Research Output

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Conference article
2019

Impact of computational curricular reform on non-participating undergraduate courses: Student and faculty perspective

Lee, C. W., Schleife, A., Trinkle, D. R., Krogstad, J. A., Maass, R., Bellon, P., Shang, J. K., Leal, C., West, M., Bretl, T., Herman, G. L. & Tang, S., Jun 15 2019, In : ASEE Annual Conference and Exposition, Conference Proceedings.

Research output: Contribution to journalConference article

Parsl: Scalable parallel scripting in python

Babuji, Y., Chard, K., Foster, I., Katz, D. S., Wilde, M., Woodard, A. & Wozniak, J., Jan 1 2019, In : CEUR Workshop Proceedings. 2357

Research output: Contribution to journalConference article

Possible worlds explorer: Datalog and answer set programming for the rest of us

Gupta, S., Cheng, Y. Y. & Ludäscher, B., Jan 1 2019, In : CEUR Workshop Proceedings. 2368, p. 44-55 12 p.

Research output: Contribution to journalConference article

2018

A corporate organizational model for scaling class size

Recktenwald, G., Godwin, A., Sahai, A. & West, M., Jun 23 2018, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2018-June

Research output: Contribution to journalConference article

Annotating gene sets by mining large literature collections with protein networks

Wang, S., Ma, J., Yu, M. K., Zheng, F., Huang, E. W., Han, J., Peng, J. & Ideker, T., Jan 1 2018, In : Pacific Symposium on Biocomputing. 0, 212669, p. 602-613 12 p.

Research output: Contribution to journalConference article

Conceptual goals while using a simulation: Three different sources and learning outcomes

Wallon, R. C. & Lindgren, R., Jan 1 2018, In : Proceedings of International Conference of the Learning Sciences, ICLS. 3, 2018-June, p. 1697-1698 2 p.

Research output: Contribution to journalConference article

Coupled variational bayes via optimization embedding

Dai, B., Dai, H., He, N., Liu, W., Liu, Z., Chen, J., Xiao, L. & Song, L., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 9690-9700 11 p.

Research output: Contribution to journalConference article

Cueing gestures in a seasons simulation: Outcomes of an embodied learning approach to supporting explanations

Wallon, R. C. & Lindgren, R., Jan 1 2018, In : Proceedings of International Conference of the Learning Sciences, ICLS. 3, 2018-June, p. 1363-1364 2 p.

Research output: Contribution to journalConference article

Full of beans: A study on the alignment of two flowering plants classification systems

Cheng, Y. Y. & Ludaescher, B., Jan 1 2018, In : CEUR Workshop Proceedings. 2200, p. 53-63 11 p.

Research output: Contribution to journalConference article

Intersecting identities of women in engineering

Mendenhall, R., Cross, K. J., Amos, J. R., Clancy, K. B. H., Imoukhuede, P. U. II. & Cromley, J. G., Jun 23 2018, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2018-June

Research output: Contribution to journalConference article

Large-scale integration of heterogeneous pharmacogenomic data for identifying drug mechanism of action

Luo, Y., Wang, S., Xiao, J. & Peng, J., Jan 1 2018, In : Pacific Symposium on Biocomputing. 0, 212669, p. 44-55 12 p.

Research output: Contribution to journalConference article

Machine Learning in High Energy Physics Community White Paper

Albertsson, K., Altoe, P., Anderson, D., Andrews, M., Araque Espinosa, J. P., Aurisano, A., Basara, L., Bevan, A., Bhimji, W., Bonacorsi, D., Calafiura, P., Campanelli, M., Capps, L., Carminati, F., Carrazza, S., Childers, T., Coniavitis, E., Cranmer, K., David, C., Davis, D. & 99 others, Duarte, J., Erdmann, M., Eschle, J., Farbin, A., Feickert, M., Castro, N. F., Fitzpatrick, C., Floris, M., Forti, A., Garra-Tico, J., Gemmler, J., Girone, M., Glaysher, P., Gleyzer, S., Gligorov, V., Golling, T., Graw, J., Gray, L., Greenwood, D., Hacker, T., Harvey, J., Hegner, B., Heinrich, L., Hooberman, B., Junggeburth, J., Kagan, M., Kane, M., Kanishchev, K., Karpiński, P., Kassabov, Z., Kaul, G., Kcira, D., Keck, T., Klimentov, A., Kowalkowski, J., Kreczko, L., Kurepin, A., Kutschke, R., Kuznetsov, V., Köhler, N., Lakomov, I., Lannon, K., Lassnig, M., Limosani, A., Louppe, G., Mangu, A., Mato, P., Meinhard, H., Menasce, D., Moneta, L., Moortgat, S., Narain, M., Neubauer, M., Newman, H., Pabst, H., Paganini, M., Paulini, M., Perdue, G., Perez, U., Picazio, A., Pivarski, J., Prosper, H., Psihas, F., Radovic, A., Reece, R., Rinkevicius, A., Rodrigues, E., Rorie, J., Rousseau, D., Sauers, A., Schramm, S., Schwartzman, A., Severini, H., Seyfert, P., Siroky, F., Skazytkin, K., Sokoloff, M., Stewart, G., Stienen, B., Stockdale, I., Strong, G., Thais, S., Tomko, K., Upfal, E., Usai, E., Ustyuzhanin, A., Vala, M., Vallecorsa, S., Vasel, J., Verzetti, M., Vilasís-Cardona, X., Vlimant, J. R., Vukotic, I., Wang, S. J., Watts, G., Williams, M., Wu, W., Wunsch, S. & Zapata, O., Oct 18 2018, In : Journal of Physics: Conference Series. 1085, 2, 022008.

Research output: Contribution to journalConference article

Measuring student learning of crystal structures using computer-based visualizations

Gentry, S. P., Faltens, T., Wheeler, W. A. & Schleife, A., Jun 23 2018, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2018-June

Research output: Contribution to journalConference article

Moving forward: In search of synergy across diverse views on the role of physical movement in design for stem education

Abrahamson, D., Andrade, A., Bakker, A., Nathan, M. J., Walkington, C., Lindgren, R. W., Brown, D. E., Zohar, A. R., Levy, S. T., Danish, J. A., Maltese, A. V., Enyedy, N., Humburg, M., Saleh, A., Dahn, M., Lee, C., Tu, X., Davis, B., Georgen, C. & Lindwall, O., Jan 1 2018, In : Proceedings of International Conference of the Learning Sciences, ICLS. 2, 2018-June, p. 1243-1250 8 p.

Research output: Contribution to journalConference article

Path-based dynamic pricing for vehicle allocation in ridesharing systems with fully compliant drivers

Lei, C., Jiang, Z. & Ouyang, Y., Jan 1 2018, In : Transportation Research Procedia. 38, p. 77-97 21 p.

Research output: Contribution to journalConference article

Open Access

Predictive approximate Bayesian computation via saddle points

Yang, Y., Dai, B., Kiyavash, N. & He, N., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 10260-10270 11 p.

Research output: Contribution to journalConference article

Provenance summaries for answers and nonanswers

Lee, S., Ludäscher, B. & Glavic, B., Jan 1 2018, In : Proceedings of the VLDB Endowment. 11, 12, p. 1954-1957 4 p.

Research output: Contribution to journalConference article

Quadratic decomposable submodular function minimization

Li, P., He, N. & Milenkovic, O., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 1054-1064 11 p.

Research output: Contribution to journalConference article

ShapeSearch: Flexible patternbased querying of trend line visualizations

Siddiqui, T., Luh, P., Wang, Z., Karahalios, K. & Parameswaran, A., Jan 1 2018, In : Proceedings of the VLDB Endowment. 11, 12, p. 1962-1965 4 p.

Research output: Contribution to journalConference article

Software Citations and the ACAT Community

Katz, D. S., Oct 18 2018, In : Journal of Physics: Conference Series. 1085, 2, 022010.

Research output: Contribution to journalConference article

2017

Behavioral predictors of MOOC post-course development

Wang, Y., Baker, R. S. & Paquette, L., Jan 1 2017, In : CEUR Workshop Proceedings. 1967, p. 100-111 12 p.

Research output: Contribution to journalConference article

Computational curriculum for MatSE undergraduates

Kononov, A., Bellon, P., Bretl, T., Ferguson, A. L., Herman, G. L., Kilian, K. A., Krogstad, J. A., Leal, C., Maass, R., Schleife, A., Shang, J. K., Trinkle, D. R. & West, M., Jun 24 2017, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2017-June

Research output: Contribution to journalConference article

EEG-GRAPH: A factor-graph-based model for capturing spatial, temporal, and observational relationships in electroencephalograms

Varatharajah, Y., Chong, M. J., Saboo, K., Berry, B., Brinkmann, B., Worrell, G. & Iyer, R. K., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 5372-5381 10 p.

Research output: Contribution to journalConference article

From community detection to community profiling

Cai, H., Zheng, V. W., Zhu, F., Chang, K. C. C. & Huang, Z., Jan 1 2017, In : Proceedings of the VLDB Endowment. 10, 7, p. 817-828 12 p.

Research output: Contribution to journalConference article

Interpretable and globally optimal prediction for textual grounding using image concepts

Yeh, R. A., Xiong, J., Hwu, W. M. W., Do, M. N. & Schwing, A. G., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 1913-1923 11 p.

Research output: Contribution to journalConference article

I've seen "enough": Incrementally improving visualizations to support rapid decision making

Rahman, S., Aliakbarpour, M., Kong, H. K., Blais, E., Karahalios, K. G., Parameswaran, A. G. & Rubinfield, R., Aug 1 2017, In : Proceedings of the VLDB Endowment. 10, 11, p. 1262-1273 12 p.

Research output: Contribution to journalConference article

Online learning for multivariate hawkes processes

Yang, Y., Etesami, J., He, N. & Kiyavash, N., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 4938-4947 10 p.

Research output: Contribution to journalConference article

Scalable visualization for high-dimensional single-cell data

Kim, J., Russell, N. & Peng, J., Jan 1 2017, In : Pacific Symposium on Biocomputing. 0, 212679, p. 623-634 12 p.

Research output: Contribution to journalConference article

Open Access

Work in Progress: Design of a First-Year Rhetoric Course for Engineering Students

Zahid, M. U., Groundwater, E. S., Li, Y., Elliott, C. M., Smith, A. M., Trinkle, D. R., Ritter, K., Carney, P. S., Pool, M. & Jensen, K., Jun 24 2017, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2017-June, 13 p.

Research output: Contribution to journalConference article

Workshop on integrated learning analytics of MOOC post-course development

Wang, Y., Davis, D., Chen, G. & Paquette, L., Jan 1 2017, In : CEUR Workshop Proceedings. 1967, p. 95-99 5 p.

Research output: Contribution to journalConference article

2016

Building Lighting Energy Consumption Prediction for Supporting Energy Data Analytics

Amasyali, K. & El-Gohary, N., Jan 1 2016, In : Procedia Engineering. 145, p. 511-517 7 p.

Research output: Contribution to journalConference article

Effortless data exploration with zenvisage: An expressive and interactive visual analytics system

Siddiqui, T., Kim, A., Lee, J., Karahalios, K. & Parameswaran, A., Jan 1 2016, In : Proceedings of the VLDB Endowment. 10, 4, p. 457-468 12 p.

Research output: Contribution to journalConference article

Lightning talk: "I solemnly pledge" A manifesto for personal responsibility in the engineering of academic software

Allen, A., Aragon, C., Becker, C., Carver, J. C., Chis, A., Combemale, B., Croucher, M., Crowston, K., Garijo, D., Gehani, A., Goble, C., Haines, R., Hirschfeld, R., Howison, J., Huff, K., Jay, C., Katz, D. S., Kirchner, C., Kuksenok, K., Lämmel, R. & 5 others, Nierstrasz, O., Turk, M., Van Nieuwpoort, R. V., Vaughn, M. & Vinju, J., Jan 1 2016, In : CEUR Workshop Proceedings. 1686

Research output: Contribution to journalConference article

Lightning talk: Software citation: Process, principles, and implementation

FORCE11 Software Citation Working Group, Jan 1 2016, In : CEUR Workshop Proceedings. 1686

Research output: Contribution to journalConference article

Lightning talk: Report on software metrics for research software

Allen, G., Chen, E., Idaszak, R. & Katz, D. S., Jan 1 2016, In : CEUR Workshop Proceedings. 1686

Research output: Contribution to journalConference article

Ontology-based Sequence Labelling for Automated Information Extraction for Supporting Bridge Data Analytics

Liu, K. & El-Gohary, N., Jan 1 2016, In : Procedia Engineering. 145, p. 504-510 7 p.

Research output: Contribution to journalConference article

Search literacy: Learning to search to learn

Wilson, M. L., Ye, C., Twidale, M. B., Grasse, H., Rosenthal, J. & McKittrick, M., Jan 1 2016, In : CEUR Workshop Proceedings. 1647

Research output: Contribution to journalConference article

Student behavior in selecting an exam time in a computer-based testing facility

Zilles, C., West, M. & Mussulman, D., Jun 26 2016, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2016-June

Research output: Contribution to journalConference article

Teaching data science

Brunner, R. J. & Kim, E. J., Jan 1 2016, In : Procedia Computer Science. 80, p. 1947-1956 10 p.

Research output: Contribution to journalConference article

Text Analytics for Supporting Stakeholder Opinion Mining for Large-scale Highway Projects

Lv, X. & El-Gohary, N., Jan 1 2016, In : Procedia Engineering. 145, p. 518-524 7 p.

Research output: Contribution to journalConference article

2015

3D multi-source CSEM simulations: Feasibility and comparison of parallel direct solvers

Puzyrev, V. & Koric, S., Jan 1 2015, In : SEG Technical Program Expanded Abstracts. 34, p. 833-838 6 p.

Research output: Contribution to journalConference article