지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 한국정보처리학회 JIPS(Journal of Information Processing Systems) JIPS(Journal of Information Processing Systems) 제15권 제5호
- 발행연도
- 2019.1
- 수록면
- 1,055 - 1,067 (13page)
이용수
초록· 키워드
오류제보하기
In view of the deficiencies of existing weighted similarity indexes, a hierarchical clustering method initializeexpand-merge (IEM) is proposed based on the similarity of common neighbors for community discovery inweighted networks. Firstly, the similarity of the node pair is defined based on the attributes of their commonneighbors. Secondly, the most closely related nodes are fast clustered according to their similarity to form initialcommunities and expand the communities. Finally, communities are merged through maximizing themodularity so as to optimize division results. Experiments are carried out on many weighted networks, whichhave verified the effectiveness of the proposed algorithm. And results show that IEM is superior to weightedcommon neighbor (CN), weighted Adamic-Adar (AA) and weighted resources allocation (RA) when usingthe weighted modularity as evaluation index. Moreover, the proposed algorithm can achieve more reasonablecommunity division for weighted networks compared with cluster-recluster-merge-algorithm (CRMA)algorithm.
목차
등록된 정보가 없습니다.
참고문헌 (13)
참고문헌 신청
M. E. J. Newman / 2004 / Analysis of weighted networks / Physical Review E 70(5)
K. Subramani / 2011 / Density-based community detection in social networks / Proceedings of 2011 IEEE 5th International Conference on Internet Multimedia Systems Architecture and Application :1~8
R. Liu / 2014 / Weighted graph clustering for community detection of large social networks / Procedia Computer Science 31:85~94
T. Sharma / 2012 / Finding communities in weighted signed social networks / Proceedings of 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining :978~982
Z. Lu / 2013 / Community detection in weighted networks: algorithms and applications / Proceedings of 2013 IEEE International Conference on Pervasive Computing and Communications (PerCom) :179~184
K. Subramani / 2011 / Density-based community detection in social networks / Proceedings of 2011 IEEE 5th International Conference on Internet Multimedia Systems Architecture and Application :1~8
R. Liu / 2014 / Weighted graph clustering for community detection of large social networks / Procedia Computer Science 31:85~94
T. Sharma / 2012 / Finding communities in weighted signed social networks / Proceedings of 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining :978~982
Z. Lu / 2013 / Community detection in weighted networks: algorithms and applications / Proceedings of 2013 IEEE International Conference on Pervasive Computing and Communications (PerCom) :179~184
함께 읽어보면 좋을 논문
논문 유사도에 따라 DBpia 가 추천하는 논문입니다. 함께 보면 좋을 연관 논문을 확인해보세요!
-
Weighted reliability-based design optimization
대한기계학회 춘추학술대회
2021 .08
-
Accurate Prediction and Analysis of College Students" Performance from Online Learning Behavior Data
IEIE Transactions on Smart Processing & Computing
2023 .10
-
Lazy Learning for Nonparametric Locally Weighted Regression
INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS
2020 .06
-
Weighted Local Naive Bayes Link Prediction
JIPS(Journal of Information Processing Systems)
2017 .01
-
가중치 평균을 이용한 머신러닝 알고리즘
한국정보통신학회 종합학술대회 논문집
2020 .10
-
테스트 노드 기반 Weighted Centroid Localization 알고리즘의 특성 분석
한국통신학회 학술대회논문집
2016 .01
-
무선통신망의 최대 가중치 독립집합 문제에 관한 분산형 알고리즘
한국인터넷방송통신학회 논문지
2019 .01
-
Nearest-Neighbors Based Weighted Method for the BOVW Applied to Image Classification
Journal of Electrical Engineering & Technology
2015 .07
-
Distance-transform 기반의 boundary weighted loss를 적용한 접합된 개체 분할 알고리즘
대한전자공학회 학술대회
2022 .06
-
Residual Convolutional Neural Network Revisited with Active Weighted Mapping
한국지능정보시스템학회 학술대회논문집
2018 .11
-
Seeking the Optimal Bypass Line to Improve Discharge Capacity of Urban Drainage Networks: A Focus on Weighted Directed Network Analysis
대한토목학회 학술대회
2024 .10
-
Weighted Erlang and Lomax Distributions : Their Properties and Applications to Water Quality Inspection
Industrial Engineering & Management Systems
2017 .09
-
테스트 노드 기반 Weighted Centroid Localization 알고리즘을 위한 가중치 할당 기법 연구
한국통신학회 학술대회논문집
2016 .01
-
사례분석을 통한 Weighted Summation 방식 변압기 Health Index의 성능 평가
대한전기학회 학술대회 논문집
2019 .07
-
Identification of Continuous-Time Low-Order Models via Weighted Moments
제어로봇시스템학회 국제학술대회 논문집
2018 .10
-
Efficient Allocation of Charging Stations for Urban Logistics Using Weighted K-Means
한국정보과학회 학술발표논문집
2022 .12
-
가중 프로세스 잡음에 기반한 𝛼 − 𝛽 필터 설계
한국철도학회 학술발표대회논문집
2024 .11
-
Sensor-Triggered Weighted Prediction for High Efficiency Video Coding
대한전자공학회 학술대회
2017 .01
-
Scalable Compression of a Weighted Graph
한국정보과학회 학술발표논문집
2016 .06
-
효과적인 최적 프레임 선택을 위한 Self-Channel Attention Head 및 Weighted Margin Ranking Loss
대한전자공학회 학술대회
2022 .06
이 논문의 저자 정보
최근 본 자료
댓글(0)
0