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EDM
2010
174views Data Mining» more  EDM 2010»
15 years 3 months ago
Clustering Student Learning Activity Data
We show a variety of ways to cluster student activity datasets using different clustering and subspace clustering algorithms. Our results suggest that each algorithm has its own st...
Haiyun Bian
138
Voted
CCGRID
2006
IEEE
15 years 5 months ago
IPMI-based Efficient Notification Framework for Large Scale Cluster Computing
The demand for an efficient fault tolerance system has led to the development of complex monitoring infrastructure, which in turn has created an overwhelming task of data and even...
Chokchai Leangsuksun, Tirumala Rao, Anand Tikoteka...
CCGRID
2010
IEEE
15 years 2 months ago
A Bi-criteria Algorithm for Scheduling Parallel Task Graphs on Clusters
Applications structured as parallel task graphs exhibit both data and task parallelism, and arise in many domains. Scheduling these applications on parallel platforms has been a lo...
Frédéric Desprez, Frédé...
ICCV
2005
IEEE
16 years 3 months ago
Probabilistic Boosting-Tree: Learning Discriminative Models for Classification, Recognition, and Clustering
In this paper, a new learning framework?probabilistic boosting-tree (PBT), is proposed for learning two-class and multi-class discriminative models. In the learning stage, the pro...
Zhuowen Tu
IPPS
2002
IEEE
15 years 6 months ago
Communication Characteristics of Large-Scale Scientific Applications for Contemporary Cluster Architectures
This paper examines the explicit communication characteristics of several sophisticated scientific applications, which, by themselves, constitute a representative suite of publicl...
Jeffrey S. Vetter, Frank Mueller