University of Illinois at Urbana-Champaign

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Research Output 1956 2022

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Conference article
2017

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

A Framework to Utilize Shear Strength Properties for Evaluating Rutting Potentials of Unbound Aggregate Materials

Qamhia, I., Tutumluer, E., Chow, L. C. & Mishra, D., Jan 1 2016, In : Procedia Engineering. 143, p. 911-920 10 p.

Research output: Contribution to journalConference article

Shear strength
Shear stress
Loads (forces)
Load testing
Wheels

A Modeling Study of the Effects of Butanol Addition on Aromatic Species in Premixed Butane Flames

Hou, J., Chang, W., Yan, F. & Lee, C-F., Jan 1 2016, In : SAE Technical Papers.

Research output: Contribution to journalConference article

Butane
Butenes
Soot
Carbon
Alcohols

Analysis of mismatched transcriptions generated by humans and machines for under-resourced languages

Do, V. H., Chen, N. F., Lim, B. P. & Hasegawa-Johnson, M. A., Jan 1 2016, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 08-12-September-2016, p. 3863-3867 5 p.

Research output: Contribution to journalConference article

Transcription
Speech recognition
Automatic Speech Recognition
Labels
Target

Analysis of prosody increment induced by pitch accents for automatic emphasis correction

Zhang, Y., Mysore, G. J., Berthouzoz, F. & Hasegawa-Johnson, M., Jan 1 2016, In : Proceedings of the International Conference on Speech Prosody. 2016-January, p. 79-83 5 p.

Research output: Contribution to journalConference article

reconstruction
Pitch Accent
Prosody

An experimental comparison of partitioning strategies in distributed graph processing

Verma, S., Leslie, L. M., Shin, Y. & Gupta, I., Jan 1 2016, In : Proceedings of the VLDB Endowment. 10, 5, p. 493-504 12 p.

Research output: Contribution to journalConference article

Processing
Experiments

An Experimental Study of the Combustion, Performance and Emission Characteristics of a CI Engine under Diesel-1-Butanol/CNG Dual Fuel Operation Mode

Meng, X., Nithyanandan, K., Lee, T., Li, Y., Long, W. & Lee, C-F., Apr 5 2016, In : SAE Technical Papers. 2016-April, April

Research output: Contribution to journalConference article

Compressed natural gas
Butenes
Ignition
Compaction
Engines
Probabilistic Neural Network
Transcription
Error Rate
Neural Networks
Scenarios

A Research on the Prediction of Door Opening by the Inertia Effect during a Side Impact Crash

Kwak, K., Seo, S., Potekin, R., Blanchard, A., Vakakis, A. F., McFarland, D. & Bergman, L., Jan 1 2016, In : SAE Technical Papers.

Research output: Contribution to journalConference article

Door handles
Dynamic models

As purple is to lavender: Exploring womanism as a theoretical framework in engineering education

Thomas, L. D., Watt, D. L., Cross, K. J., Magruder, J. A., Easley, C. R., Monereau, Y. A. J., Phillips, M. R. & Benjamin, A. M., Jun 26 2016, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2016-June

Research output: Contribution to journalConference article

Engineering education
Automatic Speech Recognition
Transcription
Speech recognition
Hidden Markov models
Linguistics

Benefits of depth in neural networks

Telgarsky, M. J., Jun 6 2016, In : Journal of Machine Learning Research. 49, June, p. 1517-1539 23 p.

Research output: Contribution to journalConference article

Decision trees
Polynomials
Neural Networks
Neural networks
Vertex of a graph

Building a scalable distributed online media processing environment

Noghabi, S. A., Campbell, R. H. & Gupta, I., Jan 1 2016, In : CEUR Workshop Proceedings. 1671

Research output: Contribution to journalConference article

Processing
Learning algorithms
Learning systems
Scalability
Websites

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

Characterization of Cement Treated Base Course Using Reclaimed Asphalt Pavement, Aggregate By-Products, and Macro-Synthetic Fibers

Lahucik, J. R., Schmidt, S. R., Tutumluer, E. & Roesler, J. R., Jan 1 2016, In : Geotechnical Special Publication. 2016-January, 270 GSP, p. 523-533 11 p.

Research output: Contribution to journalConference article

base course
Asphalt pavements
Synthetic fibers
asphalt
pavement

Collaborative multi-level embedding learning from reviews for rating prediction

Wei, Z., Yuan, Q., Han, J. & Jianyong, W., Jan 1 2016, In : IJCAI International Joint Conference on Artificial Intelligence. 2016-January, p. 2986-2992 7 p.

Research output: Contribution to journalConference article

Factorization

Cross-lingual dataless classification for many languages

Yangqiu, S., Upadhyay, S., Haoruo, P. & Roth, D., Jan 1 2016, In : IJCAI International Joint Conference on Artificial Intelligence. 2016-January, p. 2901-2907 7 p.

Research output: Contribution to journalConference article

Labels
Semantics
Supervised learning

Damping Effects Introduced by a Nonlinear Vibration Absorber in Automotive Drivelines at Idle Engine Speeds

Savva, K., Haris, A., Motato, E., Mohammadpour, M., Theodossiades, S., Rahnejat, H., Kelly, P., Vakakis, A., Bergman, L. & McFarland, D., Jun 15 2016, In : SAE Technical Papers. 2016-June, June

Research output: Contribution to journalConference article

Vibrations (mechanical)
Powertrains
Damping
Engines
Flywheels

Decay constants fB and fBs and quark masses mb and mc from HISQ simulations

Komijani, J., Bazavov, A., Bernard, C., Brambilla, N., Brown, N., DeTar, C., Du, D., El-Khadra, A. X., Freeland, E. D., Gámiz, E., Gottlieb, S., Heller, U. M., Kronfeld, A. S., Laiho, J., Mackenzie, P. B., Monahan, C., Na, H., Neil, E. T., Simone, J. N., Sugar, R. L. & 3 others, Toussaint, D., Vairo, A. & Van De Water, R. S., Jan 1 2016, In : Proceedings of Science. Part F128557

Research output: Contribution to journalConference article

quarks
decay
simulation
spacing
expansion

Development of robotic multisensor inspection system for used nuclear fuel canisters

Lissenden, C. J., Motta, A. T., Brennan, S., Reichard, K., Jovanovic, I., Knight, T. & Popovics, J. S., Jan 1 2016, In : Transactions of the American Nuclear Society. 115, p. 201-204 4 p.

Research output: Contribution to journalConference article

Crack detection
Nuclear fuels
Surface structure
Robotics
Inspection

D-meson mixing in 2+1-flavor lattice QCD

Chang, C. C., Bouchard, C. M., El-Khadra, A. X., Freeland, E., Gámiz, E., Kronfeld, A. S., Laiho, J. W., Neil, E. T., Simone, J. N. & Van De Water, R. S., Jan 1 2016, In : Proceedings of Science. Part F128557

Research output: Contribution to journalConference article

mesons
quantum chromodynamics
operators
decay
matrices

D meson semileptonic form factors with HISQ valence and sea quarks

Primer, T., Bazavov, A., Bernard, C., DeTar, C., Du, D., El-Khadra, A. X., Freeland, E. D., Gámiz, E., Gottlieb, S., Heller, U. M., Komijani, J., Kronfeld, A. S., Laiho, J., Mackenzie, P. B., Neil, E. T., Simone, J. N., Sugar, R. L., Toussaint, D., Van De Water, R. S. & Zhou, R., Jan 1 2016, In : Proceedings of Science. Part F128557

Research output: Contribution to journalConference article

form factors
mesons
quarks
valence
budgets

Effect of Dust Ratios on the Strength of Aggregates with Low Plasticity Fines

Osouli, A., Salam, S., Tutumluer, E., Beshears, S. & Flynn, S., Jan 1 2016, In : Geotechnical Special Publication. 2016-January, 272 GSP, p. 253-265 13 p.

Research output: Contribution to journalConference article

Plasticity
plasticity
Dust
dust
Sieves

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

Engineering Properties o

Swan, R. H., Yeom, S., Sjoblom, K. J., Stark, T. D. & Filshill, A., Jan 1 2016, In : Geotechnical Special Publication. 2016-January, 272 GSP, p. 11-22 12 p.

Research output: Contribution to journalConference article

geotechnical property
Compaction
breakage
shear strength
compaction

Experimental Investigation and Analysis of Combustion Process in a Diesel Engine Fueled with Acetone-Butanol-Ethanol/ Diesel Blends

Lin, Y., Lee, T., Nithyanandan, K., Zhang, J., Li, Y. & Lee, C-F., Jan 1 2016, In : SAE Technical Papers.

Research output: Contribution to journalConference article

Butenes
Acetone
Diesel engines
Ethanol
Engine cylinders

Experimental Study on Performance and Emission of Acetone-Ethanol and Gasoline Blends in a PFI Spark Ignition Engine

Meng, L., Li, Y., Nithyanandan, K., Lee, T., Zeng, C. & Lee, C-F., Jan 1 2016, In : SAE Technical Papers.

Research output: Contribution to journalConference article

Internal combustion engines
Acetone
Gasoline
Ethanol
Butenes

Generalized correspondence-LDA models (GC-LDA) for identifying functional regions in the brain

Rubin, T. N., Koyejo, O. O., Jones, M. N. & Yarkoni, T., Jan 1 2016, In : Advances in Neural Information Processing Systems. p. 1126-1134 9 p.

Research output: Contribution to journalConference article

Brain
Neuroimaging
Probability distributions
Linguistics

Gradation Effects on the Strength Properties of Cement and Fly Ash Stabilized Quarry By-Products

Qamhia, I., Cheung, J., Hou, W., Mwumvaneza, V., Ozer, H. & Tutumluer, E., Jan 1 2016, In : Geotechnical Special Publication. 2016-January, 270 GSP, p. 610-620 11 p.

Research output: Contribution to journalConference article

Quarries
Fly ash
fly ash
quarry
Byproducts

Hierarchical multiscale simulations for data center cooling

Vanka, S. P., Athavale, J., Yoda, M. & Joshi, Y., Jan 1 2016, In : International Conference on Computational Methods for Thermal Problems. 217349

Research output: Contribution to journalConference article

Multiscale Simulation
Data Center
Cooling
Multiscale Problems
Computational fluid dynamics

Innovative approaches for predicting RC beam-column connection joint shear resistance

LaFave, J. M. & Kim, J., Jan 1 2016, In : American Concrete Institute, ACI Special Publication. 2016-January, SP 311, p. 4-19 16 p.

Research output: Contribution to journalConference article

Reinforced concrete
Shear deformation
Bearings (structural)
Concretes
Struts

Interpretation of angular distributions of Z-boson production

Peng, J-C., Chang, W. C., McClellan, R. E. & Teryaev, O., Jan 1 2016, In : Proceedings of Science. Part F128562

Research output: Contribution to journalConference article

angular distribution
bosons
transverse momentum
misalignment
leptons

Kaon semileptonic decays with Nf = 2+1+1 HISQ fermions and physical light-quark masses

Gámiz, E., Bazavov, A., Bernard, C., DeTar, C., Du, D., El-Khadra, A. X., Freeland, E. D., Gottlieb, S., Heller, U. M., Komijani, J., Kronfeld, A. S., Laiho, J., Mackenzie, P. B., Neil, E. T., Primer, T., Simone, J. N., Sugar, R., Toussaint, D., Van De Water, R. S. & Zhou, R., Jan 1 2016, In : Proceedings of Science. Part F128557

Research output: Contribution to journalConference article

form factors
fermions
spacing
statistics
quarks

Kernel observers: Systems-theoretic modeling and inference of spatiotemporally evolving processes

Kingravi, H. A., Maske, H. & Chowdhary, G., Jan 1 2016, In : Advances in Neural Information Processing Systems. p. 3997-4005 9 p.

Research output: Contribution to journalConference article

Dynamical systems
Recovery
Sensors
Experiments

Landmark-based pronunciation error identification on Chinese learning

Yang, X., Kong, X., Hasegawa-Johnson, M. A. & Xie, Y., Jan 1 2016, In : Proceedings of the International Conference on Speech Prosody. 2016-January, p. 247-251 5 p.

Research output: Contribution to journalConference article

acoustics
learning
language
phonetics
experiment

Learning A Deep l∞ Encoder for Hashing

Zhangyang, W., Yingzhen, Y., Shiyu, C., Qing, L. & Huang, T. S., Jan 1 2016, In : IJCAI International Joint Conference on Artificial Intelligence. 2016-January, p. 2174-2180 7 p.

Research output: Contribution to journalConference article

Lagrange multipliers
Feedforward neural networks
Neurons
Experiments
Deep learning

Learning deep parsimonious representations

Liao, R., Schwing, A. G., Zemel, R. S. & Urtasun, R., Jan 1 2016, In : Advances in Neural Information Processing Systems. p. 5092-5100 9 p.

Research output: Contribution to journalConference article

Unsupervised learning
Deep learning

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

Lightning talk: Bringing techniques from software engineering into scientific software

Seidel, E. L. & Allen, G. D., Jan 1 2016, In : CEUR Workshop Proceedings. 1686

Research output: Contribution to journalConference article

Lightning
Software engineering
Computer science
Productivity
Students

Mismatched Crowdsourcing based Language Perception for Under-resourced Languages

Chen, W., Hasegawa-Johnson, M. A. & Chen, N. F., Jan 1 2016, In : Procedia Computer Science. 81, p. 23-29 7 p.

Research output: Contribution to journalConference article

Speech analysis
Transcription
Glossaries
Decoding
Statistical Models

Nek5000 large-eddy simulations for thermal-hydraulics of deformed wire-wrap fuel assemblies

Obabko, A. V., Merzari, E. & Fischer, P., Jan 1 2016, In : Transactions of the American Nuclear Society. 115, p. 1491-1494 4 p.

Research output: Contribution to journalConference article

Large eddy simulation
Hydraulics
Wire
Hot Temperature

Nondestructive Deflection Testing based Mechanistic-empirical Overlay Thickness Design Approach for Low Volume Roads: Case Studies

Sarker, P., Tutumluer, E. & Lackey, S., Jan 1 2016, In : Procedia Engineering. 143, p. 945-953 9 p.

Research output: Contribution to journalConference article

Pavements
Testing
Pavement overlays
Asphalt
Nondestructive examination

Numerical Study and Parameter Optimization on a Diesel - Natural Gas Dual Fuel Engine

Wang, M., Xu, Z., Li, M. & Lee, C-F., Apr 5 2016, In : SAE Technical Papers. 2016-April, April

Research output: Contribution to journalConference article

Dual fuel engines
Gas engines
Natural gas
Engines
Ignition

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
Wheels
Load testing
Pavements
Gears
Loads (forces)

Performance Improvement of Probabilistic Transcriptions with Language-specific Constraints

Kong, X., Jyothi, P. & Hasegawa-Johnson, M. A., Jan 1 2016, In : Procedia Computer Science. 81, p. 30-36 7 p.

Research output: Contribution to journalConference article

Transcription
Glossaries
Internet
Experiments

Performance of Aggregate Subgrade Layers in Low-Volume Roads Constructed with Unconventional Recycled Aggregates

Kazmee, H., Tutumluer, E. & Mishra, D., Jan 1 2016, In : Geotechnical Special Publication. 2016-January, 270 GSP, p. 654-665 12 p.

Research output: Contribution to journalConference article

subgrade
pavement
road
Pavements
asphalt