24 search results - page 3 / 5 » Adapting classification rule induction to subgroup discovery |
175
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ILP
2003
Springer
15 years 11 months ago
2003
Springer
We believe that AI programs written for discovery tasks will need to simultaneously employ a variety of reasoning techniques such as induction, abduction, deduction, calculation an...
176
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ECAI
2004
Springer
15 years 9 months ago
2004
Springer
Functional genomics is a typical scientific discovery domain characterized by a very large number of attributes (genes) relative to the number of examples (observations). The dang...
151
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KDD
1995
ACM
15 years 9 months ago
1995
ACM
Weapply rule induction to mine for knowledgein a database which stores data obtained by monitoring the water quality of the rivers in Slovenia. The database contains measurementda...
158
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EDBT
2000
ACM
15 years 9 months ago
2000
ACM
Decision tree induction algorithms scale well to large datasets for their univariate and divide-and-conquer approach. However, they may fail in discovering effective knowledge when...
161
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GECCO
2007
Springer
15 years 11 months ago
2007
Springer
In a previous work we have proposed a hybrid Particle Swarm Optimisation/Ant Colony Optimisation (PSO/ACO) algorithm for the discovery of classification rules, in the context of d...