Demand-Driven Associative Classification
The ultimate goal of machines is to help humans to solve problems. Such problems range between two extremes: structured problems for which the solution is totally defined (and thus are easily programmed by humans), and random problems for which the solution is completely undefined (and thus cannot b...
Κύριοι συγγραφείς: | , |
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Συγγραφή απο Οργανισμό/Αρχή: | |
Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
Γλώσσα: | English |
Έκδοση: |
London :
Springer London,
2011.
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Σειρά: | SpringerBriefs in Computer Science,
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Θέματα: | |
Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- Introduction and Preliminaries
- Introduction
- The Classification Problem
- Associative Classification
- Demand-Driven Associative Classification
- Extensions to Associative Classification
- Multi-Label Associative Classification
- Competence-Conscious Associative Classification
- Calibrated Associative Classification
- Self-Training Associative Classification
- Ordinal Regression and Ranking
- Conclusions and FutureWork.