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» Towards Using Fewer Features for Text Classification
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TCBB
2010
163views more  TCBB 2010»
13 years 5 days ago
Classification of Protein-Protein Interaction Full-Text Documents Using Text and Citation Network Features
Abstract--We participated (as Team 9) in the Article Classification Task of the Biocreative II.5 Challenge: binary classification of fulltext documents relevant for protein-protein...
Artemy Kolchinsky, Alaa Abi-Haidar, Jasleen Kaur, ...
SMC
2007
IEEE
133views Control Systems» more  SMC 2007»
13 years 11 months ago
Text classification using multi-word features
—We carried out a series of experiments on text classification using multi-word features. An automated method was proposed to extract the multi-words from text data set and two d...
Wen Zhang, Taketoshi Yoshida, Xijin Tang
ECCV
2004
Springer
14 years 7 months ago
Towards Intelligent Mission Profiles of Micro Air Vehicles: Multiscale Viterbi Classification
In this paper, we present a vision system for object recognition in aerial images, which enables broader mission profiles for Micro Air Vehicles (MAVs). The most important factors ...
Sinisa Todorovic, Michael C. Nechyba
GECCO
2010
Springer
160views Optimization» more  GECCO 2010»
13 years 10 months ago
Using feature construction to avoid large feature spaces in text classification
Elijah Mayfield, Carolyn Penstein Rosé
BMCBI
2005
134views more  BMCBI 2005»
13 years 5 months ago
Systematic feature evaluation for gene name recognition
In task 1A of the BioCreAtIvE evaluation, systems had to be devised that recognize words and phrases forming gene or protein names in natural language sentences. We approach this ...
Jörg Hakenberg, Steffen Bickel, Conrad Plake,...