no code implementations • 18 Sep 2017 • Satyakama Paul, Madhur Hasija, Tshilidzi Marwala
Protests and agitations are an integral part of every democratic civil society.
no code implementations • 4 Dec 2015 • Collins Leke, Tshilidzi Marwala, Satyakama Paul
In this article, considering arbitrary and monotone missing data patterns, we hypothesize that the use of deep neural networks built using autoencoders and denoising autoencoders in conjunction with genetic algorithms, swarm intelligence and maximum likelihood estimator methods as novel data imputation techniques will lead to better imputed values than existing techniques.
no code implementations • 10 Aug 2013 • Satyakama Paul, Andreas Janecek, Fernando Buarque de Lima Neto, Tshilidzi Marwala
In this paper, we propose a new methodology based on the Negative Selection Algorithm that belongs to the field of Computational Intelligence, specifically, Artificial Immune Systems to identify takeover targets.