4 citations · 4 across the 3 of their papers we have counts for
3 papers
cs.NE2016
Effective Connectivity-Based Neural Decoding: A Causal Interaction-Driven Approach
Saba Emrani, Hamid Krim
We propose a geometric model-free causality measurebased on multivariate delay embedding that can efficiently detect linear and nonlinear causal interactions between time series wi…
q-bio.QM2014
Robust Detection of Periodic Patterns in Gene Expression Microarray Data using Topological Signal Analysis
Saba Emrani, Hamid Krim
In this paper, we present a new approach for analyzing gene expression data that builds on topological characteristics of time series. Our goal is to identify cell cycle regulated…
math.AT2013★ 4 cited
Persistent Homology of Delay Embeddings
Saba Emrani, Thanos Gentimis, Hamid Krim
The objective of this study is to detect and quantify the periodic behavior of the signals using topological methods. We propose to use delay-coordinate embeddings as a tool to mea…