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ICML
2004
IEEE
14 years 9 months ago
Learning and discovery of predictive state representations in dynamical systems with reset
Predictive state representations (PSRs) are a recently proposed way of modeling controlled dynamical systems. PSR-based models use predictions of observable outcomes of tests that...
Michael R. James, Satinder P. Singh
KDD
2009
ACM
160views Data Mining» more  KDD 2009»
14 years 3 months ago
Surveying the complementary role of automatic data analysis and visualization in knowledge discovery
The aim of this work is to survey and reflect on the various ways to integrate visualization and data mining techniques toward a mixed-initiative knowledge discovery taking the be...
Enrico Bertini, Denis Lalanne
DIS
2006
Springer
14 years 5 days ago
A Pragmatic Logic of Scientific Discovery
Abstract. To the best of our knowledge, this paper is the first attempt to formalise a pragmatic logic of scientific discovery in a manner such that it can be realised by scientist...
Jean Sallantin, Christopher Dartnell, Mohammad Afs...
ISMB
1994
13 years 9 months ago
Knowledge Discovery of Multilevel Protein Motifs
A new category of protein motif is introduced. This type of motif captures, in addition to global structure, the nested structure of its componentparts. Adata.set of four proteins...
Darrell Conklin, Suzanne Fortier, Janice I. Glasgo...
ALT
2008
Springer
14 years 5 months ago
Visual Analytics: Combining Automated Discovery with Interactive Visualizations
In numerous application areas fast growing data sets develop with ever higher complexity and dynamics. A central challenge is to filter the substantial information and to communic...
Daniel A. Keim, Florian Mansmann, Daniela Oelke, H...