Human-inspired AI Computing Research Center

Research Output

2020
6 Citations (Scopus)

Ancient Korean Neural Machine Translation

Park, C., Lee, C., Yang, Y. & Lim, H., 2020, In : IEEE Access. 8, p. 116617-116625 9 p., 9125904.

Research output: Contribution to journalArticle

Open Access

Comparison of the Evaluation Metrics for Neural Grammatical Error Correction with Overcorrection

Park, C., Yang, Y., Lee, C. & Lim, H., 2020, In : IEEE Access. 8, p. 106264-106272 9 p., 9102992.

Research output: Contribution to journalArticle

Open Access

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
1 Citation (Scopus)

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

Neural spelling correction: translating incorrect sentences to correct sentences for multimedia

Park, C., Kim, K., Yang, Y. W., Kang, M. & Lim, H., 2020, (Accepted/In press) In : Multimedia Tools and Applications.

Research output: Contribution to journalArticle

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

Predicting course achievement of university students based on their procrastination behaviour on Moodle

Yang, Y., Hooshyar, D., Pedaste, M., Wang, M., Huang, Y. M. & Lim, H., 2020, (Accepted/In press) In : Soft Computing.

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

A comparative analysis of emotional words for learning effectiveness in online education

Jo, J., Yang, Y., Kim, G. & Lim, H., 2019 Jan 1, EDM 2019 - Proceedings of the 12th International Conference on Educational Data Mining. Lynch, C. F., Merceron, A., Desmarais, M. & Nkambou, R. (eds.). International Educational Data Mining Society, p. 591-594 4 p. (EDM 2019 - Proceedings of the 12th International Conference on Educational Data Mining).

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

A semantic-based video scene segmentation using a deep neural network

Ji, H., Hooshyar, D., Kim, K. & Lim, H., 2019 Dec 1, In : Journal of Information Science. 45, 6, p. 833-844 12 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

AutoThinking: An Adaptive Computational Thinking Game

Hooshyar, D., Lim, H., Pedaste, M., Yang, K., Fathi, M. & Yang, Y., 2019 Jan 1, Innovative Technologies and Learning - 2nd International Conference, ICITL 2019, Proceedings. Rønningsbakk, L., Wu, T-T., Sandnes, F. E. & Huang, Y-M. (eds.). Springer, p. 381-391 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11937 LNCS).

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

1 Citation (Scopus)

Comparative fatigue life assessment of wind turbine blades operating with different regulation schemes

Choi, H. S., Yu, H., Lee, E. Y., Loza, B., Pacheco-Chérrez, J., Cárdenas, D., Minchala, L. I. & Probst, O., 2019 Nov 1, In : Applied Sciences (Switzerland). 9, 21, 4632.

Research output: Contribution to journalArticle

Open Access
2 Citations (Scopus)

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)

Implementation of Low-Latency Message Delivery for Serverless Based Workflow

Hwang, S., Choi, H. & Yu, H., 2019 Nov, Proceedings - 2019 IEEE 16th International Conference on Mobile Ad Hoc and Smart Systems Workshops, MASSW 2019. Institute of Electrical and Electronics Engineers Inc., p. 170-171 2 p. 9059431. (Proceedings - 2019 IEEE 16th International Conference on Mobile Ad Hoc and Smart Systems Workshops, MASSW 2019).

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

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

NIOECM: A network I/O event control mechanism to provide fairness of network performance among vms with same resource configuration in virtualized environment

Lee, J., Kang, J. & Yu, H., 2019 Jan 1, Internet and Distributed Computing Systems 12th International Conference, IDCS 2019, Proceedings. Montella, R., Ciaramella, A., Fortino, G., Guerrieri, A. & Liotta, A. (eds.). Springer, p. 271-283 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11874 LNCS).

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

Performance Improvement of Ordering and Endorsement Phase in Hyperledger Fabric

Kwon, M. & Yu, H., 2019 Oct, 2019 6th International Conference on Internet of Things: Systems, Management and Security, IOTSMS 2019. Alsmirat, M. & Jararweh, Y. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 428-432 5 p. 8939202. (2019 6th International Conference on Internet of Things: Systems, Management and Security, IOTSMS 2019).

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

SafeDB: Spark acceleration on FPGA clouds with enclaved data processing and bitstream protection

Kim, H. Y., Myung, R., Hong, B., Yu, H., Suh, T., Xu, L. & Shi, W., 2019 Jul 1, Proceedings - 2019 IEEE International Conference on Cloud Computing, CLOUD 2019 - Part of the 2019 IEEE World Congress on Services. Bertino, E., Chang, C. K., Chen, P., Damiani, E., Goul, M. & Oyama, K. (eds.). IEEE Computer Society, p. 107-114 8 p. 8814561. (IEEE International Conference on Cloud Computing, CLOUD; vol. 2019-July).

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

2018

Analysis of parallel training algorithms for deep neural networks

Lee, H., Lee, K., Yoo, I. C. & Yook, D., 2018 Dec, Proceedings - 2018 International Conference on Computational Science and Computational Intelligence, CSCI 2018. Institute of Electrical and Electronics Engineers Inc., p. 1462-1463 2 p. 8947467. (Proceedings - 2018 International Conference on Computational Science and Computational Intelligence, CSCI 2018).

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

Developing a hybrid collaborative filtering recommendation system with opinion mining on purchase review

Yun, Y., Hooshyar, D., Jo, J. & Lim, H., 2018 Jun 1, In : Journal of Information Science. 44, 3, p. 331-344 14 p.

Research output: Contribution to journalArticle

21 Citations (Scopus)

Interactive digital textbook development methodology for higher education

Chung, K. S., Byun, H. W., Kim, S. & Yu, H. C., 2018, In : International Journal on Advanced Science, Engineering and Information Technology. 8, 4-2, p. 1534-1539 6 p.

Research output: Contribution to journalArticle

Open Access
2 Citations (Scopus)
2017

A survey on data-driven approaches in educational games

Hooshyar, D., Lee, C. & Lim, H., 2017 Feb 13, Proceeding - 2016 2nd International Conference on Science in Information Technology, ICSITech 2016: Information Science for Green Society and Environment. Institute of Electrical and Electronics Engineers Inc., p. 291-295 5 p. 7852650. (Proceeding - 2016 2nd International Conference on Science in Information Technology, ICSITech 2016: Information Science for Green Society and Environment).

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

1 Citation (Scopus)

Optimizing parallelism of big data analytics at distributed computing system

Myung, R., Yu, H. & Lee, D., 2017, In : International Journal on Advanced Science, Engineering and Information Technology. 7, 5, p. 1716-1721 6 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)
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)

How to judge learning on online learning minimum learning judgment system

Jo, J. & Lim, H. S., 2016 Jan 1, p. 597-598. 2 p.

Research output: Contribution to conferencePaper

2 Citations (Scopus)
2014

A computational model explaining language phenomena on Korean visual word recognition

Park, K. & Lim, H., 2014 Mar, In : Cognitive Systems Research. 27, p. 11-24 14 p.

Research output: Contribution to journalArticle

Estimated interval-based checkpointing (EIC) on spot instances in cloud computing

Jung, D., Lim, J., Yu, H. & Suh, T., 2014, In : Journal of Applied Mathematics. 2014, 217547.

Research output: Contribution to journalArticle

5 Citations (Scopus)

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

A deadlock detection algorithm using gossip in cloud computing environments

Lim, J. B., Suh, T. W. & Yu, H. C., 2013, Ubiquitous Information Technologies and Applications, CUTE 2012. p. 781-789 9 p. (Lecture Notes in Electrical Engineering; vol. 214 LNEE).

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

3 Citations (Scopus)

A development of learning widget on m-learning and e-learning environments

Kim, S., Kim, H. & Han, S., 2013 Feb 1, In : Behaviour and Information Technology. 32, 2, p. 190-202 13 p.

Research output: Contribution to journalReview article

14 Citations (Scopus)

An efficient audio fingerprint search algorithm for music retrieval

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

Research output: Contribution to journalArticle

8 Citations (Scopus)

An unstructured termination detection algorithm using gossip in cloud computing environments

Lim, J. B., Chung, K. S., Gil, J. M., Suh, T. W. & Yu, H. C., 2013, Architecture of Computing Systems, ARCS 2013 - 26th International Conference, Proceedings. p. 1-12 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7767 LNCS).

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

4 Citations (Scopus)

Enhancing digital fluency through a training program for creative problem solving using computer programming

Kim, S., Chung, K. & Yu, H., 2013 Sep, In : Journal of Creative Behavior. 47, 3, p. 171-199 29 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Fault tolerance technique based on monitoring and pattern for reliable resource management in mobile cloud computing

Park, J., Yu, H. & Lee, E., 2013, In : Journal of Internet Technology. 14, 6, p. 997-1005 9 p.

Research output: Contribution to journalArticle

7 Citations (Scopus)

Fault tolerance technique using replication and checkpoint in mobile grid

Choi, S. K., Lee, J. H., Yu, H. C. & Lee, H. M., 2013 Mar, In : Information (Japan). 16, 3 B, p. 2325-2333 9 p.

Research output: Contribution to journalArticle

Performance evaluation of many-core systems: Case study with TILEPro64

Kim, H. Y., Kim, Y. H., Yu, H. C. & Suh, T., 2013, In : IET Computers and Digital Techniques. 7, 4, p. 143-154 12 p.

Research output: Contribution to journalArticle

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

Chang, J. K., Ryoo, S. & Lim, H., 2013 Jul, 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

The biometric based mobile ID and its application to electronic voting

Yun, S. H. & Lim, H. S., 2013 Jan 30, In : KSII Transactions on Internet and Information Systems. 7, 1, p. 166-183 18 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Unsupervised adaptation without estimated transriptions

Lee, H. & Yook, D., 2013 Oct 18, 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. p. 7918-7921 4 p. 6639206. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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