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BIBE
2005
IEEE
13 years 10 months ago
Selecting Informative Genes from Microarray Dataset by Incorporating Gene Ontology
Selecting informative genes from microarray experiments is one of the most important data analysis steps for deciphering biological information imbedded in such experiments. Howev...
Xian Xu, Aidong Zhang
ESCIENCE
2006
IEEE
13 years 10 months ago
GuangQunFangPu: e-Humanities Combining Textual and Botanic Information
In this paper, we propose a lexicon-driven and ontologymerging methodology of constructing diachronic domain knowledge via Sinica BOW, a bilingual ontological lexical resource bas...
Shu-Kai Hsieh, Shu-Ming Chang, Chun-Han Chang, Yi-...
ICCBR
2007
Springer
13 years 10 months ago
Failure Analysis for Domain Knowledge Acquisition in a Knowledge-Intensive CBR System
A knowledge-intensive case-based reasoning system has profit of the domain knowledge, together with the case base. Therefore, acquiring new pieces of domain knowledge should impro...
Amélie Cordier, Béatrice Fuchs, Jean...
ER
2007
Springer
108views Database» more  ER 2007»
13 years 10 months ago
A Framework Supporting the Utilization of Domain Knowledge Embedded in Software
Software systems embed in them knowledge about the domain in which they operate. However, this knowledge is “latent”. Making such knowledge accessible could be of great value ...
Eran Rubin, Yair Wand
AIED
2007
Springer
13 years 10 months ago
Constraint Authoring System: An Empirical Evaluation
Evaluation is an integral part of research that provides a true measure of effectiveness. This paper presents a study conducted to evaluate the effectiveness of CAS, a knowledge ac...
Pramuditha Suraweera, Antonija Mitrovic, Brent Mar...
IJCNN
2007
IEEE
13 years 11 months ago
Agnostic Learning vs. Prior Knowledge Challenge
We organized a challenge for IJCNN 2007 to assess the added value of prior domain knowledge in machine learning. Most commercial data mining programs accept data pre-formatted in ...
Isabelle Guyon, Amir Saffari, Gideon Dror, Gavin C...
ICTAI
2007
IEEE
13 years 11 months ago
Ontology-Based Object Recognition for Remote Sensing Image Interpretation
The multiplication of Very High Resolution (spatial or spectral) remote sensing images appears to be an opportunity to identify objects in urban and periurban areas. The classifi...
Nicolas Durand, Sébastien Derivaux, Germain...
ICDE
2007
IEEE
204views Database» more  ICDE 2007»
13 years 11 months ago
OS_RANK: Structure Analysis for Ontology Ranking
Ontologies have been shown to be beneficial for representing domain knowledge, and are quickly becoming the backbone of the Semantic Web. The need for ontology ranking techniques ...
Wei Yu, Qing Li, Junpeng Chen, Jiaheng Cao
ICDM
2009
IEEE
117views Data Mining» more  ICDM 2009»
13 years 11 months ago
Redistricting Using Heuristic-Based Polygonal Clustering
— Redistricting is the process of dividing a geographic area into districts or zones. This process has been considered in the past as a problem that is computationally too comple...
Deepti Joshi, Leen-Kiat Soh, Ashok Samal
WCRE
2009
IEEE
13 years 11 months ago
The Logical Modularity of Programs
Abstract—The principles and best practices of object oriented design require that modules in a program should match logical decomposition of the knowledge that the program implem...
Daniel Ratiu, Radu Marinescu, Jan Jürjens