Re: [Scikit-learn-general] Implementation of DBCLASD for clustering

2015-08-03 Thread Andreas Mueller
This sounds interesting. Can someone how is familiar with this method maybe chime in? Many of the large scale clustering methods are more from the data mining community and not discussed that much in the machine learning community, unfortunately. I haven't heard of the method and it is hard for

Re: [Scikit-learn-general] Implementation of DBCLASD for clustering

2015-08-03 Thread Sebastián Palacio
Hi Andreas, Looking through the literature, DBCLASD has been a constant reference both for practical applications and benchmark papers that are as recent as 2014 (see for example "A Survey of Clustering Algorithms for Big Data: Taxonomy and Empirical Analysis" or "A new clustering algorithm with a

Re: [Scikit-learn-general] Implementation of DBCLASD for clustering

2015-07-31 Thread Andreas Mueller
Hi Sebastian. Have you seen this used much recently? How does it compare against DBSCAN, BIRCH, OPTICS or just KMeans? Cheers, Andy On 07/31/2015 10:28 AM, Sebastián Palacio wrote: Hello all, I've been investigating clustering algorithms with special interest in non-parametric methods and,

Re: [Scikit-learn-general] Implementation of DBCLASD for clustering

2015-07-31 Thread Sebastián Palacio
Hello all, I've been investigating clustering algorithms with special interest in non-parametric methods and, one that is being mentioned quite often is DBCLASD [1]. I've looked around but I haven't been able to find one single implementation of this algorithm whatsoever so I decided to implement