This past semester, Karan Kurani and Jason Marcell were presented with the 2011 EMC Big Data Award at Cornell’s BOOM 2011.
We have used two approaches for applying LDA model to our dataset. LingPipe: LingPipe, is a Java library which provides many of the functions required in NLP. We have used LingPipe in the following manner. We have used symmetric KL Divergence to calculate the similarity of a paper with respect to each of the seed [...]
I am using the write up done by Kiyan from here. The Problem: We possess a set of seed papers written on topics in computational sustainability, and a corpus of papers in Computer Science (derived from the DBLP database) that contains the seed papers as a subset. The problem is to develop a similarity measure between papers that [...]
This post focuses on the paper – “Non-Redundant Multi-View lustering Via Orthogonalization”, Cui, Fern and Dy. This paper focuses on getting multiple non redundant multi view clusters to effectively get potentially new views on a same dataset. Their approach is to produce views which are NOT independent from each other, rather it is to get [...]
Welcome to the ML4ICS blog, I hope it suits all the needs of the ICS people that are involved in ML – I leave it up to you to shape it up as you like and present your research and work.