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ICDM
2007
IEEE
124views Data Mining» more  ICDM 2007»
15 years 8 months ago
Local Probabilistic Models for Link Prediction
One of the core tasks in social network analysis is to predict the formation of links (i.e. various types of relationships) over time. Previous research has generally represented ...
Chao Wang, Venu Satuluri, Srinivasan Parthasarathy
IJCAI
2007
15 years 3 months ago
Semantic Smoothing of Document Models for Agglomerative Clustering
In this paper, we argue that the agglomerative clustering with vector cosine similarity measure performs poorly due to two reasons. First, the nearest neighbors of a document belo...
Xiaohua Zhou, Xiaodan Zhang, Xiaohua Hu
149
Voted
PRIS
2004
15 years 3 months ago
Comparison of Combination Methods using Spectral Clustering Ensembles
We address the problem of the combination of multiple data partitions, that we call a clustering ensemble. We use a recent clustering approach, known as Spectral Clustering, and th...
André Lourenço, Ana L. N. Fred
113
Voted
JOT
2007
100views more  JOT 2007»
15 years 1 months ago
Software Design Metrics for Object-Oriented Software
The importance of software measurement is increasing leading to development of new measurement techniques. As the development of object-oriented software is rising, more and more ...
K. K. Aggarwal, Yogesh Singh, Arvinder Kaur, Ruchi...
108
Voted
AUTOMATICA
2002
79views more  AUTOMATICA 2002»
15 years 1 months ago
Robust performance assessment of feedback control systems
Abstract. The proper measure of closed-loop performance variation in the presence of modelplant mismatch is discussed in this paper. A generalized closed-loop error transfer functi...
Sheng Wan, Biao Huang