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Mlungisi Duma
Publication Activity (10 Years)
Years Active: 2011-2019
Publications (10 Years): 2
Top Topics
Artificial Immune
Genetic Algorithm
Collaborative Filtering
Missing Data
Top Venues
Appl. Soft Comput.
IEEE Congress on Evolutionary Computation
Appl. Artif. Intell.
Expert Syst. Appl.
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Publications
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Mlungisi Duma
,
Bhekisipho Twala
Sparseness reduction in collaborative filtering using a nearest neighbour artificial immune system with genetic algorithms.
Expert Syst. Appl.
132 (2019)
Mlungisi Duma
,
Bhekisipho Twala
Optimising latent features using artificial immune system in collaborative filtering for recommender systems.
Appl. Soft Comput.
71 (2018)
Mlungisi Duma
,
Tshilidzi Marwala
,
Bhekisipho Twala
,
Fulufhelo V. Nelwamondo
Partial imputation of unseen records to improve classification using a hybrid multi-layered artificial immune system and genetic algorithm.
Appl. Soft Comput.
13 (12) (2013)
Mlungisi Duma
,
Bhekisipho Twala
,
Fulufhelo V. Nelwamondo
,
Tshilidzi Marwala
Predictive Modeling with Missing Data using an Automatic Relevance Determination Ensemble: a Comparative Study.
Appl. Artif. Intell.
26 (10) (2012)
Mlungisi Duma
,
Bhekisipho Twala
,
Tshilidzi Marwala
,
Fulufhelo Vincent Nelwamondo
Classification with missing data using multi-layered artificial immune systems.
IEEE Congress on Evolutionary Computation
(2012)
Mlungisi Duma
,
Bhekisipho Twala
,
Tshilidzi Marwala
Improving the performance of the ripper in insurance risk classification : A comparitive study using feature selection
CoRR
(2011)
Mlungisi Duma
,
Bhekisipho Twala
,
Tshilidzi Marwala
,
Fulufhelo V. Nelwamondo
Improving the Performance of the Support Vector Machine in Insurance Risk Classification - A Comparitive Study.
IJCCI (NCTA)
(2011)
Mlungisi Duma
,
Bhekisipho Twala
,
Tshilidzi Marwala
,
Fulufhelo V. Nelwamondo
Improving the Performance of the Ripper in Insurance Risk Classification - A Comparitive Study using Feature Selection.
ICINCO (1)
(2011)