Research Output 1969 2020

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Conference article
2017

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
Desorption
Phase transitions
Protonation
Amines
Ethers

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

Geologic Carbon Storage at a One Million Tonne Demonstration Project: Lessons Learned from the Illinois Basin - Decatur Project

Greenberg, S. E., Bauer, R. A., Will, R., Locke, R. A., Carney, M., Leetaru, H. E. & Medler, J., Jan 1 2017, In : Energy Procedia. 114, p. 5529-5539 11 p.

Research output: Contribution to journalConference article

Biofuels
Sandstone
Carbon dioxide
Demonstrations
Carbon

Geomechanical Monitoring of CO2 Storage Reservoirs with Microseismicity

Goertz-Allmann, B. P., Oye, V., Gibbons, S. J. & Bauer, R. A., Jan 1 2017, In : Energy Procedia. 114, p. 3937-3947 11 p.

Research output: Contribution to journalConference article

Pressure gradient
Carbon capture
Monitoring
Pore pressure
Sensors

Glottal model based speech beamforming for Ad-hoc microphone arrays

Zhang, Y., Florèncio, D. & Hasegawa-Johnson, M., Jan 1 2017, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2017-August, p. 2675-2679 5 p.

Research output: Contribution to journalConference article

Microphone Array
Beamforming
Microphones
Model-based
Calibration

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

Mining Structures from Massive Text Data: A Data-Driven Approach

Han, J., Jan 1 2017, In : CEUR Workshop Proceedings. 2029, p. 16-19 4 p.

Research output: Contribution to journalConference article

Big data
Transcription
Clustering
Zero
Labels
Acoustics

Multi-task learning using mismatched transcription for under-resourced speech recognition

Do, V. H., Chen, N. F., Lim, B. P. & Hasegawa-Johnson, M., Jan 1 2017, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2017-August, p. 734-738 5 p.

Research output: Contribution to journalConference article

Multi-task Learning
Transcription
Speech Recognition
Speech recognition
Acoustics

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

Probabilistic rule realization and selection

Yu, H., Li, T. & Varshney, L. R., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 1563-1573 11 p.

Research output: Contribution to journalConference article

Invariance
Chemical analysis

Regulatory Uncertainty and its Effects on Monitoring Activities of a Major Demonstration Project: The Illinois Basin - Decatur Project Case

Locke, R. A., Greenberg, S. E., Jagucki, P., Krapac, I. G. & Shao, H., Jan 1 2017, In : Energy Procedia. 114, p. 5570-5579 10 p.

Research output: Contribution to journalConference article

Demonstrations
Monitoring
Carbon
Communication
Uncertainty

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

South West Hub CCS Project: Evolution of Storage Site Characterization through Targeted Research and its Impact on Uncertainty Reduction

Stalker, L. & Whittaker, S. G., Jan 1 2017, In : Energy Procedia. 114, p. 5981-5993 13 p.

Research output: Contribution to journalConference article

Sandstone
Carbon capture
Electric fault location
Greenhouse gases
Dynamic models

Speech enhancement using bayesianwavenet

Qian, K., Zhang, Y., Chang, S., Yang, X., Florèncio, D. & Hasegawa-Johnson, M. A., Jan 1 2017, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2017-August, p. 2013-2017 5 p.

Research output: Contribution to journalConference article

Speech Enhancement
Speech enhancement
Spectrogram
Conditional Distribution
Prior distribution

Sulfate and nitrate in wet atmospheric deposition on the coast of the Gulf of Mexico from 2003 to 2015

Sosa, R. E., Bravo, H. A., Alarcón, A. L. J., Del Carmen Torres, B. M., Sánchez, P. A., Jaimes, M. P., Granados, E. H. & Gay, D. A., Jan 1 2017, In : Proceedings of the Air and Waste Management Association's Annual Conference and Exhibition, AWMA.

Research output: Contribution to journalConference article

Acid rain
atmospheric deposition
Coastal zones
acid rain
Nitrates

Team ELISA system for DARPA LORELEI speech evaluation 2016

Papadopoulos, P., Travadi, R., Vaz, C., Malandrakis, N., Hermjakob, U., Pourdamghani, N., Pust, M., Zhang, B., Pan, X., Lu, D., Lin, Y., Glembek, O., Baskar, M. K., Karafiát, M., Burget, L., Hasegawa-Johnson, M., Ji, H., May, J., Knight, K. & Narayanan, S., Jan 1 2017, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2017-August, p. 2053-2057 5 p.

Research output: Contribution to journalConference article

Enzyme-linked Immunosorbent Assay
Resources
Evaluation
Disasters
Curve
Color
Students
Engineering education
Education
Engineers

The Genesis of the CO2 Storage Resources Management System (SRMS)

Frailey, S. M., Tucker, O. & Koperna, G. J., Jan 1 2017, In : Energy Procedia. 114, p. 4262-4269 8 p.

Research output: Contribution to journalConference article

Crude oil
Carbon capture
Petroleum industry
Labels
Carbon dioxide
Event Detection
Roughness
Filtering
Surface roughness
Accumulate

Well-based Monitoring Schemes for the South West Hub Project, Western Australia

Ricard, L., Michael, K., Whittaker, S. G., Harris, B., Hortle, A., Stalker, L. & Freifeld, B., Jan 1 2017, In : Energy Procedia. 114, p. 5791-5798 8 p.

Research output: Contribution to journalConference article

Monitoring
Well drilling
Well logging
Chemical activation
Geometry

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

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
Probabilistic Neural Network
Transcription
Error Rate
Neural Networks
Scenarios
Automatic Speech Recognition
Transcription
Speech recognition
Hidden Markov models
Linguistics

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

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

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

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

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

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

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

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

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

Pitch contour shape matters in memory

Kimball, A. E. & Cole, J., Jan 1 2016, In : Proceedings of the International Conference on Speech Prosody. 2016-January, p. 1171-1175 5 p.

Research output: Contribution to journalConference article

Pitch Contour
Plateau
Pitch Accent
Phonological Representations
High Tone

Preference completion from partial rankings

Gunasekar, S., Koyejo, O. O. & Ghosh, J., Jan 1 2016, In : Advances in Neural Information Processing Systems. p. 1378-1386 9 p.

Research output: Contribution to journalConference article

Computational complexity
Brain

Question answering via integer programming over semi-structured knowledge

Khashabi, D., Khot, T., Sabharwal, A., Clark, P., Etzioni, O. & Roth, D., Jan 1 2016, In : IJCAI International Joint Conference on Artificial Intelligence. 2016-January, p. 1145-1152 8 p.

Research output: Contribution to journalConference article

Correlation methods
Integer programming
Information retrieval
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

Swapout: Learning an ensemble of deep architectures

Singh, S., Hoiem, D. & Forsyth, D., Jan 1 2016, In : Advances in Neural Information Processing Systems. p. 28-36 9 p.

Research output: Contribution to journalConference article

Network layers
Parameterization