Human-inspired AI Computing Research Center

Research Output 1999 2019

  • 50 Citations
  • 3 h-Index
  • 9 Article
  • 5 Conference contribution
  • 1 Paper
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
news
coders
transformers
readers
Internet
2 Citations (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

Global positioning system
Recommendations
Markov processes
User Preferences
Sparsity

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

Knowledge management
knowledge management
communication technology
Data storage equipment
dialogue
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

Cloud computing
Artificial intelligence
Mobile computing
Fog
Computer science

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
Servers
Scheduling
Degradation
scheduling
Processing

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
Metadata
Neural networks
Statistical Models

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

Network Performance
Network performance
Fairness
Virtual Machine
Configuration

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

Throughput
Processing
Endorsements
Performance improvement
Industry

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

Electric sparks
Field programmable gate arrays (FPGA)
Data storage equipment
Security of data
Cryptography
Collaborative filtering
Recommender systems
Feedback
User preferences
Knowledge-based
2016
1 Citation (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

Learning systems
Students
Watches
Data mining
Education
2011
23 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

Korea
Students
computer science
Computer science
Curricula
2001
3 Citations (Scopus)

Optimistic scheduling algorithm for mobile transactions based on reordering

Kim, S., Hwang, C. S., Yu, H. & Lee, S-G., 2001, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 1987. p. 105-117 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1987).

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

Reordering
Scheduling algorithms
Scheduling Algorithm
Transactions
Servers

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

Transactions
Transaction Processing
Processing
Deadlock
Atomicity
1999
20 Citations (Scopus)

Supporting transactional cache consistency in mobile database systems

Lee, S-G., Hwang, C. S. & Yu, H., 1999 Aug 1, Proceedings of the 1st ACM International Workshop on Data Engineering for Wireless and Mobile Access, MobiDe 1999. Association for Computing Machinery, Inc, p. 6-13 8 p.

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

Concurrency control
Mobile computing
Network protocols
Servers
Analytical models