Research Output 1970 2020

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Conference article
2019

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. & Ludaescher, B., Jan 1 2019, In : CEUR Workshop Proceedings. 2368, p. 44-55 12 p.

Research output: Contribution to journalConference article

Computer systems programming
Time series
Visualization
Atoms
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

Engineering education
Teaching
Cloning
Technical presentations
Education

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

Genes
Proteins
Biological Ontologies
Natural Language Processing
Literature
Materials science
Curricula
Teaching
Students
Education

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

Wallon, R. C. & Lindgren, R. W., 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

Students
simulation
learning
learning process
instructor

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

Backpropagation

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

Wallon, R. C. & Lindgren, R. W., 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

Students
simulation
learning
student
computer simulation

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

Taxonomies
Biodiversity
Merging
DNA
Genes

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

LSI circuits
Pharmacogenetics
Bipolar Disorder
Pharmaceutical Preparations
Information Storage and Retrieval

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

machine learning
physics
research and development
resources
energy
group interaction
video
Students
learning
student

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

Visualization
Crystal structure
Students
Drawing (graphics)
Materials science

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

synergy
Education
mathematics
Students
learning

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

Sampling
Experiments

Provenance summaries for answers and nonanswers

Lee, S., Ludaescher, 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

Scalability
Sampling

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

Supervised learning
Convex optimization
Cones
Experiments

ShapeSearch: Flexible patternbased querying of trend line visualizations

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

Research output: Contribution to journalConference article

Visualization
Materials science
Algebra
Mathematical operators
Demonstrations

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

computer programs
photographic developers
congressional reports
cycles
output

The state of the field in computational thinking assessment

Tissenbaum, M. B., Sheldon, J., Sherman, M., Weintrop, D., Jona, K., Horn, M., Wilensky, U., Basu, S., Rutstein, D., Snow, E., Shear, L., Grover, S., Lee, I., Klopfer, E., Lui, D., Jayathirta, G., Shaw, M., Kafai, Y. B., Fields, D. A., Pinkard, N. & 7 others, Martin, C. K., Erete, S., Mustafaraj, E., Sorensen, C., Temple, W., Benjamin Shapiro, R. & Hall, R., Jan 1 2018, In : Proceedings of International Conference of the Learning Sciences, ICLS. 2, 2018-June, p. 1304-1311 8 p.

Research output: Contribution to journalConference article

Education
learning
lack
teacher
education
2017
Engineering education

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. W., Ferguson, A., Herman, G. L., Kilian, K. A., Krogstad, J. A., Das Neves Barbosa Leal Lauten, C., Maass, C. R. E., Schleife, A., Shang, J. K., Trinkle, D. & West, M., Jun 24 2017, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2017-June

Research output: Contribution to journalConference article

Materials science
Curricula
Engineering education
Computational methods
Teaching
Curricula
Education
Teaching
Students
Bioengineering

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

Electroencephalography
Brain
Polynomials
Sampling

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

Electric grounding
Human computer interaction
Robotics

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

Visualization
Decision making
Sampling
Data visualization
Scheduling
Students
Testing
Machine shops
Maximum likelihood estimation

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

Learning algorithms
Hilbert spaces

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
Visualization
Tissue
Sampling
Single-Cell Analysis
Technology
Color
Students
Engineering education
Education
Engineers

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., Ritter, K. A., Carney, P. S., Pool, M. A. & Jensen, K. J., Jun 24 2017, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2017-June, 13 p.

Research output: Contribution to journalConference article

Students
Engineers
Technical writing
Accreditation
Curricula

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

Energy utilization
Lighting
Office buildings
Support vector machines
Decision making

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

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

Research output: Contribution to journalConference article

Visualization
Algebra
Drawing (graphics)
Data visualization
Mechanical engineering

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. D., Jay, C., Katz, D. S., Kirchner, C., Kuksenok, K., Lämmel, R. & 5 others, Nierstrasz, O., Turk, M. J., Van Nieuwpoort, R. V., Vaughn, M. & Vinju, J., Jan 1 2016, In : CEUR Workshop Proceedings. 1686

Research output: Contribution to journalConference article

Lightning
Feedback

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
Electric sparks
Ecosystems
Sustainable development

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

Labeling
Ontology
Deterioration
Inspection
Mobile phones
Data acquisition
Mechanics
Students
Feedback

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

Cooking
Search engines

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

Computer programming
Computer programming languages
Statistical methods
Teaching
Visualization

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

Learning algorithms
Learning systems
Testing
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

Computational electromagnetics
Supercomputers
Linear equations
Scalability
Large scale systems

A feature-first approach to clustering for highlighting regions of interest in scientific data

Sisneros, R. R., Jan 1 2015, In : Procedia Computer Science. 51, 1, p. 2207-2216 10 p.

Research output: Contribution to journalConference article

Bins
Clustering algorithms
NASA
Tuning
Sampling

Analyzing student action sequences and affect while playing Physics Playground

Andres, J. M. L., Rodrigo, M. M. T., Baker, R. S., Paquette, L., Shute, V. J. & Ventura, M., Jan 1 2015, In : CEUR Workshop Proceedings. 1432, p. 24-33 10 p.

Research output: Contribution to journalConference article

Physics
Students

DES of turbulent flow around a sphere with trip wire

Torlak, M., Halač, A., Roesler, S. & Korić, S., Jan 1 2015, In : Proceedings of the International Symposium on Turbulence, Heat and Mass Transfer. 0, p. 307-310 4 p.

Research output: Contribution to journalConference article

Turbulent flow
Wire
Reynolds number

Developing a Smart Grid cybersecurity education platform and a preliminary assessment of its first application

Yardley, T., Uludag, S., Nahrstedt, K. & Sauer, P., Feb 17 2015, In : Proceedings - Frontiers in Education Conference, FIE. 2015-February, February, 7044273.

Research output: Contribution to journalConference article

Education
education
Taxonomies
Aging of materials
re-education