Search Results for author: Satyakama Paul

Found 3 papers, 0 papers with code

Proposition of a Theoretical Model for Missing Data Imputation using Deep Learning and Evolutionary Algorithms

no code implementations4 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.

Decision Making Denoising +2

Applying the Negative Selection Algorithm for Merger and Acquisition Target Identification

no code implementations10 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.

Cannot find the paper you are looking for? You can Submit a new open access paper.