2021, In: Current Research in Toxicology. 2, p. 140-148 9 p.

Research output: Contribution to journal › Article › peer-review

Open Access

11 Scopus citations

Same Stats, Different Graphs: Exploring the Space of Graphs in Terms of Graph Properties

Chen, H., Soni, U., Lu, Y., Huroyan, V., Maciejewski, R. & Kobourov, S., Mar 1 2021, In: IEEE Transactions on Visualization and Computer Graphics. 27, 3, p. 2056-2072 17 p., 8863985.

Research output: Contribution to journal › Article › peer-review

Open Access