Advances in Knowledge Discovery and Management Volume 6 /
This book presents a collection of representative and novel work in the field of data mining, knowledge discovery, clustering and classification, based on expanded and reworked versions of a selection of the best papers originally presented in French at the EGC 2014 and EGC 2015 conferences held in...
| Συγγραφή απο Οργανισμό/Αρχή: | |
|---|---|
| Άλλοι συγγραφείς: | , , |
| Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
| Γλώσσα: | English |
| Έκδοση: |
Cham :
Springer International Publishing : Imprint: Springer,
2017.
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| Σειρά: | Studies in Computational Intelligence,
665 |
| Θέματα: | |
| Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- Part I: Online learning of a weighted selective naive Bayes classifier with non-convex optimization
- On making skyline queries resistant to outliers
- Adaptive Down-Sampling and Dimension Reduction in Time Elastic Kernel Machines for Efficient Recognition of Isolated Gestures
- Exact and Approximate Minimal Pattern Mining
- Part II: Comparison of proximity measures for a topological discrimination
- Comparison of linear modularization criteria using the relational formalism, an approach to easily identify resolution limit
- A novel approach to feature selection based on quality estimation metrics
- Ultrametricity of Dissimilarity Spaces and Its Significance for Data Mining
- Part III: SMERA: Semantic Mixed Approach for Web Query Expansion and Reformulation
- Multi-layer ontologies for integrated 3D shape segmentation and annotation
- Ontology Alignment Using Web Linked Ontologies as Background Knowledge
- LIAISON: reconciLIAtion of Individuals profiles across SOcial Networks
- Clustering of Links and Clustering of Nodes: Fusion of Knowledge in Social Networks.
