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» Chameleon: Hierarchical Clustering Using Dynamic Modeling
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IJCAI
1997
15 years 2 months ago
On the Role of Hierarchy for Neural Network Interpretation
In this paper, we concentrate on the expressive power of hierarchical structures in neural networks. Recently, the so-called SplitNet model was introduced. It develops a dynamic n...
Jürgen Rahmel, Christian Blum, Peter Hahn
SPIN
2005
Springer
15 years 6 months ago
Behavioural Models for Hierarchical Components
We describe a method for the specification and verification of the dynamic behaviour of component systems. Building applications using a component framework allows the developers...
Tomás Barros, Ludovic Henrio, Eric Madelain...
AIRS
2006
Springer
15 years 5 months ago
A Novel Ant-Based Clustering Approach for Document Clustering
Recently, much research has been proposed using nature inspired algorithms to perform complex machine learning tasks. Ant Colony Optimization (ACO) is one such algorithm based on s...
Yulan He, Siu Cheung Hui, Yongxiang Sim
ACPC
1999
Springer
15 years 5 months ago
Modeling and Scheduling for MPEG-4 Based Video Encoder Using a Cluster of Workstations
In this paper, we first present an Object Composition Petri Nets (OCPN) based model methodology for describing the dynamic behaviour of the multiple video objects and user interac...
Yong He, Ishfaq Ahmad, Ming L. Liou
RECOMB
2010
Springer
15 years 7 months ago
Hierarchical Generative Biclustering for MicroRNA Expression Analysis
Clustering methods are a useful and common first step in gene expression studies, but the results may be hard to interpret. We bring in explicitly an indicator of which genes tie ...
José Caldas, Samuel Kaski