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IJON
2010
199views more  IJON 2010»
13 years 8 months ago
DFS-generated pathways in GA crossover for protein structure prediction
Genetic Algorithms (GAs), as nondeterministic conformational search techniques, are promising for solving protein structure prediction (PSP) problems. The crossover operator of a ...
Tamjidul Hoque, Madhu Chetty, Andrew Lewis, Abdul ...
IJON
2010
112views more  IJON 2010»
13 years 8 months ago
Efficient voting prediction for pairwise multilabel classification
The pairwise approach to multilabel classification reduces the problem to learning and aggregating preference predictions among the possible labels. A key problem is the need to qu...
Eneldo Loza Mencía, Sang-Hyeun Park, Johann...
IJON
2010
107views more  IJON 2010»
13 years 8 months ago
Multiclass support vector classification via coding and regression
Pei-Chun Chen, Kuang-Yao Lee, Tsung-Ju Lee, Yuh-Jy...
IJON
2010
148views more  IJON 2010»
13 years 8 months ago
Integration of heterogeneous data sources for gene function prediction using decision templates and ensembles of learning machin
Several solutions have been proposed to exploit the availability of heterogeneous sources of biomolecular data for gene function prediction, but few attention has been dedicated t...
Matteo Re, Giorgio Valentini
IJON
2010
99views more  IJON 2010»
13 years 10 months ago
Feature evaluation and selection based on neighborhood soft margin
Qinghua Hu, Xunjian Che, Lei Zhang 0006, Daren Yu
IJON
2010
109views more  IJON 2010»
13 years 10 months ago
Supervised learning of local projection kernels
Mehmet Gönen, Ethem Alpaydin
IJON
2010
181views more  IJON 2010»
13 years 10 months ago
Active learning with extremely sparse labeled examples
An active learner usually assumes there are some labeled data available based on which a moderate classifier is learned and then examines unlabeled data to manually label the mos...
Shiliang Sun, David R. Hardoon
IJON
2010
184views more  IJON 2010»
13 years 10 months ago
Human action recognition using extreme learning machine based on visual vocabularies
Rashid Minhas, Aryaz Baradarani, Sepideh Seifzadeh...