27 citations · 115 across the 13 of their papers we have counts for
5 papers · 1 filter
Artificial Intelligence in Reverse Supply Chain Management: The State of the Art
Bo Xing, Wen-Jing Gao, Kimberly Battle +2
Product take-back legislation forces manufacturers to bear the costs of collection and disposal of products that have reached the end of their useful lives. In order to reduce thes…
Relationship between Diversity and Perfomance of Multiple Classifiers for Decision Support
R. Musehane, F. Netshiongolwe, F. V. Nelwamondo +2
The paper presents the investigation and implementation of the relationship between diversity and the performance of multiple classifiers on classification accuracy. The study is c…
Autoencoder, Principal Component Analysis and Support Vector Regression for Data Imputation
Vukosi N. Marivate, Fulufhelo V. Nelwamodo, Tshilidzi Marwala
Data collection often results in records that have missing values or variables. This investigation compares 3 different data imputation models and identifies their merits by using…
Fuzzy Artmap and Neural Network Approach to Online Processing of Inputs with Missing Values
F. V. Nelwamondo, T. Marwala
An ensemble based approach for dealing with missing data, without predicting or imputing the missing values is proposed. This technique is suitable for online operations of neural…
Artificial Neural Networks and Support Vector Machines for Water Demand Time Series Forecasting
Ishmael S. Msiza, Fulufhelo V. Nelwamondo, Tshilidzi Marwala
Water plays a pivotal role in many physical processes, and most importantly in sustaining human life, animal life and plant life. Water supply entities therefore have the responsib…