17 citations · 24 across the 5 of their papers we have counts for
5 papers
Persistent Homology to Study Cold Hardiness of Grape Cultivars
Sejal Welankar, Paola Pesantez-Cabrera, Bala Krishnamoorthy +3
Persistent homology is a branch of computational algebraic topology that studies shapes and extracts features over multiple scales. In this paper, we present an unsupervised approa…
HBMax: Optimizing Memory Efficiency for Parallel Influence Maximization on Multicore Architectures
Xinyu Chen, Marco Minutoli, Jiannan Tian +3
Influence maximization aims to select k most-influential vertices or seeds in a network, where influence is defined by a given diffusion process. Although computing optimal seed se…
Pheno-Mapper: An Interactive Toolbox for the Visual Exploration of Phenomics Data
Youjia Zhou, Methun Kamruzzaman, Patrick Schnable +3
High-throughput technologies to collect field data have made observations possible at scale in several branches of life sciences. The data collected can range from the molecular le…
A Fast and Efficient Incremental Approach toward Dynamic Community Detection
Neda Zarayeneh, Ananth Kalyanaraman
Community detection is a discovery tool used by network scientists to analyze the structure of real-world networks. It seeks to identify natural divisions that may exist in the inp…
Interesting Paths in the Mapper
Ananth Kalyanaraman, Methun Kamruzzaman, Bala Krishnamoorthy
The Mapper produces a compact summary of high dimensional data as a simplicial complex. We study the problem of quantifying the interestingness of subpopulations in a Mapper, which…