Research Output 1968 2020

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Conference article
2019

Learning to diversify for e-commerce search with multi-Armed bandit

Goswami, A., Zhai, C. & Mohapatra, P., Jan 1 2019, In : CEUR Workshop Proceedings. 2410

Research output: Contribution to journalConference article

Industry
Experiments

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

Aggregating crowdsourced image segmentations

Lee, D. J. L., Sarma, A. D. & Parameswaran, A. G., Jan 1 2018, In : CEUR Workshop Proceedings. 2173

Research output: Contribution to journalConference article

Image segmentation
Agglomeration
Clustering algorithms
Semantics

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

Discriminative bag-of-cells for imaging-genomics

Chidester, B., Do, M. N. & Ma, J., Jan 1 2018, In : Pacific Symposium on Biocomputing. 0, 212669, p. 319-330 12 p.

Research output: Contribution to journalConference article

Genomics
Imaging techniques
Learning systems
Screening
Neural networks

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

Global geometry of multichannel sparse blind deconvolution on the sphere

Li, Y. & Bresler, Y., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 1132-1143 12 p.

Research output: Contribution to journalConference article

Deconvolution
Convolution
Recovery
Geometry
Experiments
Multi-task Learning
Landmarks
Labels
Acoustics
Speech recognition
Distillation
Transcription
Interpolation
Interpolate
Neural Networks

Infant emotional outbursts detection in infant-parent spoken interactions

Yijia, X., Hasegawa-Johnson, M. A. & McElwain Nancy, L., Jan 1 2018, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2018-September, p. 242-246 5 p.

Research output: Contribution to journalConference article

Discriminant analysis
Discriminant Analysis
Interaction
Discounting
Hidden Markov models
cassava
ground penetrating radar
Radar
plots
radar data

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

Speaker adaptive audio-visual fusion for the open-vocabulary section of AVICAR

Sarı, L., Hasegawa-Johnson, M. A., Kumaran, S., Stemmer, G. & Nair, K. N., Jan 1 2018, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2018-September, p. 3524-3528 5 p.

Research output: Contribution to journalConference article

Fusion
Fusion reactions
Alignment
Speech recognition
Linear regression

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
Transfer Learning
Neural networks
Unsupervised learning
Classifiers
Acoustics

Towards a cognitive ecological framework in cscl

Borge, M. & Mercier, E. M., Jan 1 2018, In : Proceedings of International Conference of the Learning Sciences, ICLS. 1, 2018-June, p. 336-343 8 p.

Research output: Contribution to journalConference article

learning
learning theory
grounded theory

Towards information-theoretic limits of the global neuronal workspace architecture

Varshney, L. R., Jan 1 2018, In : CEUR Workshop Proceedings. 2287

Research output: Contribution to journalConference article

Channel coding
Information theory
Brain
Data storage equipment

Towards optimization of e-commerce search and discovery

Goswami, A., Zhai, C. & Mohapatra, P., Jan 1 2018, In : CEUR Workshop Proceedings. 2319

Research output: Contribution to journalConference article

Sales
Industry
Electronic commerce

VisAGE: Integrating external knowledge into electronic medical record visualization

Huang, E. W., Wang, S. & Zhai, C., Jan 1 2018, In : Pacific Symposium on Biocomputing. 0, 212669, p. 578-589 12 p.

Research output: Contribution to journalConference article

Electronic medical equipment
Electronic Health Records
Visualization
Information Storage and Retrieval
Diagnostic Errors

Visualizing phoneme category adaptation in deep neural networks

Scharenborg, O., Tiesmeyer, S., Hasegawa-Johnson, M. A. & Dehak, N., Jan 1 2018, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2018-September, p. 1482-1486 5 p.

Research output: Contribution to journalConference article

Neural Networks
Nonlinear distortion
Nonlinear Distortion
Acoustics
Chemical activation
2017

Accelerated stereo matching for autonomous vehicles using an upright pinhole camera model

Chen, C., Lu, J., Kwon, D. K., Moore, D. & Do, M. N., Jan 1 2017, In : IS and T International Symposium on Electronic Imaging Science and Technology. p. 18-21 4 p.

Research output: Contribution to journalConference article

Pinhole cameras
pinhole cameras
roads
vehicles
Pixels

A clustering and word similarity based approach for identifying product feature words

Suryadi, D. & Kim, H. H. M., Jan 1 2017, In : Proceedings of the International Conference on Engineering Design, ICED. 6, DS87-6, p. 71-80 10 p.

Research output: Contribution to journalConference article

Clustering
Feedback
Vector spaces
Websites
Customers
Engineering education

An educational laboratory experimental system for teaching chemical reaction process dynamics and control

Kawamura, M. L., Alleyne, A. G. & Sutanto, E., Jun 24 2017, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2017-June

Research output: Contribution to journalConference article

Chemical reactions
Teaching
Crystals
Photodetectors
Students

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

"Blinded" grading rubrics for bioengineering lab reports (work in progress)

Li, Y., Jensen, P. A., Jensen, P. A. & Jensen, K. J., Jun 24 2017, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2017-June

Research output: Contribution to journalConference article

Bioengineering

Building Confidence in CO2 Storage Using Reference Datasets from Demonstration Projects

Ringrose, P., Greenberg, S. E., Whittaker, S. G., Nazarian, B. & Oye, V., Jan 1 2017, In : Energy Procedia. 114, p. 3547-3557 11 p.

Research output: Contribution to journalConference article

Demonstrations
Greenhouse gases
Monitoring
Uncertainty
Microseismic monitoring

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

Creating Markets for Captured Carbon: Retrofit of Abbott Power Plant and Future Utilization of Captured CO2

O'Brien, K. C., Lu, Y., Patel, V., Greenberg, S. E., Locke, R. A., Larson, M., Krishnamurthy, K. R., Byron, M., Naumovitz, J., Guth, D. S. & Bennett, S. J., Jan 1 2017, In : Energy Procedia. 114, p. 1263-1272 10 p.

Research output: Contribution to journalConference article

Power plants
Carbon
Carbon dioxide
Recovery
Oils
Multi-task Learning
Transcription
Encoder
Probability distributions
Target
Curricula
Education
Teaching
Students
Bioengineering

Dilated recurrent neural networks

Chang, S., Zhang, Y., Han, W., Yu, M., Guo, X., Tan, W., Cui, X., Witbrock, M., Hasegawa-Johnson, M. A. & Huang, T. S., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 77-87 11 p.

Research output: Contribution to journalConference article

Recurrent neural networks
Data storage equipment

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