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Andries P. Engelbrecht

stellenbosch university

61H-index
544Paper Count
2.2WCitation Count
Published Papers 51
Publication Date
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Ensemble Approach for Financial Time Series Modeling
errAlgorithms
IF2.1
err2026-05-18
err0
PREAI
errNannoolal, Aveer; Engelbrecht, Andries P.
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Forecasting Non-stationary Time Series: A Comparison of Deep and Shallow Neural Network Architectures
errADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2025, PT I
IF0
err2026-01-01
err0
PREAI
errMasunungure, Takudzwa; Engelbrecht, Andries
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errSave
Incremental Feature Learning of Shallow Feedforward Regression Neural Networks Using Particle Swarm Optimisation
errADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2025, PT I
IF0
err2026-01-01
err0
PREAI
errNayler, Ross W.; Engelbrecht, Andries P.
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errSave
Self-organizing Maps for Missing Value Imputation in Transcriptomic Datasets
errADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2025, PT I
IF0
err2026-01-01
err0
PREAI
errSwart, Louzanne; Engelbrecht, Andries; Birkholtz, Lyn-Marie
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Closed-Form Expressions for the Normalizing Constants of the Mallows Model and Weighted Mallows Model on Combinatorial Domains
errMATHEMATICS
IF2.2
err2025-09-30
err0
errOAAI
errvan Zyl, Jean-Pierre; Engelbrecht, Andries Petrus
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A co-evolutionary meta-heuristic framework for dynamic constrained optimization problems
errSoft Computing
IF2.5
err2025-09-23
err0
errOAAI
errGary Pamparà; Andries Engelbrecht
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errSave
Enhanced set-based particle swarm optimization for portfolio management in a walk-forward paradigm
errINTELLIGENT SYSTEMS WITH APPLICATIONS
IF4.3
err2025-09-01
err1
errOAAI
errWessels, Zander; Engelbrecht, Andries
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errSave
Analysis of classification metric behaviour under class imbalance
errEgyptian Informatics Journal
IF4.3
err2025-07-01
err0
PREAI
errJean-Pierre van Zyl; Andries Petrus Engelbrecht
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A comparative study of evolutionary algorithms and particle swarm optimization approaches for constrained multi-objective optimization problems
errSWARM AND EVOLUTIONARY COMPUTATION
IF8.5
err2024-12-01
err1
errOAAI
errMcNulty, Alanna; Ombuki-Berman, Beatrice; Engelbrecht, Andries
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errSave
Meta-heuristics for portfolio optimization
errSOFT COMPUTING
IF2.5
err2023-04-21
err14
errOAAI
errErwin, Kyle; Engelbrecht, Andries
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errSave
Cooperative coevolutionary multi-guide particle swarm optimization algorithm for large-scale multi-objective optimization problems
errSWARM AND EVOLUTIONARY COMPUTATION
IF8.5
err2023-04-01
err34
PREAI
errMadani, Amirali; Engelbrecht, Andries; Ombuki-Berman, Beatrice
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An analysis of the impact of subsampling on the neural network error surface
errNEUROCOMPUTING
IF6.5
err2021-11-01
err1
PREAI
errDennis, Cody; Engelbrecht, Andries; Ombuki-Berman, Beatrice M.
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A scalability study of the multi-guide particle swarm optimization algorithm to many-objectives
errSWARM AND EVOLUTIONARY COMPUTATION
IF8.5
err2021-10-01
err13
PREAI
errSteenkamp, Cian; Engelbrecht, Andries P.
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Performance analysis of dynamic optimization algorithms using relative error distance
errSWARM AND EVOLUTIONARY COMPUTATION
IF8.5
err2021-10-01
err4
PREAI
errStockt, Stefan A. G. van der; Pampara, Gary; Engelbrecht, Andries P.; Cleghorn, Christopher W.
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Visualising basins of attraction for the cross-entropy and the squared error neural network loss functions
errNEUROCOMPUTING
IF6.5
err2020-08-01
err56
errOAAI
errBosman, Anna Sergeevna; Engelbrecht, Andries; Helbig, Marde
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Transfer of manure as fertilizer from livestock farms to crop fields: The case of Catalonia
errCOMPUTERS AND ELECTRONICS IN AGRICULTURE
IF8.9
err2020-08-01
err17
errOAAI
errKamilaris, Andreas; Engelbrecht, Andries; Pitsillides, Andreas; Prenafeta-Boldu, Francesc X.
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Data-Driven Visual Characterization of Patient Health-Status Using Electronic Health Records and Self-Organizing Maps
errIEEE ACCESS
IF3.6
err2020-01-01
err13
errOAAI
errChushig-Muzo, David; Soguero-Ruiz, Cristina; Engelbrecht, A. P.; de Miguel Bohoyo, Pablo; Mora-Jimenez, Inmaculada
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Analysis of selection hyper-heuristics for population-based meta-heuristics in real-valued dynamic optimization
errSWARM AND EVOLUTIONARY COMPUTATION
IF8.5
err2018-12-01
err27
PREAI
errvan der Stockt, Stefan A. G.; Engelbrecht, Andries P.
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Optimal parameter regions and the time-dependence of control parameter values for the particle swarm optimization algorithm
errSWARM AND EVOLUTIONARY COMPUTATION
IF8.5
err2018-08-01
err47
errOAAI
errHarrison, Kyle Robert; Engelbrecht, Andries P.; Ombuki-Berman, Beatrice M.
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A Scalability Study of Many-Objective Optimization Algorithms
errIEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
IF12
err2018-02-01
err39
errOAAI
errMaltese, Justin; Ombuki-Berman, Beatrice M.; Engelbrecht, Andries P.
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Research Directions

No research directions
Co-authors
Cooperation Journals
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Kalyanmoy Deb
H-index: 118 · Papers: 896
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李小冬 (Xiaodong Li)
H-index: 76 · Papers: 744
L
Luca Maria Gambardella
H-index: 65 · Papers: 387
M
Martin Middendorf
H-index: 46 · Papers: 300
P
P. Stephan Heyns
H-index: 39 · Papers: 224
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