Parallel Framework for Dimensionality Reduction of Large-Scale Datasets

Dimensionality reduction refers to a set of mathematical techniques used to reduce complexity of the original high-dimensional data, while preserving its selected properties. Improvements in simulation strategies and experimental data collection methods are resulting in a deluge of heterogeneous and...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Scientific programming 2015-01, Vol.2015 (2015), p.1-12
Hauptverfasser:	Ganapathysubramanian, Baskar, Aluru, Srinivas, Zola, Jaroslaw, Samudrala, Sai Kiranmayee
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer simulation Datasets Mathematical morphology Order parameters Parameter identification Photovoltaic cells Qualitative analysis Reduction Solar cells
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!