Directions
AI 기술을 제품과 사회에 반영하기 위해서는 요구되는 계산량 및 전송량을 감당할 고성능 시스템 및 네트워킹이 필수적이다. 반면, AI 기술을 이용하여 시스템 및 네트워크를 최적화하거나 새로운 디자인을 고안하는 연구도 활발히 진행되고 있다.
Bayesian inductive learning in group recommendations for seen and unseen groups
Kwang Hee Lee, Myoung Ho Kim
INFORMATION SCIENCES
2022
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고차 그래프 뉴럴 네트워크를 활용한 이질형 그래프에서의 링크 예측
안성진, 김명호
정보과학회 컴퓨팅의 실제 논문지
2022
노드와 링크간의 상호작용을 동시에 반영한 그래프 어텐션 네트워크 기반 지식 그래프 임베딩
김준선, 김명호
정보과학회 논문지
2022
DGC: Dynamic Group Behavior Modeling that utilizes Context Information for Group Recommendation
Hyunji Jeong, Kwang Hee Lee, Myoung Ho Kim
KNOWLEDGE-BASED SYSTEMS
2021
I/O Efficient Structural Clustering and Maintenance of Clusters for Large-scale Graphs
Junghyuk Seo, Myoung Ho Kim
EXPERT SYSTEMS WITH APPLICATIONS
2021
Case Study Investigation of the Fault Detection and Error Locating Effects of Architecture-based Software Testing
Lee, Jihyun, Sungwon Kang
INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING
2020
Utilizing adjacency of colleagues and type correlations for enhanced link prediction
Hyunji Jeong, Myoung Ho Kim
DATA & KNOWLEDGE ENGINEERING
2020
HGGC: A hybrid group recommendation model considering group cohesion
Hyunji Jeong, Myoung Ho Kim
EXPERT SYSTEMS WITH APPLICATIONS
2019
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A System to Analyze Group Socializing Behaviors in Social Parties
Hyukjae Jang, Choe, Sungwon P., Gunkel, Simon N. B., Kang, Seungwoo, Junehwa Song
IEEE Transactions on Human-Machine Systems
2017
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Real-Time Scheduling for Preventing Information Leakage with Preemption Overheads
백형부, 이진규, 이재원, 김평, Kang, Brent Byunghoon
Advances in Electrical and Computer Engineering
2017
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An Enhanced Rule-Based Web Scanner Based on Similarity Score
MinSoo Lee, Lee, Younho, Hyunsoo Yoon
ADVANCES IN ELECTRICAL AND COMPUTER ENGINEERING
2016
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An efficient top-k query processing framework in mobile sensor networks
Hee Jung Yang, Chin-Wan Chung, Myoung Ho Kim
DATA & KNOWLEDGE ENGINEERING
2016
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Data Randomization and Cluster-Based Partitioning for Botnet Intrusion Detection
Omar Y. Al-Jarrah, Omar Alhussein, Paul D. Yoo, Sami Muhaidat, Taha, K., Kwangjo Kim
IEEE TRANSACTIONS ON CYBERNETICS
2016
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A Comparison of Software Product Line Traceability Approaches from End-to-End Traceability Perspectives
Kim, Jingyu, Sungwon Kang, Lee, Jihyun
INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING
2014
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An effective dissimilarity measure for clustering of high-dimensional categorical data
Lee, Jeonghoon, Yoon-Joon Lee
KNOWLEDGE AND INFORMATION SYSTEMS
2014
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Architecture-Based Planning of Software Evolution
Sungwon Kang, Garlan, David
INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING
2014
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Time-slide window join over data streams
Kim, Hyeon Gyu, Park, Yoo Hyun, Cho, Yang Hyun, Myoung Ho Kim
JOURNAL OF INTELLIGENT INFORMATION SYSTEMS
2014
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An Effective Dissimilarity Measure for Clustering of High Dimensional Categorical Data
Jeonghoon Lee, Yoon-Joon Lee
KNOWLEDGE AND INFORMATION SYSTEMS
2013
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Bichromatic Buckets: An Effective Technique to Improve the Accuracy of Histograms for Geographic Data Points
Hai Thanh Mai, Kim, Jaeho, Myoung Ho Kim
DATA & KNOWLEDGE ENGINEERING
2013
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Disputant Relation-Based Classification for Contrasting Opposing Views of Contentious News Issues
Park, Souneil, Kim, Jungil, Lee, Kyung Soon, Junehwa Song
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
2013
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