Search Results - "machine learning"
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Effective parallelisation for machine learning
Published 2017“…This is a significant step towards a general answer to an open question [21] on efficient parallelisation of machine learning algorithms in the sense of Nick’s Class (NC). …”
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Machine learning in fMRI classification
Published 2016“…Thus, the aim of this paper is to prove the need of machine learning in fMRI classification.…”
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Machine learning for improving heuristic optimisation
Published 2015“…In this thesis, we introduce an advanced machine learning technique, namely, tensor analysis, into the field of heuristic optimisation. …”
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Machine Learning Malware Detection For Android
Published 2022“…Therefore, this research proposes a malware detection system using machine learning. This research objective is to detect the malware that attacks Android smartphones more accurately. …”
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Machine learning for email filtering and categorising
Published 2023“…This project encompasses the classical machine learning method, conventional neural networks, and transformers for the tasks. …”
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Hotel recommendation system with machine learning
Published 2023“…This phenomenon presents a challenge for customers in their search for a suitable hotel that aligns with their specific requirements. Machine learning techniques were employed to develop a hotel recommendation system as a means of addressing this issue. …”
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Mapping the distribution of oil palm using Landsat 8 data by comparing machine learning and non-machine learning algorithms
Published 2019“…Hence, the mapping of oil palm distributions via machine learning algorithm was better than that via non-machine learning algorithm.…”
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Machine learning cases in clinical and biomedical domains
Published 2018“…To better understand the machine learning concept, hypothetical data of glaucoma cases are presented. …”
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Malware detection through machine learning techniques
Published 2019“…We conclude that Machine Learning techniques are practical to be applied as anti-malware solutions including for Zero-day attacks.…”
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A machine learning approach to geochemical mapping
Published 2016“…As the quality and coverage of remote sensing and geophysical surveys continue to improve, machine learning methods will provide a means to interpret the otherwise-uninterpretable.…”
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A tutorial on machine learning in educational science
Published 2016“…In particular, during the tutorial we introduce elementary tools for using machine learning models in education. Although the methodology presented here applies in any programming environment, we choose R and CARET package due to simplicity and access to the most recent machine learning methods.…”
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Machine Learning and Home Automation for Energy Optimisation
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