ANITA Google Hangout March Lecture: “Density Estimation and Clustering”

Dear ANITA members.

We’d like to announce the next in our ongoing Google Hangouts on Air lecture series.

Speaker: Sanjib Sharma, University of Sydney
Title: “Density Estimation and Clustering”
Date: Wednesday 12th March 1pm (AEST)
Where: The internets

Abstract: Estimating density of a given set of points and identifying clusters are two important techniques to reveal hidden information in data. With recent advances in technology, today we have data which is both large (number of objects per data set) and rich (amount of information in each object). This poses a unique challenge for data mining. In multi dimensional spaces, not all the algorithms work equally well. Also, not all algorithms are computationally efficient for analyzing large amounts of data. In this lecture, I will discuss various algorithms and highlight their strengths and weaknesses. I will then concentrate on a few algorithms that work well in multi dimensional spaces and are also fast and efficient to be applied on large data sets. I will also show a few applications of these algorithms to astronomy.

The lecture will be broadcast over Google’s Hangouts on Air. Lecture slides and links will be available closer to the day at http://anita.edu.au/lectures/density-estimation-and-clustering-sanjib-sharma/.

Looking forward to “seeing” you there!
Darren Croton & Chris Power