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ML
2011
ACM
179views Machine Learning» more  ML 2011»
15 years 23 hour ago
Neural networks for relational learning: an experimental comparison
In the last decade, connectionist models have been proposed that can process structured information directly. These methods, which are based on the use of graphs for the representa...
Werner Uwents, Gabriele Monfardini, Hendrik Blocke...
162
Voted
ESANN
2003
15 years 6 months ago
Self-organizing maps and functional networks for local dynamic modeling
The paper presents a method for times series prediction using a local dynamic modeling based on a three step process. In the first step the input data is embedded in a reconstruct...
Noelia Sánchez-Maroño, Oscar Fontenl...
BMCBI
2010
164views more  BMCBI 2010»
15 years 5 months ago
Flexible network reconstruction from relational databases with Cytoscape and CytoSQL
Background: Molecular interaction networks can be efficiently studied using network visualization software such as Cytoscape. The relevant nodes, edges and their attributes can be...
Kris Laukens, Jens Hollunder, Thanh Hai Dang, Geer...
ANNPR
2008
Springer
15 years 7 months ago
Supervised Incremental Learning with the Fuzzy ARTMAP Neural Network
Abstract. Automatic pattern classifiers that allow for on-line incremental learning can adapt internal class models efficiently in response to new information without retraining fr...
Jean-François Connolly, Eric Granger, Rober...
151
Voted
HICSS
2007
IEEE
140views Biometrics» more  HICSS 2007»
15 years 11 months ago
Coordination Network Analysis: A Research Framework for Studying the Organizational Impacts of Service-Orientation in Business I
Business intelligence (BI) technology and research is maturing. In evidence, some practitioners have indicated a shift in the nature of their data warehousing challenges from bein...
Mark Keith, Haluk Demirkan, Michael Goul