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» Incremental Algorithms for Hierarchical Classification
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IJCAI
2007
13 years 10 months ago
Incremental Construction of Structured Hidden Markov Models
This paper presents an algorithm for inferring a Structured Hidden Markov Model (S-HMM) from a set of sequences. The S-HMMs are a sub-class of the Hierarchical Hidden Markov Model...
Ugo Galassi, Attilio Giordana, Lorenza Saitta
SIGCSE
1999
ACM
123views Education» more  SIGCSE 1999»
14 years 1 months ago
Do we teach the right algorithm design techniques?
Algorithms have cometo be recognizedasthe cornerstone of computing. Surprisingly, there has been little research or discussion of general techniques for designing algorithms. Thou...
Anany Levitin
NN
2008
Springer
153views Neural Networks» more  NN 2008»
13 years 8 months ago
A biologically motivated visual memory architecture for online learning of objects
We present a biologically motivated architecture for object recognition that is based on a hierarchical feature-detection model in combination with a memory architecture that impl...
Stephan Kirstein, Heiko Wersing, Edgar Körner
KDD
2002
ACM
170views Data Mining» more  KDD 2002»
14 years 9 months ago
Enhanced word clustering for hierarchical text classification
In this paper we propose a new information-theoretic divisive algorithm for word clustering applied to text classification. In previous work, such "distributional clustering&...
Inderjit S. Dhillon, Subramanyam Mallela, Rahul Ku...
ICDM
2002
IEEE
143views Data Mining» more  ICDM 2002»
14 years 1 months ago
Automatic Web Page Classification in a Dynamic and Hierarchical Way
Automatic classification of web pages is an effective way to deal with the difficulty of retrieving information from the Internet. Although there are many automatic classification...
Xiaogang Peng, Ben Choi