• 1312 Citations
  • 18 h-Index
20072020

Research output per year

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Research Output

Article

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

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)

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)

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)

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)

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)

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)

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)

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)

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)

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

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
16 Citations (Scopus)

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

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)

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

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

17 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)

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)

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

147 Citations (Scopus)

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)

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)

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

26 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)

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)

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)
Chapter

Classification of cancer microscopic images via convolutional neural networks

Khan, M. A. & Choo, J., 2019 Jan 1, Lecture Notes in Bioengineering. Springer, p. 141-147 7 p. (Lecture Notes in Bioengineering).

Research output: Chapter in Book/Report/Conference proceedingChapter

Nonnegative matrix factorization for interactive topic modeling and document clustering

da Kuang, D., Choo, J. & Park, H., 2015 Jan 1, Partitional Clustering Algorithms. Springer International Publishing, p. 215-243 29 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

42 Citations (Scopus)
Conference article

Multi-class artefact detection in video endoscopy via convolution neural networks

Khan, M. A. & Choo, J., 2019 Jan 1, In : CEUR Workshop Proceedings. 2366

Research output: Contribution to journalConference article

Conference contribution

A Comparison of the Effects of Data Imputation Methods on Model Performance

Kim, W., Cho, W., Choi, J., Kim, J., Park, C. & Choo, J., 2019 Apr 29, 21st International Conference on Advanced Communication Technology: ICT for 4th Industrial Revolution!, ICACT 2019 - Proceeding. Institute of Electrical and Electronics Engineers Inc., p. 592-599 8 p. 8702000. (International Conference on Advanced Communication Technology, ICACT; vol. 2019-February).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

A comparison of unsupervised dimension reduction algorithms for classification

Choo, J., Kim, H., Park, H. & Zha, H., 2007 Dec 1, Proceedings - 2007 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2007. p. 71-77 7 p. 4413039. (Proceedings - 2007 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2007).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

AILA: Attentive Interactive Labeling Assistant for Document Classification through Attention-based Deep Neural Networks

Choi, M., Park, C., Yang, S., Kim, Y., Choo, J. & Hong, S., 2019 May 2, CHI 2019 - Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, (Conference on Human Factors in Computing Systems - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

An interactive visual testbed system for dimension reduction and clustering of large-scale high-dimensional data

Choo, J., Lee, H., Liu, Z., Stasko, J. & Park, H., 2013 Apr 10, Proceedings of SPIE-IS and T Electronic Imaging - Visualization and Data Analysis 2013. 865402. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 8654).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

17 Citations (Scopus)

Augmenting Matlab with semantic objects for an interactive visual environment

Lee, C., Choo, J., Chau, D. H. & Park, H., 2013 Jan 1, Proceedings of the ACM SIGKDD 2013 Workshop on Interactive Data Exploration and Analytics, IDEA 2013. Association for Computing Machinery, p. 63-70 8 p. (Proceedings of the ACM SIGKDD 2013 Workshop on Interactive Data Exploration and Analytics, IDEA 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Coloring with limited data: Few-shot colorization via memory augmented networks

Yoo, S., Bahng, H., Chung, S., Lee, J., Chang, J. & Choo, J., 2019 Jun, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society, p. 11275-11284 10 p. 8953467. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Coloring with words: Guiding image colorization through text-based palette generation

Bahng, H., Yoo, S., Cho, W., Park, D. K., Wu, Z., Ma, X. & Choo, J., 2018 Jan 1, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Hebert, M., Ferrari, V., Sminchisescu, C. & Weiss, Y. (eds.). Springer Verlag, p. 443-459 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11216 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data ingestion and evidence marshalling in jigsaw - VAST 2010 mini challenge 1 award: Good support for data ingest

Liu, Z., Görg, C., Kihm, J., Lee, H., Choo, J., Park, H. & Stasko, J., 2010 Dec 1, VAST 10 - IEEE Conference on Visual Analytics Science and Technology 2010, Proceedings. p. 271-272 2 p. 5653042. (VAST 10 - IEEE Conference on Visual Analytics Science and Technology 2010, Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

DemographicVis: Analyzing demographic information based on user generated content

Dou, W., Cho, I., ElTayeby, O., Choo, J., Wang, X. & Ribarsky, W., 2015 Dec 4, 2015 IEEE Conference on Visual Analytics Science and Technology, VAST 2015 - Proceedings. Chen, M. & Andrienko, G. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 57-64 8 p. 7347631. (2015 IEEE Conference on Visual Analytics Science and Technology, VAST 2015 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

11 Citations (Scopus)

End-to-end prediction of buffer overruns from raw source code via neural memory networks

Choi, M. J., Jeong, S., Oh, H. & Choo, J., 2017 Jan 1, 26th International Joint Conference on Artificial Intelligence, IJCAI 2017. Sierra, C. (ed.). International Joint Conferences on Artificial Intelligence, p. 1546-1553 8 p. (IJCAI International Joint Conference on Artificial Intelligence).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Exploring anomalies in GAStech: VAST 2014 Mini Challenge 1 and 2

Choo, J., Han, Y., Hu, M., Kim, H., Nugent, J., Poggi, F., Park, H. & Stasko, J., 2015 Feb 13, 2014 IEEE Conference on Visual Analytics Science and Technology, VAST 2014 - Proceedings. North, C., Chen, M. & Ebert, D. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 347-348 2 p. 7042559. (2014 IEEE Conference on Visual Analytics Science and Technology, VAST 2014 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Fast Interactive Visualization for Multivariate Data Exploration

Lee, C., Zhuo, W., Choo, J., Chau, D. H. & Park, H., 2013 Apr 27, CHI EA 2013 - Extended Abstracts on Human Factors in Computing Systems: Changing Perspectives. Beaudouin-Lafon, M., Baudisch, P. & Mackay, W. E. (eds.). Association for Computing Machinery, p. 1773-1778 6 p. (Conference on Human Factors in Computing Systems - Proceedings; vol. 2013-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

GeneTracer: Gene sequence analysis of disease mutations

Lee, H., Choo, J., Görg, C., Shim, J., Kihm, J., Liu, Z., Park, H. & Stasko, J., 2010 Dec 1, VAST 10 - IEEE Conference on Visual Analytics Science and Technology 2010, Proceedings. p. 291-292 2 p. 5651434. (VAST 10 - IEEE Conference on Visual Analytics Science and Technology 2010, Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Heterogeneous data fusion via space alignment using nonmetric multidimensional scaling

Choo, J., Bohn, S., Nakamura, G. C., White, A. M. & Park, H., 2012 Dec 1, Proceedings of the 12th SIAM International Conference on Data Mining, SDM 2012. p. 177-188 12 p. (Proceedings of the 12th SIAM International Conference on Data Mining, SDM 2012).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

17 Citations (Scopus)

Hierarchical linear discriminant analysis for beamforming

Choo, J., Drake, B. L. & Park, H., 2009 Dec 31, Society for Industrial and Applied Mathematics - 9th SIAM International Conference on Data Mining 2009, Proceedings in Applied Mathematics 133. p. 889-900 12 p. (Society for Industrial and Applied Mathematics - 9th SIAM International Conference on Data Mining 2009, Proceedings in Applied Mathematics; vol. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image-to-image translation via group-wise deep whitening-and-coloring transformation

Cho, W., Choi, S., Park, D. K., Shin, I. & Choo, J., 2019 Jun, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society, p. 10631-10639 9 p. 8954400. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Intelligent Fault Detection via Dilated Convolutional Neural Networks

Khan, M. A., Kim, Y. H. & Choo, J., 2018 May 25, Proceedings - 2018 IEEE International Conference on Big Data and Smart Computing, BigComp 2018. Institute of Electrical and Electronics Engineers Inc., p. 729-731 3 p. 8367217. (Proceedings - 2018 IEEE International Conference on Big Data and Smart Computing, BigComp 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)