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» Information Integration: Challenges and Approaches
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BICOB
2010
Springer
15 years 6 months ago
Integrative Biomarker Discovery for Breast Cancer Metastasis from Gene Expression and Protein Interaction Data Using Error-toler
Biomarker discovery for complex diseases is a challenging problem. Most of the existing approaches identify individual genes as disease markers, thereby missing the interactions a...
Rohit Gupta, Smita Agrawal, Navneet Rao, Ze Tian, ...
WEBDB
2010
Springer
156views Database» more  WEBDB 2010»
15 years 11 months ago
Redundancy-Driven Web Data Extraction and Integration
A large number of web sites publish pages containing structured information about recognizable concepts, but these data are only partially used by current applications. Although s...
Paolo Papotti, Valter Crescenzi, Paolo Merialdo, M...
ISNN
2007
Springer
16 years 19 days ago
Integrated Analytic Framework for Neural Network Construction
Abstract. This paper investigates the construction of a wide class of singlehidden layer neural networks (SLNNs) with or without tunable parameters in the hidden nodes. It is a cha...
Kang Li, Jian Xun Peng, Minrui Fei, Xiaoou Li, Wen...
IJCAI
2001
15 years 7 months ago
Integrating Expectations from Different Sources to Help End Users Acquire Procedural Knowledge
Role-limiting approaches using explicit theories of problem-solving have been successful for acquiring knowledge from domain experts1 . However most systems using this approach do...
Jim Blythe
CAISE
2005
Springer
16 years 1 days ago
Ontological Modelling of Information Systems from Bunge's Contributions
The aim of this paper is to determine aspects to be considered in Bunge’s ontological models in order to obtain an Integrated Ontological Model of Information Systems (IOMIS). Th...
Susana I. Herrera, Diana Pallioto, Gregorio N. Tka...