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Machine learning based heuristic BBU-RRH switching scheme for C-RAN in 5G
Published 2020“…The immense increase in bandwidth demand by various services such as high definition video streaming, online gaming, and virtual reality has made it increasingly challenging for operators to provide satisfactory services to the end users while making a profit. …”
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Predictive Maintenance: Leveraging Hybrid LSTM-CNN Architectures for Enhanced Performance
Published 2025“…Sequential models stack CNN and LSTM layers, whereas the parallel configuration processes data independently through each branch before merging the results. …”
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Context aware advertising
Published 2017“…To achieve our contributions, a corpus of 421 ads was gathered and processed for streaming. The advertisements were displayed in reality during the holy month of Ramadan, 2016. …”
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Environmental Performance Assessment of Froth Flotation for Coal Recovery and Sulfur Removal from Ultrafine Coal Waste
Published 2016“…In the two stage flotation process developed at the University of Cape Town, froth flotation is used to both recover coal (stage 1) and remove pyritic sulfur (stage 2) from ultrafine coal waste, resulting in three outputs streams: a saleable coal product, a small volume sulfide-rich stream, and a reduced volume sulfide lean tailings stream. …”
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Desktop study on Novel Treatment techniques to treat industrial fertilizer effluent
Published 2019“…The combined forward-reverse osmosis process performed poorly because a resource recovery step was not included to treat the concentrated waste stream discharged from the forward osmosis step of the process. …”
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On the theory and practice of anomaly detection in time series
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Degradation analyses of empirical inferential predictors for the development of improved dynamic mechanistic/empirical equations
Published 2025“…Given the high costs associated with real-time analysers, the study explores the development of various modelling techniques, including principal component analyses, decision trees, random forests, gradient boosting, neural networks and partial least squares, to optimize the prediction accuracy and process control. By leveraging these models, the study aims to enhance the automation and optimization of process units within chemical process plants, ultimately contributing to the overall efficiency of the chemical process plant.…”
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The petrogenesis of the Uitkomst complex, Mpumalanga Province, South Africa
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Integrating bio-based resource recovery and treatment into municipal solid waste management in developing countries: a focus on anaerobic digestion
Published 2016“…A clear identification and understanding of the different organic waste streams available, their respective biogas potential, the engineering considerations and process limitations are needed to ensure good performance of AD plants. …”
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Application of lean management in the provisioning of textbooks to Eastern Cape public schools
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Quality control charts under random fuzzy measurements
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Exergetic analysis of atmospheric distilation plant: a case study of WRPC refinery
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Simplification of Complex WWTP Models into Simple Design and Evaluative WRRF Tool
Published 2021“…Generally, South African WWTPs recycle the DWL to the mainstream treatment process without first undergoing any side-stream treatment process (SSTP). …”
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Selective hydrogenation for industrial 1-hexene purification
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Selective hydrogenation for industrial 1-hexene purification
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