2 papers
cs.LG2014
Causality Networks
Ishanu Chattopadhyay
While correlation measures are used to discern statistical relationships between observed variables in almost all branches of data-driven scientific inquiry, what we are really int…
cs.SC2010
Pattern Classification In Symbolic Streams via Semantic Annihilation of Information
Ishanu Chattopadhyay, Yicheng Wen, Asok Ray
We propose a technique for pattern classification in symbolic streams via selective erasure of observed symbols, in cases where the patterns of interest are represented as Probabil…