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Bhekisipho Twala
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Year
An adaptive Cuckoo search algorithm for optimisation
M Mareli, B Twala
Applied computing and informatics 14 (2), 107-115, 2018
2272018
Multiple classifier application to credit risk assessment
B Twala
Expert systems with applications 37 (4), 3326-3336, 2010
2062010
A comparative analysis of gradient descent-based optimization algorithms on convolutional neural networks
EM Dogo, OJ Afolabi, NI Nwulu, B Twala, CO Aigbavboa
2018 international conference on computational techniques, electronics and …, 2018
1452018
An empirical comparison of techniques for handling incomplete data using decision trees
B Twala
Applied Artificial Intelligence 23 (5), 373-405, 2009
1392009
Good methods for coping with missing data in decision trees
BETH Twala, MC Jones, DJ Hand
Pattern Recognition Letters 29 (7), 950-956, 2008
1312008
A New Imputation Method for Small Software Project Data Sets
Q Song, M Cartwright, B Twala
Systems and Software, 2007
1072007
Advances in machine learning applications in software engineering
D Zhang, JJP Tsai
Igi Global, 2006
942006
Unsupervised learning for robust Bitcoin fraud detection
P Monamo, V Marivate, B Twala
2016 Information Security for South Africa (ISSA), 129-134, 2016
872016
Log-concave polynomials, entropy, and a deterministic approximation algorithm for counting bases of matroids
N Anari, SO Gharan, C Vinzant, B Twala
2018 IEEE 59th Annual Symposium on Foundations of Computer Science (FOCS), 35-46, 2018
622018
Machine learning applications in software engineering
D Zhang, JJP Tsai
World Scientific, 2005
612005
Comparison of various methods for handling incomplete data in software engineering databases
B Twala, M Cartwright, M Shepperd
2005 International Symposium on Empirical Software Engineering, 2005., 10 pp., 2005
542005
Ensemble missing data techniques for software effort prediction
B Twala, M Cartwright
Intelligent Data Analysis 14 (3), 299-331, 2010
452010
Ensemble of missing data techniques to improve software prediction accuracy
B Twala, M Cartwright, M Shepperd
Proceedings of the 28th international conference on Software engineering …, 2006
452006
A multifaceted approach to Bitcoin fraud detection: Global and local outliers
PM Monamo, V Marivate, B Twala
2016 15th IEEE International Conference on Machine Learning and Applications …, 2016
422016
K-means-sharp: modified centroid update for outlier-robust k-means clustering
PO Olukanmi, B Twala
2017 Pattern Recognition Association of South Africa and Robotics and …, 2017
392017
Electric power grids distribution generation system for optimal location and sizing—a case study investigation by various optimization algorithms
A Ali, S Padmanaban, B Twala, T Marwala
Energies 10 (7), 960, 2017
342017
Modeling of missing data prediction: Computational intelligence and optimization algorithms
C Leke, B Twala, T Marwala
2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2014
332014
A survey of machine learning methods applied to anomaly detection on drinking-water quality data
EM Dogo, NI Nwulu, B Twala, C Aigbavboa
Urban Water Journal 16 (3), 235-248, 2019
322019
The use of machine learning techniques to classify power transmission line fault types and locations
AN Hasan, PSP Eboule, B Twala
2017 International Conference on Optimization of Electrical and Electronic …, 2017
322017
Partial imputation of unseen records to improve classification using a hybrid multi-layered artificial immune system and genetic algorithm
M Duma, T Marwala, B Twala, F Nelwamondo
Applied Soft Computing 13 (12), 4461-4480, 2013
312013
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