Data Mining in Large Sets of Complex Data

• Κύριοι συγγραφείς: Cordeiro, Robson L. F. (Συγγραφέας), Faloutsos, Christos (Συγγραφέας), Traina Júnior, Caetano (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: London : Springer London : Imprint: Springer, 2013.
• Σειρά: SpringerBriefs in Computer Science,
• Θέματα: Computer science.; Database management.; Data mining.; Computer Science.; Data Mining and Knowledge Discovery.; Database Management.

The amount and the complexity of the data gathered by current enterprises are increasing at an exponential rate. Consequently, the analysis of Big Data is nowadays a central challenge in Computer Science, especially for complex data. For example, given a satellite image database containing tens of T...

Πίνακας περιεχομένων:

• Preface
• Introduction
• Related Work and Concepts
• Clustering Methods for Moderate-to-High Dimensionality Data
• Halite
• BoW
• QMAS
• Conclusion.