activity
20162026
most citedTopological Deep Learning: Going Beyond Graph Data

27 citations · 59 across the 20 of their papers we have counts for

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Showing 2018Show all

7 papers · 1 filter

cs.CY2018

Integrating Project Spatial Coordinates into Pavement Management Prioritization

Shadi Hanandeh, Omar Elbagalati, Mustafa Hajij

To date, pavement management software products and studies on optimizing the prioritization of pavement maintenance and rehabilitation (M&R) have been mainly focused on three param…

cs.CG2018

An Efficient Data Retrieval Parallel Reeb Graph Algorithm

Mustafa Hajij, Paul Rosen

The Reeb graph of a scalar function defined on a domain gives a topologically meaningful summary of that domain. Reeb graphs have been shown in the past decade to be of great impor…

math.GT2018

-Series and Quantum Spin Networks

Mohamed Elhamdadi, Mustafa Hajij, Jesse S F Levitt

The tail of a quantum spin network in the two-sphere is a -series associated to the network. We study the existence of the head and tail functions of quantum spin networks color…

cs.GR2018

Inferring Quality in Point Cloud-based 3D Printed Objects using Topological Data Analysis

Paul Rosen, Mustafa Hajij, Junyi Tu +2

Assessing the quality of 3D printed models before they are printed remains a challeng- ing problem, particularly when considering point cloud-based models. This paper introduces an…

math.QA2018

An Efficient Algorithm to Compute the Colored Jones Polynomial

Mustafa Hajij, Jesse Levitt

The colored Jones polynomial is a knot invariant that plays a central role in low dimensional topology. We give a simple and an efficient algorithm to compute the colored Jones pol…

cs.SI2018

Homology-Preserving Multi-Scale Graph Skeletonization Using Mapper on Graphs

Paul Rosen, Mustafa Hajij, Bei Wang

Node-link diagrams are a popular method for representing graphs that capture relationships between individuals, businesses, proteins, and telecommunication endpoints. However, node…