• 1332 Citations
  • 18 h-Index
20072020

Research output per year

If you made any changes in Pure these will be visible here soon.

Research Output

Filter
Article
2020

Automatic detection of tympanic membrane and middle ear infection from oto-endoscopic images via convolutional neural networks

Khan, M. A., Kwon, S., Choo, J., Hong, S. M., Kang, S. H., Park, I. H., Kim, S. K. & Hong, S. J., 2020 Jun, In : Neural Networks. 126, p. 384-394 11 p.

Research output: Contribution to journalArticle

Probabilistic topic modeling for comparative analysis of document collections

Hua, T., Lu, C. T., Choo, J. & Reddy, C. K., 2020 Mar 4, In : ACM Transactions on Knowledge Discovery from Data. 14, 2, A24.

Research output: Contribution to journalArticle

2019

Evaluation of Electromagnetic Interference From Axially Ruptured Coaxial Cable With Multiple Dielectrics Used in Nuclear Power Plants

Choo, J., Choo, J. & Kim, Y. H., 2019 Jun 1, In : IEEE Transactions on Electromagnetic Compatibility. 61, 3, p. 860-869 10 p., 8405768.

Research output: Contribution to journalArticle

1 Citation (Scopus)

RetainVis: Visual Analytics with Interpretable and Interactive Recurrent Neural Networks on Electronic Medical Records

Kwon, B. C., Choi, M. J., Kim, J. T., Choi, E., Kim, Y. B., Kwon, S., Sun, J. & Choo, J., 2019 Jan 1, In : IEEE Transactions on Visualization and Computer Graphics. 25, 1, p. 299-309 11 p., 8440842.

Research output: Contribution to journalArticle

18 Citations (Scopus)

Visualizing for the non-visual: Enabling the visually impaired to use visualization

Choi, J., Jung, S., Park, D. G., Choo, J. & Elmqvist, N., 2019 Jan 1, In : Computer Graphics Forum. 38, 3, p. 249-260 12 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)
2018

ConceptVector: Text Visual Analytics via Interactive Lexicon Building Using Word Embedding

Park, D., Kim, S., Lee, J., Choo, J., Diakopoulos, N. & Elmqvist, N., 2018 Jan 1, In : IEEE Transactions on Visualization and Computer Graphics. 24, 1, p. 361-370 10 p., 8023823.

Research output: Contribution to journalArticle

Open Access
20 Citations (Scopus)

Guidance in the human–machine analytics process

Collins, C., Andrienko, N., Schreck, T., Yang, J., Choo, J., Engelke, U., Jena, A. & Dwyer, T., 2018 Sep 1, In : Visual Informatics. 2, 3, p. 166-180 15 p.

Research output: Contribution to journalArticle

Open Access
8 Citations (Scopus)

Intelligent fault detection using raw vibration signals via dilated convolutional neural networks

Khan, M. A., Kim, Y. H. & Choo, J., 2018 Jan 1, (Accepted/In press) In : Journal of Supercomputing.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Localized user-driven topic discovery via boosted ensemble of nonnegative matrix factorization

Suh, S., Shin, S., Lee, J., Reddy, C. K. & Choo, J., 2018 Sep 1, In : Knowledge and Information Systems. 56, 3, p. 503-531 29 p.

Research output: Contribution to journalArticle

PixelSNE: Pixel-Aligned Stochastic Neighbor Embedding for Efficient 2D Visualization with Screen-Resolution Precision

Kim, M., Choi, M., Lee, S., Tang, J., Park, H. & Choo, J., 2018 Jun 1, In : Computer Graphics Forum. 37, 3, p. 267-276 10 p.

Research output: Contribution to journalArticle

VisIRR: A visual analytics system for information retrieval and recommendation for large-Scale document data

Choo, J., Hannah, K. I. M., Clarkson, E., Zhicheng, L. I. U., Changhyun, L. E. E., Fuxin, L. I., Hanseung, L. E. E., Kannan, R., Stolper, C. D., Stasko, J. & Park, H., 2018 Feb 1, In : ACM Transactions on Knowledge Discovery from Data. 12, 1, 8.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Visual Analytics for Explainable Deep Learning

Choo, J. & Liu, S., 2018 Jul 1, In : IEEE Computer Graphics and Applications. 38, 4, p. 84-92 9 p.

Research output: Contribution to journalArticle

27 Citations (Scopus)
2017

AxiSketcher: Interactive Nonlinear Axis Mapping of Visualizations through User Drawings

Kwon, B. C., Kim, H., Wall, E., Choo, J., Park, H. & Endert, A., 2017 Jan 1, In : IEEE Transactions on Visualization and Computer Graphics. 23, 1, p. 221-230 10 p., 7534876.

Research output: Contribution to journalArticle

19 Citations (Scopus)

Predicting the Currency Market in Online Gaming via Lexicon-Based Analysis on Its Online Forum

Kim, Y. B., Kang, K., Choo, J., Kang, S. J., Kim, T., Im, J., Kim, J. H. & Kim, C-H., 2017 Jan 1, In : Complexity. 2017, 4152705.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Shielding Effectiveness of Open Cabinet Containing Digital Modules Using Ferrite Sheet

Choo, J., Choo, J. & Kim, Y. H., 2017 Dec 1, In : IEEE Transactions on Magnetics. 53, 12, 7937845.

Research output: Contribution to journalArticle

3 Citations (Scopus)

TopicLens: Efficient Multi-Level Visual Topic Exploration of Large-Scale Document Collections

Kim, M., Kang, K., Park, D., Choo, J. & Elmqvist, N., 2017 Jan 1, In : IEEE Transactions on Visualization and Computer Graphics. 23, 1, p. 151-160 10 p., 7539597.

Research output: Contribution to journalArticle

38 Citations (Scopus)

Toward predicting social support needs in online health social networks

Choi, M. J., Kim, S. H., Lee, S., Kwon, B. C., Yi, J. S., Choo, J. & Huh, J., 2017 Aug 1, In : Journal of medical Internet research. 19, 8, e272.

Research output: Contribution to journalArticle

Open Access
8 Citations (Scopus)

When Bitcoin encounters information in an online forum: Using text mining to analyse user opinions and predict value fluctuation

Kim, Y. B., Lee, J., Park, N., Choo, J., Kim, J. H. & Kim, C-H., 2017 May 1, In : PLoS One. 12, 5, e0177630.

Research output: Contribution to journalArticle

25 Citations (Scopus)
2016

InterAxis: Steering Scatterplot Axes via Observation-Level Interaction

Kim, H., Choo, J., Park, H. & Endert, A., 2016 Jan 31, In : IEEE Transactions on Visualization and Computer Graphics. 22, 1, p. 131-140 10 p., 7192671.

Research output: Contribution to journalArticle

46 Citations (Scopus)

Personas in online health communities

Huh, J., Kwon, B. C., Kim, S. H., Lee, S., Choo, J., Kim, J., Choi, M. J. & Yi, J. S., 2016 Oct 1, In : Journal of Biomedical Informatics. 63, p. 212-225 14 p.

Research output: Contribution to journalArticle

Open Access
18 Citations (Scopus)

Transverse Electric Scattering of Open Cabinet in Nuclear Power Plants

Choo, J., Jeong, C. & Choo, J., 2016 Jan 1, In : IEEE Antennas and Wireless Propagation Letters. 15, p. 1204-1207 4 p., 7329929.

Research output: Contribution to journalArticle

5 Citations (Scopus)

VisOHC: Designing Visual Analytics for Online Health Communities

Kwon, B. C., Kim, S. H., Lee, S., Choo, J., Huh, J. & Yi, J. S., 2016 Jan 31, In : IEEE Transactions on Visualization and Computer Graphics. 22, 1, p. 71-80 10 p., 7192683.

Research output: Contribution to journalArticle

19 Citations (Scopus)
2015

Doubly supervised embedding based on class labels and intrinsic clusters for high-dimensional data visualization

Kim, H., Choo, J., Reddy, C. K. & Park, H., 2015 Jan 1, In : Neurocomputing. 150, PB, p. 570-582 13 p.

Research output: Contribution to journalArticle

6 Citations (Scopus)

Weakly supervised nonnegative matrix factorization for user-driven clustering

Choo, J., Lee, C., Reddy, C. K. & Park, H., 2015 Nov 29, In : Data Mining and Knowledge Discovery. 29, 6, p. 1598-1621 24 p.

Research output: Contribution to journalArticle

9 Citations (Scopus)
2013

Combining computational analyses and interactive visualization for document exploration and sensemaking in jigsaw

Görg, C., Liu, Z., Kihm, J., Choo, J., Park, H. & Stasko, J., 2013 Sep 2, In : IEEE Transactions on Visualization and Computer Graphics. 19, 10, p. 1646-1663 18 p., 6392833.

Research output: Contribution to journalArticle

Open Access
52 Citations (Scopus)

Customizing computational methods for visual analytics with big data

Choo, J. & Park, H., 2013 Aug 2, In : IEEE Computer Graphics and Applications. 33, 4, p. 22-28 7 p., 6506085.

Research output: Contribution to journalArticle

41 Citations (Scopus)

UTOPIAN: User-driven topic modeling based on interactive nonnegative matrix factorization

Choo, J., Lee, C., Reddy, C. K. & Park, H., 2013 Nov 4, In : IEEE Transactions on Visualization and Computer Graphics. 19, 12, p. 1992-2001 10 p., 6634167.

Research output: Contribution to journalArticle

149 Citations (Scopus)
2012

IVisClustering: An interactive visual document clustering via topic modeling

Lee, H., Kihm, J., Choo, J., Stasko, J. & Park, H., 2012 Jan 1, In : Computer Graphics Forum. 31, 3 PART 3, p. 1155-1164 10 p.

Research output: Contribution to journalArticle

87 Citations (Scopus)