Nicholas O. Malott

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 11

Top Topics

Topological Features

Top Venues

Publications

Rohit P. Singh, Nicholas O. Malott, Blake Sauerwein, Neil Mcgrogan, Philip A. Wilsey
Generating High Dimensional Test Data for Topological Data Analysis. Bench (2023)
Nicholas O. Malott, Shangye Chen, Philip A. Wilsey
A Survey on the High-Performance Computation of Persistent Homology. IEEE Trans. Knowl. Data Eng. 35 (5) (2023)
Nicholas O. Malott, Philip A. Wilsey
Scalable Homology Classification through Decomposed Euler Characteristic Curves. BigData (2023)
Anindya Moitra, Nicholas O. Malott, Philip A. Wilsey
Computation of persistent homology on streaming data using topological data summaries. Comput. Intell. 39 (5) (2023)
Nicholas O. Malott, Robert R. Lewis, Philip A. Wilsey
Homology-Separating Triangulated Euler Characteristic Curve. ICDM (2022)
Nicholas O. Malott, Rishi R. Verma, Rohit P. Singh, Philip A. Wilsey
Distributed Computation of Persistent Homology from Partitioned Big Data. CLUSTER (2021)
Rishi R. Verma, Nicholas O. Malott, Philip A. Wilsey
Data Reduction and Feature Isolation for Computing Persistent Homology on High Dimensional Data. IEEE BigData (2021)
Anindya Moitra, Nicholas O. Malott, Philip A. Wilsey
Persistent Homology on Streaming Data. ICDM (Workshops) (2020)
Nicholas O. Malott, Aaron M. Sens, Philip A. Wilsey
Topology Preserving Data Reduction for Computing Persistent Homology. IEEE BigData (2020)
Nicholas O. Malott, Philip A. Wilsey
Fast Computation of Persistent Homology with Data Reduction and Data Partitioning. IEEE BigData (2019)
Anindya Moitra, Nicholas O. Malott, Philip A. Wilsey
Cluster-based Data Reduction for Persistent Homology. IEEE BigData (2018)