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PRIB
2009
Springer
135views Bioinformatics» more  PRIB 2009»
15 years 7 months ago
Sequential Hierarchical Pattern Clustering
Abstract. Clustering is a widely used unsupervised data analysis technique in machine learning. However, a common requirement amongst many existing clustering methods is that all p...
Bassam Farran, Amirthalingam Ramanan, Mahesan Nira...
112
Voted
DDECS
2008
IEEE
137views Hardware» more  DDECS 2008»
15 years 7 months ago
Cluster-based Simulated Annealing for Mapping Cores onto 2D Mesh Networks on Chip
Abstract—In Network-on-Chip (NoC) application design, coreto-node mapping is an important but intractable optimization problem. In the paper, we use simulated annealing to tackle...
Zhonghai Lu, Lei Xia, Axel Jantsch
111
Voted
FGR
2008
IEEE
147views Biometrics» more  FGR 2008»
15 years 7 months ago
Unsupervised clustering for google searches of celebrity images
How do we identify images of the same person in photo albums? How can we find images of a particular celebrity using web image search engines? These types of tasks require solvin...
Alex Holub, Pierre Moreels, Pietro Perona
109
Voted
ICASSP
2008
IEEE
15 years 7 months ago
Probabilistic framework for gene expression clustering validation based on gene ontology and graph theory
Based on the correlation between expression and ontologydriven gene similarity, we incorporate functional annotations into gene expression clustering validation. A probabilistic f...
Yinyin Yuan, Chang-Tsun Li
103
Voted
KBSE
2008
IEEE
15 years 7 months ago
A Framework for Dynamic Service Discovery
- Service discovery has been recognised as an important activity for service-based systems. In this paper we describe a framework for dynamic service discovery that supports the id...
Andrea Zisman, George Spanoudakis, James Dooley