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BMCBI
2006
139views more  BMCBI 2006»
14 years 12 months ago
DNA Molecule Classification Using Feature Primitives
Background: We present a novel strategy for classification of DNA molecules using measurements from an alpha-Hemolysin channel detector. The proposed approach provides excellent c...
Raja Tanveer Iqbal, Matthew Landry, Stephen Winter...
AVBPA
2003
Springer
133views Biometrics» more  AVBPA 2003»
15 years 3 months ago
LUT-Based Adaboost for Gender Classification
There are two main approaches to the problem of gender classification, Support Vector Machines (SVMs) and Adaboost learning methods, of which SVMs are better in correct rate but ar...
Bo Wu, Haizhou Ai, Chang Huang
EH
2003
IEEE
138views Hardware» more  EH 2003»
15 years 5 months ago
Implementing Evolution of FIR-Filters Efficiently in an FPGA
Reconfigurable hardware devices make it possible to change the topology of electronic circuits at runtime. Using reconfigurable devices as a platform for Evolvable hardware (EHW) ...
Knut Arne Vinger, Jim Torresen
KDD
2002
ACM
147views Data Mining» more  KDD 2002»
16 years 6 days ago
A parallel learning algorithm for text classification
Text classification is the process of classifying documents into predefined categories based on their content. Existing supervised learning algorithms to automatically classify te...
Canasai Kruengkrai, Chuleerat Jaruskulchai
KDD
2004
ACM
123views Data Mining» more  KDD 2004»
16 years 6 days ago
A DEA approach for model combination
This paper proposes a novel Data Envelopment Analysis (DEA) based approach for model combination. We first prove that for the 2-class classification problems DEA models identify t...
Zhiqiang Zheng, Balaji Padmanabhan, Haoqiang Zheng