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Browsing Theses and Dissertations (Electrical & Mining Engineering) by Subject

Browsing Theses and Dissertations (Electrical & Mining Engineering) by Subject "Machine learning"

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Classification and severity prediction of maize leaf diseases using Deep Learning CNN approaches

Sibiya, Malusi (2021-06)

Maize (zea mays) is the staple food of Southern Africa and most of the African regions. This staple food has been threatened by a lot of diseases in terms of its yield and existence. Within this domain, it is important ...
Data mining and predictive analytics application on cellular networks to monitor and optimize quality of service and customer experience

Muwawa, Jean Nestor Dahj (2018-11)

This research study focuses on the application models of Data Mining and Machine Learning covering cellular network traffic, in the objective to arm Mobile Network Operators with full view of performance branches (Services, ...
Development of neural network-based speech/non-speech discrimination algorithm for audio files

Redelinghuys, Herman (2022-01)

For research in speech processing and analysis of audio content in general, extensive data sets are required. Creating such a dataset manually turns out to be time and labour consuming, but it is a task very suitable ...
Quadri-dimensional approach for data analytics in mobile networks

Minerve, Mampaka Maluambanzila (2018-10)

The telecommunication market is growing at a very fast pace with the evolution of new technologies to support high speed throughput and the availability of a wide range of services and applications in the mobile networks. ...
Weather classification from still images using ensemble method

Oluwafemi, Ajayi Gbeminiyi (2021-01)

In the field of computer vision, multi-class outdoor weather classification is a difficult task to perform due to diversity and lack of distinct weather characteristic or features. This research proposed a novel framework ...

Browsing Theses and Dissertations (Electrical & Mining Engineering) by Subject "Machine learning"

Browsing Theses and Dissertations (Electrical & Mining Engineering) by Subject "Machine learning"

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