In-Network Learning: Distributed Training and Inference in Communication Networks

M Moldoveanu - 2023 - theses.hal.science
We study the problem of distributed statistical learning. More specifically, we consider the
distributed training and inference setting. In the considered scenario, multiple nodes need to …

[PDF][PDF] Word category maps based on emergent features created by ICA

JJ Väyrynen, T Honkela - Proceedings of the STeP, 2004 - Citeseer
In this paper, we assume that word co-occurrence statistics can be used to extract
meaningful features, exhibiting syntactic and semantic behavior, from text data. Independent …

[PDF][PDF] Automated web pages classification with integration of principal component analysis (PCA) and independent component analysis (ICA) as feature reduction

LZ Sam, MA Maarof, A Selamat - Proceedings of the International …, 2006 - eprints.utm.my
With the explosive growth of internet, web pages classification has become an essential
issue. This is because web pages classification will provide an efficient information search to …

Features extraction for illicit web pages identifications using independent component analysis

LZ Sam, MA bin Maarof, A Selamat… - … on Intelligent and …, 2007 - ieeexplore.ieee.org
The illicit web content such as pornography, violence, gambling, etc. have greatly polluted
the mind of immature web users. Pornography perhaps is one of the biggest threats related …