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» A New Class Based Associative Classification Algorithm
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110
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IFIP
1998
Springer
15 years 6 months ago
A new traffic control algorithm for ABR service
The paper describes an original approach for the ABR service in the ATM network. It belongs to the explicite rate (ER) class and assumes that the ER parameter corresponds to the i...
A. Bak, Wojciech Burakowski
134
Voted
HICSS
2003
IEEE
123views Biometrics» more  HICSS 2003»
15 years 7 months ago
A Two-Level Approach to Making Class Predictions
In this paper we propose a new two-level methodology for assessing countries’/companies’ economic/financial performance. The methodology is based on two major techniques of gr...
Adrian Costea, Tomas Eklund
BIBE
2001
IEEE
15 years 5 months ago
Gene Classification using Expression Profiles: A Feasibility Study
As various genome sequencing projects have already been completed or are near completion, genome researchers are shifting their focus from structural genomics to functional genomi...
Michihiro Kuramochi, George Karypis
ICPR
2004
IEEE
16 years 3 months ago
Two-Stage Classification System combining Model-Based and Discriminative Approaches
For the tasks of classification, two types of patterns can generate problems: ambiguous patterns and outliers. Furthermore, it is possible to separate classification algorithms in...
Jonathan Milgram, Mohamed Cheriet, Robert Sabourin
IJON
2006
104views more  IJON 2006»
15 years 2 months ago
Kernel methods and the exponential family
The success of Support Vector Machine (SVM) gave rise to the development of a new class of theoretically elegant learning machines which use a central concept of kernels and the a...
Stéphane Canu, Alexander J. Smola