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» Mining heterogeneous information networks: the next frontier
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DIS
2009
Springer
14 years 1 months ago
Mining Heterogeneous Information Networks by Exploring the Power of Links
Knowledge is power but for interrelated data, knowledge is often hidden in massive links in heterogeneous information networks. We explore the power of links at mining heterogeneou...
Jiawei Han
AINA
2008
IEEE
14 years 1 months ago
Extending Always Best Connected Paradigm for Voice Communications in Next Generation Wireless Network
Selecting transparently a proper network connection for voice communication will be a fundamental requirement in future multi-mode heterogeneous wireless network. This paper exten...
Tein-Yaw Chung, Fong-Ching Yuan, Yung-Mu Chen, Baw...
KDD
2009
ACM
206views Data Mining» more  KDD 2009»
14 years 7 months ago
Ranking-based clustering of heterogeneous information networks with star network schema
A heterogeneous information network is an information network composed of multiple types of objects. Clustering on such a network may lead to better understanding of both hidden s...
Yizhou Sun, Yintao Yu, Jiawei Han
ICEIS
2008
IEEE
14 years 1 months ago
Next-Generation Misuse and Anomaly Prevention System
Abstract. Network Intrusion Detection Systems (NIDS) aim at preventing network attacks and unauthorised remote use of computers. More accurately, depending on the kind of attack it...
Pablo Garcia Bringas, Yoseba K. Penya
PKDD
2010
Springer
178views Data Mining» more  PKDD 2010»
13 years 4 months ago
Graph Regularized Transductive Classification on Heterogeneous Information Networks
A heterogeneous information network is a network composed of multiple types of objects and links. Recently, it has been recognized that strongly-typed heterogeneous information net...
Ming Ji, Yizhou Sun, Marina Danilevsky, Jiawei Han...