Research Output 1969 2019

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Conference article
2018

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

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

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

HELIX: Accelerating human-in-the-loop machine learning

Xin, D., Ma, L., Liu, J., Macke, S., Song, S. & Parameswaran, A. G., Jan 1 2018, In : Proceedings of the VLDB Endowment. 11, 12, p. 1958-1961 4 p.

Research output: Contribution to journalConference article

Learning systems
Processing
Costs
Multi-task Learning
Landmarks
Labels
Acoustics
Speech recognition

Intersecting identities of women in engineering

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

Research output: Contribution to journalConference article

group interaction
video
Students
learning
student

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

Parallel Implementation of Randomized Singular Value Decomposition and Randomized Spatial Downsampling for Real Time Ultrafast Microvessel Imaging on a Multi-Core CPUs Architecture

Lok, U. W., Song, P., Trzasko, J. D., Borisch, E. A., Daigle, R. & Chen, S., Jan 1 2018, In : IEEE International Ultrasonics Symposium, IUS. 2018-January, 8579678.

Research output: Contribution to journalConference article

clutter
decomposition
filters
retarding
microscopy

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

Query K-means Clustering and the Double Dixie Cup Problem

Eli Chien, I., Pan, C. & Milenkovic, O., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 6649-6658 10 p.

Research output: Contribution to journalConference article

Importance sampling

Rembrain: Exploring dynamic biospatial networks with mosaicmatrices and mirror glyphs

Ma, C., Pellolio, F., Llano, D. A., Stebbings, K. A., Kenyon, R. V. & Marai, G. E., Jan 1 2018, In : IS and T International Symposium on Electronic Imaging Science and Technology.

Research output: Contribution to journalConference article

Mirrors
mirrors
Chemical activation
age factor
activation

Revisiting decomposable submodular function minimization with incidence relations

Li, P. & Milenkovic, O., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 2237-2247 11 p.

Research output: Contribution to journalConference article

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

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
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

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
Materials science
Curricula
Engineering education
Computational methods
Teaching
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

Glottal model based speech beamforming for Ad-hoc microphone arrays

Zhang, Y., 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. 2675-2679 5 p.

Research output: Contribution to journalConference article

Microphone Array
Beamforming
Microphones
Model-based
Calibration

Inhomogeneous hypergraph clustering with applications

Li, P. & Milenkovic, O., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 2309-2319 11 p.

Research output: Contribution to journalConference article

Costs
Computer networks
Computer vision
Learning systems

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

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. A., 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

ORPHEUSDB: Bolton versioning for relational databases

Huang, S., Xu, L., Liu, J., Elmore, A. J. & Parameswaran, A. G., Jun 1 2017, In : Proceedings of the VLDB Endowment. 10, 10, p. 1130-1141 12 p.

Research output: Contribution to journalConference article

Relational database systems
Bolts
Data structures
Control systems

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

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

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. A., 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

The double bind of race and gender: A look into the experiences of women of color in engineering

Cross, K. J., Clancy, K. B. H., Mendenhall, R., Imoukhuede, P. U. II. & Amos, J. R., Jun 24 2017, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2017-June

Research output: Contribution to journalConference article

Color
Students
Engineering education
Education
Engineers

Understanding workers, developing effective tasks, and enhancing marketplace dynamics: A study of a large crowdsourcing marketplace

Jain, A., Das Sarma, A., Parameswaran, A. G. & Widom, J., Jan 1 2017, In : Proceedings of the VLDB Endowment. 10, 7, p. 829-840 12 p.

Research output: Contribution to journalConference article

Ecosystems
Event Detection
Roughness
Filtering
Surface roughness
Accumulate
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. A., 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

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