Incremental singular value decomposition for some numerical aspects of multiblock redundancy analysis

A Martinez-Ruiz, NC Lauro - Computational Statistics, 2023 - Springer
Simultaneously processing several large blocks of streaming data is a computationally
expensive problem. Based on the incremental singular value decomposition algorithm, we …

Decision‐Making and Computational Modeling of Big Data for Sustaining Influential Usage

Q Chang, S Nazir, X Li - Scientific Programming, 2022 - Wiley Online Library
Big Data is data whose shape and volume are rising with the passage of time and
innovations in technology. This increase will give birth to more uncertain and complex …

Distributed ML-Based Network Traffic Classification Using a Data Parallelization Approach

A Hussain - rshare.library.torontomu.ca
The ever-increasing internet data leads to very large datasets which benefits ML/DL models
for more accurate classification, increased diversity for classification of different types of …