Human-inspired AI Computing Research Center

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Article
2020

Automatic extraction of named entities of cyber threats using a deep Bi-LSTM-CRF network

Kim, G., Lee, C., Jo, J. & Lim, H., 2020 Jan 1, (Accepted/In press) In : International Journal of Machine Learning and Cybernetics.

Research output: Contribution to journalArticle

Development of fashion product retrieval and recommendations model based on deep learning

Jo, J., Lee, S., Lee, C., Lee, D. & Lim, H., 2020 Mar, In : Electronics (Switzerland). 9, 3, 508.

Research output: Contribution to journalArticle

Open Access

GREG: A global level relation extraction with knowledge graph embedding

Kim, K., Hur, Y., Kim, G. & Lim, H., 2020 Feb 1, In : Applied Sciences (Switzerland). 10, 3, 1181.

Research output: Contribution to journalArticle

Open Access

Image classification and captioning model considering a CAM-based disagreement loss

Yoon, Y. C., Park, S. Y., Park, S. M. & Lim, H., 2020 Feb 1, In : ETRI Journal. 42, 1, p. 67-77 11 p.

Research output: Contribution to journalArticle

Open Access

Log analysis-based resource and execution time improvement in HPC: A case study

Yoon, J., Hong, T., Park, C., Noh, S. Y. & Yu, H., 2020 Apr 1, In : Applied Sciences (Switzerland). 10, 7, 2634.

Research output: Contribution to journalArticle

Open Access

Partial migration technique for GPGPU tasks to Prevent GPU Memory Starvation in RPC-based GPU Virtualization

Kang, J. H., Lim, J. B. & Yu, H. C., 2020 Jan 1, (Accepted/In press) In : Software - Practice and Experience.

Research output: Contribution to journalArticle

Prediction of students’ procrastination behaviour through their submission behavioural pattern in online learning

Yang, Y., Hooshyar, D., Pedaste, M., Wang, M., Huang, Y. M. & Lim, H., 2020 Jan 1, (Accepted/In press) In : Journal of Ambient Intelligence and Humanized Computing.

Research output: Contribution to journalArticle

Study on Optimal Generative Network for Synthesizing Brain Tumor-Segmented MR Images

Lee, H., Jo, J., Lim, H. & Lee, S., 2020 Jan 1, In : Mathematical Problems in Engineering. 2020, 8273173.

Research output: Contribution to journalArticle

Open Access
2019

exBAKE: Automatic fake news detection model based on Bidirectional Encoder Representations from Transformers (BERT)

Jwa, H., Oh, D., Park, K., Kang, J. M. & Lim, H., 2019 Oct 1, In : Applied Sciences (Switzerland). 9, 19, 4062.

Research output: Contribution to journalArticle

Open Access
1 Citation (Scopus)

GPS: Factorized group preference-based similarity models for sparse sequential recommendation

Yang, Y., Hooshyar, D. & Lim, H. S., 2019 May 1, In : Information Sciences. 481, p. 394-411 18 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Integrating breakdown detection into dialogue systems to improve knowledge management: encoding temporal utterances with memory attention

Lee, S., Lee, D., Hooshyar, D., Jo, J. & Lim, H., 2019 Jan 1, (Accepted/In press) In : Information Technology and Management.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Intelligent resource management schemes for systems, services, and applications of cloud computing based on artificial intelligence

Lim, J. B., Lee, D. W., Chung, K. S. & Yu, H. C., 2019 Jan 1, In : Journal of Information Processing Systems. 15, 5, p. 1192-1200 9 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Latency-classification-based deadline-aware task offloading algorithm in mobile edge computing environments

Choi, H. S., Yu, H. & Lee, E. Y., 2019 Nov 1, In : Applied Sciences (Switzerland). 9, 21, 4696.

Research output: Contribution to journalArticle

Open Access

Network-based document clustering using external ranking loss for network embedding

Yoon, Y. C., Gee, H. K. & Lim, H., 2019 Jan 1, In : IEEE Access. 7, p. 155412-155423 12 p., 8878093.

Research output: Contribution to journalArticle

Open Access
2016

Dynamic group-based fault tolerance technique for reliable resource management in mobile cloud computing

Park, J. S., Yu, H. C., Kim, H. & Lee, E., 2016 Jul 1, In : Concurrency Computation. 28, 10, p. 2756-2769 14 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)
2014

Scalable and leaderless Byzantine consensus in cloud computing environments

Lim, J., Suh, T., Gil, J. & Yu, H., 2014 Mar, In : Information Systems Frontiers. 16, 1, p. 19-34 16 p.

Research output: Contribution to journalArticle

13 Citations (Scopus)
2013

An efficient audio fingerprint search algorithm for music retrieval

Lee, S., Yook, D. & Chang, S., 2013 Oct 31, In : IEEE Transactions on Consumer Electronics. 59, 3, p. 652-656 5 p., 6626252.

Research output: Contribution to journalArticle

8 Citations (Scopus)

Real-time vehicle tracking mechanism with license plate recognition from road images

Chang, J. K., Ryoo, S. & Lim, H., 2013 Jul 1, In : Journal of Supercomputing. 65, 1, p. 353-364 12 p.

Research output: Contribution to journalArticle

9 Citations (Scopus)

Resource provision technique with entropy-based mobility grouping for fault tolerance in mobile cloud computing

Park, J., Kim, B., Yu, H., Kim, H. & Lee, E., 2013 Jul, In : Information (Japan). 16, 7 B, p. 5229-5243 15 p.

Research output: Contribution to journalArticle

2012

A low-overhead scheduling scheme based on Genetic Algorithm in mobile grids

Chin, S., Suh, T. & Yu, H., 2012 Mar 16, In : Journal of Internet Technology. 13, 1, p. 137-146 10 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)
2011

Constructing the semantic information model using a collective intelligence approach

Lyu, K., Lee, J., Sun, D., Kwon, D. & Kim, H., 2011 Oct 31, In : KSII Transactions on Internet and Information Systems. 5, 10, p. 1698-1711 14 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

FRAsystem: Fault tolerant system using agents in distributed computing systems

Lee, H. M., Park, D. S., Yu, H. C. & Lee, G., 2011 Jan 1, In : Cluster Computing. 14, 1, p. 15-25 11 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Measuring achievement of ICT competency for students in Korea

Cha, S. E., Jun, S. J., Kwon, D. Y., Kim, H. S., Kim, S. B., Kim, J. M., Kim, Y. A., Han, S. G., Seo, S. S., Jun, W. C., Kim, H. & Lee, W. G., 2011 May 1, In : Computers and Education. 56, 4, p. 990-1002 13 p.

Research output: Contribution to journalArticle

25 Citations (Scopus)
2010

Field programmable gate array-based Haar classifier for accelerating face detection algorithm

Gao, C., Lu, S. L., Suh, T. & Lim, H., 2010 Jun 1, In : IET Image Processing. 4, 3, p. 184-194 11 p., IIPEAT000004000003000184000001.

Research output: Contribution to journalArticle

9 Citations (Scopus)

Natural language-based user interface for mobile devices with limited resources

Park, S. Y., Byun, J., Rim, H. C., Lee, D. G. & Lim, H., 2010 Nov 1, In : IEEE Transactions on Consumer Electronics. 56, 4, p. 2086-2092 7 p., 5681076.

Research output: Contribution to journalArticle

6 Citations (Scopus)
2009

A closed-form solution of linear spectral transformation for robust speech recognition

Kim, D. & Yook, D., 2009 Aug 1, In : ETRI Journal. 31, 4, p. 454-456 3 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)
2007

Automatic word spacing using probabilistic models based on character n-grams

Lee, D. G., Rim, H. C. & Yook, D., 2007 Jan 1, In : IEEE Intelligent Systems. 22, 1, p. 28-35 8 p.

Research output: Contribution to journalArticle

17 Citations (Scopus)
2004

Management of fault tolerance information for coordinated checkpointing protocol without sympathetic rollbacks

Chung, K. S., Lee, Y. J., Yu, H. C. & Lee, W. G., 2004 Mar 1, In : Journal of Information Science and Engineering. 20, 2, p. 379-390 12 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)
2001

Revisiting transaction management in multidatabase systems

Lee, S-G., Hwang, C. S. & Yu, H., 2001 Jan 1, In : Distributed and Parallel Databases. 9, 1, p. 39-65 27 p.

Research output: Contribution to journalArticle

2000

Stitching reliability for estimating camera focal length in panoramic image mosaicing

Kim, H. S., Kim, H. C., Lee, W. K. & Kim, C. H., 2000 Dec 1, In : Proceedings - International Conference on Pattern Recognition. 15, 1, p. 596-599 4 p.

Research output: Contribution to journalArticle

7 Citations (Scopus)