Authors: Kavhu, Blessing, Mashimbye, Zama Eric, Luvuno, Linda
Subject Terms: Climate, Machine learning, Remote sensing, Spectral imaging, Climatology, Climatic zones, Koppen-Geiger climate regionalization, Landscape changes, Land-use, Okavango River Delta (Botswana), Wetlands -- Okavango River
File Description: 23 pages : illustrations; application/pdf
Relation: Kavhu, B., Mashimbye, Z. E. & Luvuno, L. 2021. Climate-based regionalization and inclusion of spectral indices for enhancing transboundary land-use/cover classification using deep learning and machine learning. Remote Sensing, 13:5054, doi:10.3390/rs13245054.; 2072-4292 (online); http://hdl.handle.net/10019.1/123564
Authors: Droomer, Marli, Bekker, James
Subject Terms: Marketing, Machine learning, Retail marketing
File Description: 15 pages : illustrations; application/pdf
Relation: Droomer, M. & Bekker, J. 2020. Using machine learning to predict the next purchase date for an individual retail customer. South African Journal of Industrial Engineering, 31(3):69-82, doi:10.7166/31-3-2419; 2224-7890 (online); 1012-277X (print); http://hdl.handle.net/10019.1/108929
Authors: Smith, Lauren, Zastron, Mauritz, Vlok, P. J.
Subject Terms: Packaging industry -- Management, Multivariate analysis, Machine learning, Maintenance scheduling, Packaging machinery -- Maintenance and repair
File Description: 10 pages; application/pdf
Relation: Smith, L., Zastron, M. & Vlok, P. J. 2018. Utilizing decision forest regression machine learning algorithm to predict filling line utilization for optimal maintenance scheduling. In SAIIE29 Proceedings, 24-26 October 2018, Spier, Stellenbosch, South Africa; http://hdl.handle.net/10019.1/107567
Availability: http://hdl.handle.net/10019.1/107567
Authors: Middleton, Francesca Sarah
Contributors: Cripwell, Jamie Theo, Stellenbosch University. Faculty of Engineering. Dept. of Chemical Engineering. Process Engineering.
Subject Terms: Machine learning, Thermodynamics, Enthalpy, Binary liquid mixtures
File Description: viii, 237 pages : illustrations; application/pdf
Availability: https://scholar.sun.ac.za/handle/10019.1/129013
Authors: Du Plessis, Carl Jan
Contributors: Prof. Schutte, Corné, Prof. Dr. Eng Hummel, Vera, Stellenbosch University. Faculty of Engineering. Dept. of Industrial Engineering. Engineering Management (MEM).
Subject Terms: Digitalisation, South African SMEs, forecasting, planning, management, Machine learning, Multi-sided platform businesses -- South Africa, Business enterprises -- Computer networks, Conglomerates – South Africa
File Description: xv, 216 pages : illustrations; application/pdf
Availability: https://scholar.sun.ac.za/handle/10019.1/128990
Authors: Laubscher, Heino
Contributors: Theart, Rensu, Stellenbosch University. Faculty of Engineering. Dept. of Electrical and Electronic Engineering.
Subject Terms: Development of a Virtual Reality-Based Learning Experience, Teach Key Cellular Structures, Mammalian Cell, Virtual reality in education, Three-dimensional imaging, Machine learning, Mammals -- Physiology
File Description: xvi, 145 pages : illustrations; application/pdf
Relation: http://hdl.handle.net/10019.1/127084
Availability: http://hdl.handle.net/10019.1/127084
Authors: Roux, Dominic
Contributors: Booysen, Thinus, Stellenbosch University. Faculty of Engineering. Dept. of Electrical and Electronic Engineering.
Subject Terms: Robots, Industrial, Human-robot interaction, Industry 4.0, Machine learning
File Description: xv, 100 pages : illustrations; application/pdf
Relation: http://hdl.handle.net/10019.1/127385
Availability: http://hdl.handle.net/10019.1/127385
Authors: Swaine, Michael
Contributors: Munch, Zahn, Stellenbosch University. Faculty of Arts and Social Sciences. Dept. of Geography and Environmental Studies.
Subject Terms: Trees, Land cover -- Remote sensing, Remote sensing images, Multispectral imaging, Forest and forestry -- Statistics, Forest surveys, Deep learning (Machine learning), Image processing -- Digital techniques, UCTD
File Description: xiv, 116 pages : illustrations; application/pdf
Relation: http://hdl.handle.net/10019.1/127331
Availability: http://hdl.handle.net/10019.1/127331
Authors: van Zyl, Bianca Jordan
Contributors: van Vuuren, Jan Harm, Nel, Gerrit Stephanus, Stellenbosch University. Faculty of Engineering. Dept. of Industrial Engineering.
Subject Terms: Natural language processing (Computer science), Sentiment analysis, Machine learning, Decision support systems
File Description: xxiv, 255 pages : illustrations.; application/pdf
Relation: http://hdl.handle.net/10019.1/127103
Availability: http://hdl.handle.net/10019.1/127103
Authors: de la Bat, Willem
Contributors: Botha, Matthys, Ludick, Danie, Stellenbosch University. Faculty of Engineering. Dept. of Electrical and Electronic Engineering.
Subject Terms: Machine learning, Computational electromagnetic, Moments method (Statistics)
File Description: xiii, 110 pages : illustrations; application/pdf
Relation: http://hdl.handle.net/10019.1/127374
Availability: http://hdl.handle.net/10019.1/127374
Authors: Edwards, Kiah
Contributors: Williams, Paul James, Manley, Marena, Hoffman, Louwrens Christiaan
Subject Terms: meat fraud, processed meat, near-infrared hyperspectral imaging, chemometrics, machine learning
File Description: application/pdf
Authors: Hubbard, Alan John
Contributors: Talbot, Bruce
Subject Terms: Machine learning, AI, forestry, remote sensing, DAP
File Description: application/pdf
Authors: van Zyl, Jean-Pierre
Contributors: Engelbrecht, Andries Petrus, Stellenbosch University. Faculty of Science. Dept. of Computer Science.
Subject Terms: Swarm Intelligence, Computational Intelligence, Machine Learning, Artificial Intelligence
File Description: xxii, 282 pages : illustrations; application/pdf
Relation: http://hdl.handle.net/10019.1/126933
Availability: http://hdl.handle.net/10019.1/126933
Authors: Stewart-Burger, Cullen
Contributors: Ludick, Danie, Botha, Matthys, Stellenbosch University. Faculty of Engineering. Dept. of Electrical and Electronic Engineering.
Subject Terms: Inverse synthetic aperture radar, Machine learning, Algorithms
File Description: xiii, 117 pages : illustrations.; application/pdf
Relation: http://hdl.handle.net/10019.1/127318
Availability: http://hdl.handle.net/10019.1/127318
Authors: Nigrini, Leanne
Contributors: Bekker, JF, Nel, GS, Stellenbosch University. Faculty of Engineering. Dept. of Industrial Engineering.
Subject Terms: Lithium ion batteries, Recycling (Waste, etc.), Value analysis (Cost control), Heuristic algorithms, Machine Learning, Optimization -- Simulation methods
File Description: xxxiv, 289 pages : illustrations.; application/pdf
Relation: http://hdl.handle.net/10019.1/127060
Availability: http://hdl.handle.net/10019.1/127060
Authors: Bester, Morné
Contributors: van Eeden, Joubert, van Rooyen, Gert-Jan, Stellenbosch University. Faculty of Engineering. Dept. of Industrial Engineering.
Subject Terms: Citrus fruit industry -- Technological innovations, Agricultural innovations, Harvesting -- Computer programs, Economic forecasting, Machine learning, Neural networks (Computer science)
File Description: xxiv, 180 pages : illustrations; application/pdf
Relation: http://hdl.handle.net/10019.1/127041
Availability: http://hdl.handle.net/10019.1/127041
Authors: Rees, Pablo
Contributors: van Lill, Dawie, Stellenbosch University. Faculty of Economic and Management Sciences. Dept. of Economics.
Subject Terms: Machine Learning, Natural language processing (Computer science), Finance -- Data processing, Financial services industry -- Technological innovations, UCTD
File Description: 55 pages : illustrations (some color), includes annexures; application/pdf
Relation: http://hdl.handle.net/10019.1/127233
Availability: http://hdl.handle.net/10019.1/127233
Authors: Van der Merwe, Werner
Contributors: Engelbrecht, A. P., Stellenbosch University. Faculty of Engineering. Dept. of Industrial Engineering.
Subject Terms: Ensemble learning (Machine learning), Genetic algorithms, Decision trees
File Description: xiv, 117 pages : illustrations.; application/pdf
Relation: http://hdl.handle.net/10019.1/126939
Availability: http://hdl.handle.net/10019.1/126939
Authors: Alderslade, James William
Contributors: Visagie, Stephan Esterhuyse, Stellenbosch University. Faculty of Economic and Management Sciences. Dept. of Logistics.
Subject Terms: Anomaly detection (Computer security), Machine learning -- Security measures, Computer networks -- Reliability, UCTD
File Description: xii, 84 pages : illustrations; application/pdf
Relation: http://hdl.handle.net/10019.1/127133
Availability: http://hdl.handle.net/10019.1/127133
Authors: Jordaan, Ruan
Contributors: Schmidt-Dumont, Thorsten, Nel, Gerhardus Stephanus, Stellenbosch University. Faculty of Engineering. Dept. of Industrial Engineering.
Subject Terms: Machine learning, Reinforcement learning, Puzzles, Neural networks (Computer science), Computational grids (Computer systems)
File Description: xxvi, 131 pages : illustrations; application/pdf
Relation: http://hdl.handle.net/10019.1/127173
Availability: http://hdl.handle.net/10019.1/127173