ResearchSpace
→
Browsing by Subject

Browsing by Subject "Artificial neural networks"

Now showing items 1-7 of 7

Automatic speaker recognition system based on optimised machine learning algorithms

Author: Mokgonyane, TB ; Sefara, Tshephisho J ; Modipa, TI ; Manamela, MJ Date: Sep 2019 Speaker recognition is a technique that automatically identifies a speaker from a recording of their voice. Speaker recognition technologies are taking a new trend due to the progress in artificial intelligence and machine learning and have ... Read more
Drivers of inter-annual variability in Net Ecosystem Exchange in a semi-arid savanna ecosystem, South Africa

Author: Archibald, SA ; Kirton, A ; Van der Merwe, Martina R ; Scholes, RJ ; Williams, CA ; Hanan, N Date: 2009 Inter-annual variability in primary production and ecosystem respiration was explored using eddy-covariance data at a semi-arid savanna site in the Kruger Park, South Africa. New methods of extrapolating night-time respiration to the entire ... Read more
An improved generalized regression neural network for Type II Diabetes classification

Author: Ndaba, N ; Pillay, AW ; Ezugwu, AE Date: Jul 2018 This paper proposes an improved Generalized Regression Neural Network (KGRNN) for the diagnosis of type II diabetes. Diabetes, a widespread chronic disease, is a metabolic disorder that develops when the body does not make enough insulin or ... Read more
Modelling photovoltaic power output using machine Learning techniques

Author: May, Siyasanga I ; Pratt, Lawrence E ; Roro, Kittessa T ; Bokoro, P Date: Aug 2022 This work focuses on modelling the power output of multiple PV technologies installed at the outdoor test facility of the Council for Scientific and Industrial Research (CSIR) in Pretoria. Extreme Gradient Boosting (XGB) and Artificial Neural ... Read more
Principles of Neuroempiricism and generalization of network topology for health service delivery

Author: Niehaus, E ; Herselman, Martha E ; Babu, AN Date: 2009 Neuroempiricism describes a strategy to store and process data analogous to the human brain and to derive an adaptive representation by modelling the biological processes. Technical systems often copy biological evolutionary “developments” ... Read more
A review of research works on supervised learning algorithms for SCADA intrusion detection and classification

Author: Alimi, OA ; Ouahada, K ; Abu-Mahfouz, Adnan MI ; Rimer, S ; Alimi, KOA Date: Aug 2021 Supervisory Control and Data Acquisition (SCADA) systems play a significant role in providing remote access, monitoring and control of critical infrastructures (CIs) which includes electrical power systems, water distribution systems, nuclear ... Read more
Water demand prediction using artificial neural networks and support vector regression

Author: Msiza, IS ; Nelwamondo, Fulufhelo V ; Marwala, T Date: Nov 2008 Computational Intelligence techniques have been proposed as an efficient tool for modeling and forecasting in recent years and in various applications. Water is a basic need and as a result, water supply entities have the responsibility to ... Read more

Now showing items 1-7 of 7

Browse

All of ResearchSpace

Quick Links

Legislation and compliance

General Enquiries

Tel: + 27 12 841 2911
Email: callcentre@csir.co.za

Physical Address
Meiring Naudé Road
Brummeria
Pretoria
South Africa

Postal Address
PO Box 395
Pretoria 0001
South Africa

Social Connect

Resources on this site are free to download and reuse according to associated licensing provision. Please read the terms and conditions of usage of each resource.

Browsing by Subject "Artificial neural networks"

Browsing by Subject "Artificial neural networks"

Browse

All of ResearchSpace

Quick Links

Legislation and compliance

General Enquiries

Social Connect