• 1631 Citations
  • 19 h-Index
19972020

Research output per year

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Research Output

  • 1631 Citations
  • 19 h-Index
  • 74 Article
  • 35 Conference contribution
  • 5 Conference article
  • 1 Paper
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Conference contribution
2020

A drug-induced liver injury prediction model using transcriptional response data with graph neural network

Hwang, D., Jeon, M. & Kang, J., 2020 Feb 1, Proceedings - 2020 IEEE International Conference on Big Data and Smart Computing, BigComp 2020. Lee, W., Chen, L., Moon, Y-S., Bourgeois, J., Bennis, M., Li, Y-F., Ha, Y-G., Kwon, H-Y. & Cuzzocrea, A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 323-329 7 p. 9070697. (Proceedings - 2020 IEEE International Conference on Big Data and Smart Computing, BigComp 2020).

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

Pre-trained Language Model for Biomedical Question Answering

Yoon, W., Lee, J., Kim, D., Jeong, M. & Kang, J., 2020 Jan 1, Machine Learning and Knowledge Discovery in Databases - International Workshops of ECML PKDD 2019, Proceedings. Cellier, P. & Driessens, K. (eds.). Springer, p. 727-740 14 p. (Communications in Computer and Information Science; vol. 1168 CCIS).

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

Ranking paragraphs foriImproving answer recall in open-domain Question Answering

Lee, J., Yun, S., Kim, H., Ko, M. & Kang, 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. 565-569 5 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

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

9 Citations (Scopus)
2019

Kitchenette: Predicting and ranking food ingredient pairings using siamese neural networks

Park, D., Kim, K., Park, Y., Shin, J. & Kang, J., 2019 Jan 1, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, p. 5930-5936 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

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

Predicting multiple demographic attributes with task specific embedding transformation and attention network

Kim, R., Kim, H., Lee, J. & Kang, J., 2019 Jan 1, SIAM International Conference on Data Mining, SDM 2019. Society for Industrial and Applied Mathematics Publications, p. 765-773 9 p. (SIAM International Conference on Data Mining, SDM 2019).

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

Sain: Self-attentive integration network for recommendation

Yun, S., Kim, R., Ko, M. & Kang, J., 2019 Jul 18, SIGIR 2019 - Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 1205-1208 4 p. (SIGIR 2019 - Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval).

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

2 Citations (Scopus)

Self-attention graph pooling

Lee, J., Lee, I. & Kang, J., 2019 Jan 1, 36th International Conference on Machine Learning, ICML 2019. International Machine Learning Society (IMLS), p. 6661-6670 10 p. (36th International Conference on Machine Learning, ICML 2019; vol. 2019-June).

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

2 Citations (Scopus)
2018

A deep neural spoiler detection model using a genre-aware attention mechanism

Chang, B., Kim, H., Kim, R., Kim, D. & Kang, J., 2018 Jan 1, Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia Conference, PAKDD 2018, Proceedings. Springer Verlag, p. 183-195 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10937 LNAI).

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

2 Citations (Scopus)

Content-aware hierarchical point-of-interest embedding model for successive POI recommendation

Chang, B., Park, Y., Park, D., Kim, S. & Kang, J., 2018, Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018. Lang, J. (ed.). International Joint Conferences on Artificial Intelligence, p. 3301-3307 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2018-July).

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

Open Access
27 Citations (Scopus)

Learning user preferences and understanding calendar contexts for event scheduling

Kim, D., Lee, J., Choi, D., Choi, J. & Kang, J., 2018 Oct 17, CIKM 2018 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management. Paton, N., Candan, S., Wang, H., Allan, J., Agrawal, R., Labrinidis, A., Cuzzocrea, A., Zaki, M., Srivastava, D., Broder, A. & Schuster, A. (eds.). Association for Computing Machinery, p. 337-346 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

1 Citation (Scopus)
2017

Constructing and evaluating a novel crowdsourcing-based paraphrased opinion spam dataset

Kim, S., Lee, S., Park, D. & Kang, J., 2017 Jan 1, 26th International World Wide Web Conference, WWW 2017. International World Wide Web Conferences Steering Committee, p. 827-836 10 p. 3052607

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

3 Citations (Scopus)

Name nationality classification with recurrent neural networks

Lee, J., Kim, H., Ko, M., Choi, D., Choi, J. & Kang, J., 2017, 26th International Joint Conference on Artificial Intelligence, IJCAI 2017. International Joint Conferences on Artificial Intelligence, p. 2081-2087 7 p.

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

7 Citations (Scopus)
2015

Deep semantic frame-based deceptive opinion spam analysis

Kim, S., Chang, H., Lee, S., Yu, M. & Kang, J., 2015 Oct 17, International Conference on Information and Knowledge Management, Proceedings. Association for Computing Machinery, Vol. 19-23-Oct-2015. p. 1131-1140 10 p.

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

20 Citations (Scopus)

Smith search: Opinion-based restaurant search engine

Choi, J., Kim, D., Choi, D., Lim, S., Kim, S. & Kang, J., 2015 May 18, WWW 2015 Companion - Proceedings of the 24th International Conference on World Wide Web. Association for Computing Machinery, Inc, p. 187-190 4 p.

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

2012

Consento: A consensus search engine for answering subjective queries

Choi, J., Kim, D., Kim, S., Lee, J., Lim, S., Lee, S. & Kang, J., 2012, WWW'12 - Proceedings of the 21st Annual Conference on World Wide Web Companion. p. 481-482 2 p. (WWW'12 - Proceedings of the 21st Annual Conference on World Wide Web Companion).

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

1 Citation (Scopus)

CONSENTO: A new framework for opinion based entity search and summarization

Choi, J., Kim, D., Kim, S., Lee, J., Lim, S., Lee, S. & Kang, J., 2012, CIKM 2012 - Proceedings of the 21st ACM International Conference on Information and Knowledge Management. p. 1935-1939 5 p. (ACM International Conference Proceeding Series).

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

6 Citations (Scopus)

Drug-drug interaction analysis using heterogeneous biological information network

Lee, K., Lee, S., Jeon, M., Choi, J. & Kang, J., 2012, Proceedings - 2012 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2012. p. 623-627 5 p. 6392634. (Proceedings - 2012 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2012).

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

5 Citations (Scopus)

High precision rule based ppi extraction and per-pair basis performance evaluation

Lee, J., Kim, S., Lee, S., Lee, K. & Kang, J., 2012, DTMBIO'12 - Proceedings of the 6th ACM International Workshop on Data and Text Mining in Biomedical Informatics, Co-located with CIKM 2012. p. 69-76 8 p. (International Conference on Information and Knowledge Management, Proceedings).

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

1 Citation (Scopus)
2011

BOSS: A biomedical object search system

Choi, J., Kim, D., Kim, S., Lee, S., Lee, K. & Kang, J., 2011, CIKM 2011 Glasgow: DTMBIO'11 - Proceedings of the ACM 5th International Workshop on Data and Text Mining in Biomedical Informatics. p. 19-26 8 p. (International Conference on Information and Knowledge Management, Proceedings).

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

1 Citation (Scopus)
2010

A scalable method for detecting multiple loci associated with traits using TF-IDF weighting and association rule mining

Lee, S., Kang, J. & Oh, J., 2010, 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2010. p. 318-323 6 p. 5703821. (2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2010).

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

2009

Meta-analysis of cancer microarray data reveals signaling pathway hotspots

Chopra, P., Kang, J. & Hong, S. M., 2009, Proceedings - 2009 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2009. p. 214-219 6 p. 5332097. (Proceedings - 2009 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2009).

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

Online removal of ocular artifacts from single channel EEG for ubiquitous healthcare applications

Shin, H., Kim, H., Lee, S. & Kang, J., 2009, Proceedings of the 4th International Conference on Ubiquitous Information Technologies and Applications, ICUT 2009. 5405708. (Proceedings of the 4th International Conference on Ubiquitous Information Technologies and Applications, ICUT 2009).

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

5 Citations (Scopus)

Using gene pair combinations to improve the accuracy of the PAM classifier

Chopra, P., Kang, J. & Lee, J., 2009, 2009 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2009. p. 174-177 4 p. 5341823. (2009 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2009).

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

1 Citation (Scopus)
2007

Efficient subsequence matching using the longest common subsequence with a dual match index

Han, T. S., Ko, S. K. & Kang, J., 2007, Machine Learning and Data Mining in Pattern Recognition - 5th International Conference, MLDM 2007, Proceedings. Springer Verlag, p. 585-600 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4571 LNAI).

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

18 Citations (Scopus)

Exploiting inter-gene information for microarray data integration

Lin, K. M. & Kang, J., 2007, Proceedings of the 2007 ACM Symposium on Applied Computing. Association for Computing Machinery, p. 123-127 5 p. (Proceedings of the ACM Symposium on Applied Computing).

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

2 Citations (Scopus)

HICCUP: Hierarchical clustering based value imputation using heterogeneous gene expression microarray datasets

Zhao, Q., Mitra, P., Lee, D. & Kang, J., 2007, Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, BIBE. p. 71-78 8 p. 4375547. (Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, BIBE).

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

Selective approach to handling topic oriented tasks on the World Wide Web

Awekar, A. C. & Jaewoo, K., 2007, Proceedings of the 2007 IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2007. p. 343-348 6 p. 4221318. (Proceedings of the 2007 IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2007).

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

5 Citations (Scopus)
2006

An effective approach to entity resolution problem using Quasi-Clique and its application to digital libraries

On, B. W., Elmacioglu, E., Lee, D., Kang, J. & Pei, J., 2006, 6th ACM/IEEE-CS Joint Conference on Digital Libraries 2006: Opening Information Horizons, JCDL '06. p. 51-52 2 p. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries; vol. 2006).

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

16 Citations (Scopus)

Improving grouped-entity resolution using Quasi-Cliques

On, B. W., Elmacioglu, E., Lee, D., Kangt, J. & Pei, J., 2006, Proceedings - Sixth International Conference on Data Mining, ICDM 2006. Institute of Electrical and Electronics Engineers Inc., p. 1008-1015 8 p. 4053144. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

36 Citations (Scopus)

Multivariate stream data classification using simple text classifiers

Seo, S., Kang, J., Lee, D. & Ryu, K. H., 2006, Database and Expert Systems Applications - 17th International Conference, DEXA 2006, Proceedings. Springer Verlag, p. 420-429 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4080 LNCS).

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

1 Citation (Scopus)

Selective hypertext induced topic search

Awekar, A. C., Mitra, P. & Kang, J., 2006, Proceedings of the 15th International Conference on World Wide Web. p. 1023-1024 2 p. (Proceedings of the 15th International Conference on World Wide Web).

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

3 Citations (Scopus)
2005

Effective and scalable solutions for mixed and split citation problems in digital libraries

Lee, D., On, B. W., Kang, J. & Park, S., 2005 Jun 17, Proceedings of the 2nd International Workshop on Information Quality in Information Systems, IQIS 2005. Association for Computing Machinery, Inc, p. 69-76 8 p.

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

64 Citations (Scopus)

Establishing value mappings using statistical models and user feedback

Kang, J., Han, T. S., Lee, D. & Mitra, P., 2005, CIKM'05 - Proceedings of the 14th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery (ACM), p. 68-75 8 p. (International Conference on Information and Knowledge Management, Proceedings).

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

5 Citations (Scopus)

Identifying value mappings for data integration: An unsupervised approach

Kang, J., Lee, D. & Mitra, P., 2005, Web Information Systems Engineering, WISE 2005 - 6th International Conference on Web Information Systems Engineering, Proceedings. p. 544-551 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3806 LNCS).

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

3 Citations (Scopus)

Multivariate stream data reduction in sensor network applications

Seo, S., Kang, J. & Ryu, K. H., 2005, Embedded and Ubiquitous Computing - EUC 2005 Workshops: UISW, NCUS, SecUbiq, USN, and TAUES, Proceedings. p. 198-207 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3823 LNCS).

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

6 Citations (Scopus)