• 1616 Citations
  • 22 h-Index
1991 …2020

Research output per year

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2020

Conversion Prediction from Clickstream: Modeling Market Prediction and Customer Predictability

Yeo, J., Hwang, S. W., Kim, S., Koh, E. & Lipka, N., 2020 Feb 1, In : IEEE Transactions on Knowledge and Data Engineering. 32, 2, p. 246-259 14 p., 8554139.

Research output: Contribution to journalArticle

Meta-supervision for Attention Using Counterfactual Estimation

Choi, S., Park, H. & Hwang, S. W., 2020 Jun 1, In : Data Science and Engineering. 5, 2, p. 193-204 12 p.

Research output: Contribution to journalArticle

Open Access

XINA: Explainable Instance Alignment Using Dominance Relationship

Yeo, J., Park, H., Lee, S., Lee, E. W. & Hwang, S. W., 2020 Feb 1, In : IEEE Transactions on Knowledge and Data Engineering. 32, 2, p. 388-401 14 p., 8540085.

Research output: Contribution to journalArticle

2017

CrowdK: Answering top-k queries with crowdsourcing

Lee, J., Lee, D. & Hwang, S. W., 2017 Aug 1, In : Information sciences. 399, p. 98-120 23 p.

Research output: Contribution to journalArticle

9 Citations (Scopus)

Efficient Keyword-Aware Representative Travel Route Recommendation

Wen, Y. T., Yeo, J., Peng, W. C. & Hwang, S. W., 2017 Aug, In : IEEE Transactions on Knowledge and Data Engineering. 29, 8, p. 1639-1652 14 p., 7891639.

Research output: Contribution to journalArticle

16 Citations (Scopus)

Multimodal KB Harvesting for Emerging Spatial Entities

Yeo, J., Cho, H., Park, J. W. & Hwang, S. W., 2017 May 1, In : IEEE Transactions on Knowledge and Data Engineering. 29, 5, p. 1073-1086 14 p., 7814228.

Research output: Contribution to journalArticle

2 Citations (Scopus)
2016

Cost-aware triage ranking algorithms for bug reporting systems

Park, J. W., Lee, M. W., Kim, J., Hwang, S. W. & Kim, S., 2016 Sep 1, In : Knowledge and Information Systems. 48, 3, p. 679-705 27 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Prediction and predictability for search query acceleration

Hwang, S. W., Kim, S., He, Y., Elnikety, S. & Choi, S., 2016 Aug, In : ACM Transactions on the Web. 10, 3, 2943784.

Research output: Contribution to journalArticle

4 Citations (Scopus)
2015

Crowdsourcing identification of license violations

Lee, S., German, D. M., Hwang, S. W. & Kim, S., 2015 Jan 1, In : Journal of Computing Science and Engineering. 9, 4, p. 190-203 14 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)
2014

Efficient entity matching using materialized lists

Lee, S., Lee, J. & Hwang, S. W., 2014 Mar 10, In : Information sciences. 261, p. 170-184 15 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)

MSSQ: Manhattan spatial skyline queries

Son, W., Hwang, S. W. & Ahn, H. K., 2014 Jan 1, In : Information Systems. 40, p. 67-83 17 p.

Research output: Contribution to journalArticle

17 Citations (Scopus)

Overcoming asymmetry in entity graphs

Lee, T., Cha, Y. R. & Hwang, S. W., 2014 Dec 1, In : IEEE Transactions on Knowledge and Data Engineering. 26, 12, p. 3051-3063 13 p., 6945935.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Scalable skyline computation using a balanced pivot selection technique

Lee, J. & Hwang, S. W., 2014 Jan 1, In : Information Systems. 39, 1, p. 1-21 21 p.

Research output: Contribution to journalArticle

38 Citations (Scopus)

Skyline ranking for uncertain databases

Yong, H., Lee, J., Kim, J. & Hwang, S. W., 2014, In : Information sciences. 273, p. 247-262 16 p.

Research output: Contribution to journalArticle

13 Citations (Scopus)

Surfacing code in the dark: an instant clone search approach

Park, J. W., Lee, M. W., Roh, J. W., Hwang, S. W. & Kim, S., 2014 Nov 7, In : Knowledge and Information Systems. 41, 3, p. 727-759 33 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)

Toward efficient multidimensional subspace skyline computation

Lee, J. & Hwang, S. W., 2014 Jan 1, In : VLDB Journal. 23, 1, p. 129-145 17 p.

Research output: Contribution to journalArticle

27 Citations (Scopus)

Toward scalable indexing for top-κ queries

Lee, J., Cho, H., Lee, S. & Hwang, S. W., 2014 Dec 1, In : IEEE Transactions on Knowledge and Data Engineering. 26, 12, p. 3103-3116 14 p., 6587712.

Research output: Contribution to journalArticle

3 Citations (Scopus)
2013

Enriching documents with examples: A corpus mining approach

Kim, J., Lee, S., Hwang, S. W. & Kim, S., 2013 Jan 1, In : ACM Transactions on Information Systems. 31, 1, 1.

Research output: Contribution to journalArticle

39 Citations (Scopus)

Entity translation mining from comparable corpora: Combining graph mapping with corpus latent features

Kim, J., Hwang, S. W., Jiang, L., Song, Y. I. & Zhou, M., 2013 Aug 1, In : IEEE Transactions on Knowledge and Data Engineering. 25, 8, p. 1787-1800 14 p., 6216378.

Research output: Contribution to journalArticle

6 Citations (Scopus)

Hybrid entity clustering using crowds and data

Lee, J., Cho, H., Park, J. W., Cha, Y. R., Hwang, S. W., Nie, Z. & Wen, J. R., 2013 Oct 1, In : VLDB Journal. 22, 5, p. 711-726 16 p.

Research output: Contribution to journalArticle

12 Citations (Scopus)

SocialSearch+: Enriching social network with web evidences

You, G. W., Park, J. W., Hwang, S. W., Nie, Z. & Wen, J. R., 2013 Nov 1, In : World Wide Web. 16, 5-6, p. 701-727 27 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

The farthest spatial skyline queries

You, G. W., Lee, M. W., Im, H. & Hwang, S. W., 2013 Jan 1, In : Information Systems. 38, 3, p. 286-301 16 p.

Research output: Contribution to journalArticle

12 Citations (Scopus)

Ursa: Scalable load and power management in cloud storage systems

You, G. W., Hwang, S. W. & Jain, N., 2013 Mar 1, In : ACM Transactions on Storage. 9, 1, 1.

Research output: Contribution to journalArticle

11 Citations (Scopus)
2012

An efficient method for learning nonlinear ranking SVM functions

Yu, H., Kim, J., Kim, Y., Hwang, S. & Lee, Y. H., 2012 Nov 20, In : Information sciences. 209, p. 37-48 12 p.

Research output: Contribution to journalArticle

22 Citations (Scopus)

Efficient bitmap-based indexing of time-based interval sequences

Roh, J. W., Hwang, S. W. & Yi, B. K., 2012 Jul 1, In : Information sciences. 194, p. 38-56 19 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)

Efficient entity translation mining: A parallelized graph alignment approach

You, G. W., Hwang, S. W., Song, Y. I., Jiang, L. & Nie, Z., 2012 Nov 1, In : ACM Transactions on Information Systems. 30, 4, 25.

Research output: Contribution to journalArticle

5 Citations (Scopus)

Interactive skyline queries

Lee, J., You, G. W., Hwang, S. W., Selke, J. & Balke, W. T., 2012 Nov 30, In : Information sciences. 211, p. 18-35 18 p.

Research output: Contribution to journalArticle

14 Citations (Scopus)

Supporting efficient distributed skyline computation using skyline views

Lee, J., Kim, J. & Hwang, S. W., 2012 Jul 1, In : Information sciences. 194, p. 24-37 14 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)
2011

Report on data-intensive software management and mining

Hwang, S. W., 2011 Mar 1, In : SIGMOD Record. 40, 1, p. 32-34 3 p.

Research output: Contribution to journalArticle

Spatial skyline queries: Exact and approximation algorithms

Lee, M. W., Son, W., Ahn, H. K. & Hwang, S. W., 2011 Oct 1, In : GeoInformatica. 15, 4, p. 665-697 33 p.

Research output: Contribution to journalArticle

9 Citations (Scopus)

Supporting pattern-matching queries over trajectories on road networks

Roh, G. P., Roh, J. W., Hwang, S. W. & Yi, B. K., 2011 Oct 3, In : IEEE Transactions on Knowledge and Data Engineering. 23, 11, p. 1753-1758 6 p., 5601717.

Research output: Contribution to journalArticle

18 Citations (Scopus)

Web scale taxonomy cleansing

Lee, T., Wang, Z., Wang, H. & Hwang, S. W., 2011 Aug 1, In : Proceedings of the VLDB Endowment. 4, 12, p. 1295-1306 12 p.

Research output: Contribution to journalArticle

34 Citations (Scopus)
2010

Qskycube: Efficient skycube computation using point-based space partitioning

Lee, J. & Hwang, S. W., 2010 Dec, In : Proceedings of the VLDB Endowment. 4, 3, p. 185-196 12 p.

Research output: Contribution to journalArticle

12 Citations (Scopus)

VSkyline: Vectorization for efficient skyline computation

Cho, S. R., Lee, J., Hwang, S. W., Han, H. & Lee, S. W., 2010 Jun 1, In : SIGMOD Record. 39, 2, p. 19-26 8 p.

Research output: Contribution to journalArticle

9 Citations (Scopus)
2009

Personalized top-k skyline queries in high-dimensional space

Lee, J., You, G. W. & Hwang, S. W., 2009 Mar 1, In : Information Systems. 34, 1, p. 45-61 17 p.

Research output: Contribution to journalArticle

63 Citations (Scopus)

Ranking strategies and threats: a cost-based pareto optimization approach

Kim, Y., You, G. W. & Hwang, S. W., 2009 Aug 1, In : Distributed and Parallel Databases. 26, 1, p. 127-150 24 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)
2008

Search structures and algorithms for personalized ranking

You, G. W. & Hwang, S. W., 2008 Oct 15, In : Information sciences. 178, 20, p. 3925-3942 18 p.

Research output: Contribution to journalArticle

16 Citations (Scopus)

Supporting personalized ranking over categorical attributes

You, G. W., Hwang, S. W. & Yu, H., 2008 Sep 15, In : Information sciences. 178, 18, p. 3510-3524 15 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)
2007

Enabling soft queries for data retrieval

Yu, H., Hwang, S. W. & Chang, K. C. C., 2007 Jun 1, In : Information Systems. 32, 4, p. 560-574 15 p.

Research output: Contribution to journalArticle

21 Citations (Scopus)

Optimizing top-k queries for middleware access: A unified cost-based approach

Hwang, S. W. & Chang, K. C. C., 2007 Mar 1, In : ACM Transactions on Database Systems. 32, 1, 5.

Research output: Contribution to journalArticle

25 Citations (Scopus)

Probe minimization by schedule optimization: Supporting top-K queries with expensive predicates

Hwang, S. W. & Chang, K. C. C., 2007 May 1, In : IEEE Transactions on Knowledge and Data Engineering. 19, 5, p. 646-662 17 p.

Research output: Contribution to journalArticle

16 Citations (Scopus)
2001

Clustering high dimensional massive scientific datasets

Otoo, E. J., Shoshani, A. & Hwang, S. W., 2001 Jan 1, In : Proceedings of the International Conference on Scientific and Statistical Database Management, SSDBM. p. 147-157 11 p.

Research output: Contribution to journalArticle

8 Citations (Scopus)

Clustering high dimensional massive scientific datasets

Otoo, E. J., Shoshani, A. & Hwang, S. W., 2001 Dec 1, In : Journal of Intelligent Information Systems. 17, 2-3, p. 147-168 22 p.

Research output: Contribution to journalArticle

7 Citations (Scopus)
1991

Supporting Pattern Matching Queries over Trajectories on Road Networks

Roh, G. P., Roh, J. W., Hwang, S. W. & Yi, B. K., 1991 Dec, In : IEEE Transactions on Communications. 39, 12, p. 1750-1761 12 p.

Research output: Contribution to journalArticle