G-Stream allows one to discover clusters of arbitrary shape without any assumption on the number of clusters and by making one pass over the data. The ...

In this section we introduce Growing Neural Gas over data Stream (G-Stream) and highlight some of its novel features. G-Stream is based on Growing Neu- ral ...

In this paper we present a new algorithm, called G-Stream, for clustering data streams by making one pass over the data. G-Stream is based on growing neural gas ...

In this paper we present a new algorithm, called G-Stream, for clustering data streams by making one pass over the data. G-Stream is based on growing neural gas ...

In this paper we present a new algorithm, called G-Stream, for clustering data streams by making one pass over the data. G-Stream is based on growing neural gas ...

In this paper we present a new algorithm, called G-Stream, for clustering data streams by making one pass over the data. G-Stream is based on growing neural gas ...

G-Stream is a new algorithm, based on growing neural gas, that allows us to discover clusters of arbitrary shape without any assumptions on the number of ...

Streaming data clustering is becoming the most efficient way to cluster a very large data set. In this paper we present a new approach, called G-Stream, ...

In this section we introduce Micro-Batching Growing Neural Gas for Clustering Data Streams ... Lebbah, G-stream: Growing neural gas over data stream, in: Neural.

Jun 18, 2015 · ○ G-Stream: Growing Neural Gas over Data Stream. ○ Implementation on "distributed" platform (Spark Streaming). ○ Binary, categorical and mixed ...