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ICANN
2010
Springer
15 years 6 months ago
Visualising Clusters in Self-Organising Maps with Minimum Spanning Trees
Abstract. The Self-Organising Map (SOM) is a well-known neuralnetwork model that has successfully been used as a data analysis tool in many different domains. The SOM provides a to...
Rudolf Mayer, Andreas Rauber
SOFSEM
2005
Springer
15 years 10 months ago
Discovering Treewidth
Abstract. Treewidth is a graph parameter with several interesting theoretical and practical applications. This survey reviews algorithmic results on determining the treewidth of a ...
Hans L. Bodlaender
JMLR
2010
179views more  JMLR 2010»
15 years 4 days ago
PAC-Bayesian Analysis of Co-clustering and Beyond
We derive PAC-Bayesian generalization bounds for supervised and unsupervised learning models based on clustering, such as co-clustering, matrix tri-factorization, graphical models...
Yevgeny Seldin, Naftali Tishby
ICPR
2006
IEEE
16 years 6 months ago
An Efficient Radical-Based Algorithm for Stroke-Order-Free Online Kanji Character Recognition
This paper investigates improvements of an online handwriting stroke-order analysis algorithm -- cube search, based on cube graph stroke-order generation model and dynamic program...
Hiroaki Sakoe, Seiichi Uchida, Wenjie Cai
SLIP
2009
ACM
15 years 12 months ago
Honeycomb-structured computational interconnects and their scalable extension to spherical domains
The present paper is part of a larger effort to redesign, from the ground up, the best possible interconnect topologies for switchless multiprocessor computer systems. We focus he...
Joseph B. Cessna, Thomas R. Bewley