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Analysis of Machine Learning Algorithms for Time Series Prediction
Published 2022“…This research investigates and evaluates machine learning algorithms that can be used for time series prediction. …”
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Reinforcement learning microservices scheduler in intelligent edge computing
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The application of machine learning for computational electromagnetic solver selection
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A machine learning framework for security forecasting and trading
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Autonomous racing on unseen tracks using reinforcement learning
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The role of organisational behaviour in establishing a corporate academy in the construction industry
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Latent semantic models : a study of probabilistic models for text in information retrieval
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Multilingual preschool learners: a collaborative approach to communication intervention
Published 2013Subjects: “…Service delivery model…”
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Application of statistical pattern recognition and deep learning for morphological classification in radio astronomy
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Die onderrigleervoorkeure van Generasie Z-studente in hoër onderwys : ʼn bestek-oorsig
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Knowledge discovery in medical database using machine learning techniques
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Forecasting energy consumption on mines using machine learning techniques
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Non-linear neurocontrol of chemical processes using reinforcement learning
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Unravelling black box machine learning methods using biplots
Published 2020“…This allows the output of the model to be represented by colour coding each point on the biplot plane according to the output of an independently calibrated machine learning model. …”
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Automated Machine Learning for Predicting Trends in Time Series Data
Published 2022“…However, manual ASHO is expensive and often results in a sub-optimal or mediocre model because it needs extensive experimentation as well as domain specific and Machine Learning (ML) expert knowledge. …”
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Machine Learning Multimodal Framework for Fake News Detection and Mitigation
Published 2024“…Specifically, it will examine how contextual information can enhance detection of fake social posts and the extent to which integrating news articles can further enhance this performance. Large langugae models are used for textual representation of social posts and news articles, and deep learning neural networks are used to capture the contextual features of the text and identify the post as fake or real. …”
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Radar-Based Multi-Target Classification Using Deep Learning
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Extractive Text Summarization on Single Documents Using Deep Learning
Published 2022“…The objective of this thesis is to study the performance of deep learning-based models on text summarization through a series of experiments, and propose “SqueezeBERTSum”, a trained summarization model fine-tuned with the SqueezeBERT encoder which achieved competitive ROUGE scores retaining original BERT model’s performance by 98% with ~49% fewer trainable parameters.…”
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