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» A New Class Based Associative Classification Algorithm
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ICTAI
2007
IEEE
15 years 8 months ago
Accurate Classification of SAGE Data Based on Frequent Patterns of Gene Expression
In this paper we present a method for classifying accurately SAGE (Serial Analysis of Gene Expression) data. The high dimensionality of the data, namely the large number of featur...
George Tzanis, Ioannis P. Vlahavas
FLAIRS
2007
15 years 4 months ago
Enhancing the Performance of Semi-Supervised Classification Algorithms with Bridging
Traditional supervised classification algorithms require a large number of labelled examples to perform accurately. Semi-supervised classification algorithms attempt to overcome t...
Jason Chan, Josiah Poon, Irena Koprinska
118
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IEAAIE
2009
Springer
15 years 8 months ago
Incremental Mining of Ontological Association Rules in Evolving Environments
The process of knowledge discovery from databases is a knowledge intensive, highly user-oriented practice, thus has recently heralded the development of ontology-incorporated data ...
Ming-Cheng Tseng, Wen-Yang Lin
ECML
2006
Springer
15 years 6 months ago
Constant Rate Approximate Maximum Margin Algorithms
We present a new class of perceptron-like algorithms with margin in which the "effective" learning rate, defined as the ratio of the learning rate to the length of the we...
Petroula Tsampouka, John Shawe-Taylor
LCN
1996
IEEE
15 years 6 months ago
A Class-Chest for Deriving Transport Protocols
Development of new transport protocols or protocol algorithms suffers from the complexity of the envir onment in which they ar e intended to run. Modeling techniques attempt to av...
W. Timothy Strayer