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ORCIDCollins Leke
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- affiliation: University of Johannesburg, South Africa
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Books and Theses
- 2019
[b1]Tshilidzi Marwala, Collins Achepsah Leke:
Handbook of Machine Learning - Volume 2: Optimization and Decision Making. WorldScientific 2019, ISBN 9789811205668, pp. 1-320
Conference and Workshop Papers
- 2022
- [c5]Rodrique Chi Fon, Frank Nonso Igboamalu, Alain Richard Ndjiongue, Khmaies Ouahada
, Collins Leke, Adnan M. Abu-Mahfouz:
Outage Probability of an Underwater Wireless System Based on the CSK Transmission. ISNCC 2022: 1-6 - 2017
- [c4]Collins Leke, Alain Richard Ndjiongue, Bhekisipho Twala, Tshilidzi Marwala:
Deep learning-bat high-dimensional missing data estimator. SMC 2017: 483-488 - [c3]Collins Leke, Alain Richard Ndjiongue, Bhekisipho Twala, Tshilidzi Marwala:
A Deep Learning-Cuckoo Search Method for Missing Data Estimation in High-Dimensional Datasets. ICSI (1) 2017: 561-572 - 2016
- [c2]Collins Leke, Tshilidzi Marwala:
Missing Data Estimation in High-Dimensional Datasets: A Swarm Intelligence-Deep Neural Network Approach. ICSI (1) 2016: 259-270 - 2014
- [c1]Collins Leke, Bhekisipho Twala, Tshilidzi Marwala:
Modeling of missing data prediction: Computational intelligence and optimization algorithms. SMC 2014: 1400-1404
Informal and Other Publications
- 2016
- [i3]Collins Leke, Tshilidzi Marwala:
Missing Data Estimation in High-Dimensional Datasets: A Swarm Intelligence-Deep Neural Network Approach. CoRR abs/1607.00136 (2016) - 2015
- [i2]Collins Leke, Tshilidzi Marwala, Satyakama Paul:
Proposition of a Theoretical Model for Missing Data Imputation using Deep Learning and Evolutionary Algorithms. CoRR abs/1512.01362 (2015) - 2014
- [i1]Collins Leke, Bhekisipho Twala, Tshilidzi Marwala:
Missing Data Prediction and Classification: The Use of Auto-Associative Neural Networks and Optimization Algorithms. CoRR abs/1403.5488 (2014)
Coauthor Index
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