Output details
11 - Computer Science and Informatics
University of Kent
Output title
Improving the performance of hierarchical classification with swarm intelligence
Type
E - Conference contribution
Name of conference/published proceedings
6th European Conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
Volume number
4973
Issue number
-
First page of article
48
ISSN of proceedings
0302-9743
Year of publication
2008
URL
-
Number of additional authors
1
Additional information
<24> This paper proposes a new computational data mining method for the challenging bioinformatics problem of predicting hierarchical protein functions (i.e. functions organized in a hierarchy from more generic to more specific functions) based on physicochemical properties of the sequence of amino acids of proteins. It received the best paper award in the conference, out of 63 papers submitted to peer-review. The research described in this paper was extended in two journal papers (Journal of Artificial Evolution and Applications, 2008; Soft Computing, 2009) and a highly-cited survey paper published in the Data Mining and Knowledge Discovery journal, 2011.
Interdisciplinary
-
Cross-referral requested
-
Research group
I - Computational Intelligence Group
Citation count
8
Proposed double-weighted
No
Double-weighted statement
-
Reserve for a double-weighted output
No
Non-English
No
English abstract
-
