• 1377 Citations
  • 19 h-Index
20072020

Research output per year

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Research Output

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 1, In : Neural Networks. 126, p. 384-394 11 p.

Research output: Contribution to journalArticle

Learning to focus and track extreme climate events

Kim, S., Park, S., Chung, S., Lee, J., Lee, Y., Kim, H., Prabhat, M. & Choo, J., 2020.

Research output: Contribution to conferencePaper

Memoreader: Large-scale reading comprehension through neural memory controller

Back, S., Yu, S., Indurthi, S., Kim, J. & Choo, J., 2020 Jan 1, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 2131-2140 10 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

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

4 Citations (Scopus)

Nl2PSQL: Generating pseudo-SQL queries from under-specified natural language questions

Chen, F., Hwang, S. W., Choo, J., Ha, J. W. & Kim, S., 2020, EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics, p. 2603-2613 11 p. (EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference).

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

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

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)

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)

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

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)

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)

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

4 Citations (Scopus)

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

Recommender system using sequential and global preference via attention mechanism and topic modeling

Kang, K., Park, J., Kim, W., Choe, H. & Choo, J., 2019 Nov 3, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 1543-1552 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

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, In : IEEE Transactions on Visualization and Computer Graphics. 25, 1, p. 299-309 11 p., 8440842.

Research output: Contribution to journalArticle

21 Citations (Scopus)

SANVis: Visual Analytics for Understanding Self-Attention Networks

Park, C., Choo, J., Na, I., Jo, Y., Shin, S., Yoo, J., Kwon, B. C., Zhao, J., Noh, H. & Lee, Y., 2019 Oct, 2019 IEEE Visualization Conference, VIS 2019. Institute of Electrical and Electronics Engineers Inc., p. 146-150 5 p. 8933677. (2019 IEEE Visualization Conference, VIS 2019).

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

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

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

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
22 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
9 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)

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)

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

Megan: Mixture of experts of generative adversarial networks for multimodal image generation

Park, D. K., Yoo, S., Bahng, H., Choo, J. & Park, N., 2018 Jan 1, Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018. Lang, J. (ed.). International Joint Conferences on Artificial Intelligence, p. 878-884 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2018-July).

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

1 Citation (Scopus)

MMGAN: Manifold-Matching Generative Adversarial Networks

Park, N., Anand, A., Moniz, J. R. A., Lee, K., Choo, J., Park, D. K., Chakraborty, T., Park, H. & Kim, Y., 2018 Nov 26, 2018 24th International Conference on Pattern Recognition, ICPR 2018. Institute of Electrical and Electronics Engineers Inc., p. 1343-1348 6 p. 8545881. (Proceedings - International Conference on Pattern Recognition; vol. 2018-August).

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

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

Short-text topic modeling via non-negative matrix factorization enriched with local word-context correlations

Shi, T., Kang, K., Choo, J. & Reddy, C. K., 2018 Apr 10, The Web Conference 2018 - Proceedings of the World Wide Web Conference, WWW 2018. Association for Computing Machinery, Inc, p. 1105-1114 10 p. (The Web Conference 2018 - Proceedings of the World Wide Web Conference, WWW 2018).

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

Open Access
24 Citations (Scopus)

StarGAN: Unified Generative Adversarial Networks for Multi-domain Image-to-Image Translation

Choi, Y., Choi, M., Kim, M., Ha, J. W., Kim, S. & Choo, J., 2018 Dec 14, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. IEEE Computer Society, p. 8789-8797 9 p. 8579014. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

347 Citations (Scopus)

TopicOnTiles: Tile-based spatio-temporal event analytics via exclusive topic modeling on social media

Choi, M., Shin, S., Choi, J., Langevin, S., Bethune, C., Horne, P., Kronenfeld, N., Kannan, R., Drake, B., Park, H. & Choo, J., 2018 Apr 20, CHI 2018 - Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems: Engage with CHI. Association for Computing Machinery, (Conference on Human Factors in Computing Systems - Proceedings; vol. 2018-April).

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

3 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)

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

31 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

22 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, 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; vol. 0).

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

Open Access
1 Citation (Scopus)

L-EnsNMF: Boosted local topic discovery via ensemble of nonnegative matrix factorization

Suh, S., Choo, J., Lee, J. & Reddy, C. K., 2017 Jan 31, Proceedings - 16th IEEE International Conference on Data Mining, ICDM 2016. Bonchi, F., Wu, X., Baeza-Yates, R., Domingo-Ferrer, J. & Zhou, Z-H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 479-488 10 p. 7837872. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

8 Citations (Scopus)

Local topic discovery via boosted ensemble of nonnegative matrix factorization

Suh, S., Choo, J., Lee, J. & Reddy, C. K., 2017 Jan 1, 26th International Joint Conference on Artificial Intelligence, IJCAI 2017. Sierra, C. (ed.). International Joint Conferences on Artificial Intelligence, p. 4944-4948 5 p. (IJCAI International Joint Conference on Artificial Intelligence).

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

2 Citations (Scopus)

PIVE: Per-Iteration visualization environment for real-time interactions with dimension reduction and clustering

Kim, H., Choo, J., Lee, C., Lee, H., Reddy, C. K. & Park, H., 2017 Jan 1, p. 1001-1009. 9 p.

Research output: Contribution to conferencePaper

7 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)

STExNMF: Spatio-temporally exclusive topic discovery for anomalous event detection

Shin, D. S., Choi, M., Choi, J., Langevin, S., Bethune, C., Horne, P., Kronenfeld, N., Kannan, R., Drake, B., Park, H. & Choo, J., 2017 Dec 15, Proceedings - 17th IEEE International Conference on Data Mining, ICDM 2017. Karypis, G., Alu, S., Raghavan, V., Wu, X. & Miele, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 435-444 10 p. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2017-November).

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

8 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

41 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, In : PloS one. 12, 5, e0177630.

Research output: Contribution to journalArticle

26 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

48 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
19 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

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

12 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)

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)