A computational procedure for the recognition and classification of maize leaf diseases out of healthy leaves using convolutional neural networks M Sibiya, M Sumbwanyambe AgriEngineering 1 (1), 119-131, 2019 | 226 | 2019 |
An algorithm for severity estimation of plant leaf diseases by the use of colour threshold image segmentation and fuzzy logic inference: a proposed algorithm to update a “leaf … M Sibiya, M Sumbwanyambe AgriEngineering 1 (2), 15, 2019 | 56 | 2019 |
Automatic fuzzy logic-based maize common rust disease severity predictions with thresholding and deep learning M Sibiya, M Sumbwanyambe Pathogens 10 (2), 131, 2021 | 50 | 2021 |
State-of-the-art in 1d convolutional neural networks: A survey AO Ige, M Sibiya IEEE Access, 2024 | 17 | 2024 |
A comprehensive analysis of real-time car safety belt detection using the yolov7 algorithm L Nkuzo, M Sibiya, ED Markus Algorithms 16 (9), 400, 2023 | 5 | 2023 |
Deep Learning Models for the Detection of Plant Leaf Diseases: A Systematic Review M Sibiya, M Sumbwanyambe Preprints, 2019 | 4 | 2019 |
An embedded fuzzy logic microcontroller for plant condition monitoring: a wireless sensor network odyssey M Sibiya, M Sumbwanyambe 2019 Southern African Universities Power Engineering Conference/Robotics and …, 2019 | 3 | 2019 |
Automatic Fuzzy Logic-Based Maize Common Rust Disease Severity Predictions with Thresholding and Deep Learning. Pathogens 2021, 10, 131 M Sibiya, M Sumbwanyambe s Note: MDPI stays neu-tral with regard to jurisdictional clai-ms in …, 2021 | 2 | 2021 |
Classification and severity prediction of maize leaf diseases using Deep Learning CNN approaches M Sibiya, M Sumbwanyame University of South Africa: Pretoria, South Africa, 2021 | 2 | 2021 |
PH sensor using Fuzzy Logic on Arduino for the monitoring and control of acidity or alkalinity in reservoir's irrigation water M Sibiya, M Sumbwanyambe 2020 International Conference on Artificial Intelligence, Big Data …, 2020 | 2 | 2020 |
Controlling of microclimatic parameters of a greenhouse by using fuzzy logic and wireless sensor networks M Sibiya, M Sumbwanyambe 2019 International Conference on Advances in Big Data, Computing and Data …, 2019 | 2 | 2019 |
Systematic literature review on data preprocessing for improved water potability prediction: a study of data cleaning, feature engineering, and dimensionality reduction techniques K Phorah, M Sumbwanyambe, M Sibiya Nanotechnol Percept 20 (S11), 133-51, 2024 | 1 | 2024 |
Computer Vision-based Applications in Modern Cars for safety purposes: A Systematic Literature Review L Nkuzo, M Sibiya, E Markus 2023 Conference on Information Communications Technology and Society (ICTAS …, 2023 | 1 | 2023 |
Development of a Raspberry Pi Based Rain Predictor for Smart Retractable Roof Systems using Convolutional Neural Networks: A Study Based on Daylight Conditions M Sibiya, BC Bothma 2021 International Conference on Artificial Intelligence, Big Data …, 2021 | 1 | 2021 |
Comparative Analysis of ChatGPT-Generated Code and Kaggle Champion Performance in Water Potability Prediction: A Few-Shot Learning prompts Approach M Sibiya Nanotechnology Perceptions, 120-132, 2024 | | 2024 |
Machine Learning as a Tool to Forecast the Power Quality of wind Energy Power Plants: A Systemic Literature Review C Mbuyiselwa, S Malusi, M Elisha International Journal of Communication Networks and Information Security 16 …, 2024 | | 2024 |
Prompt Design through ChatGPT’s Zero-Shot Learning Prompts: A Case of Cost-Sensitive Learning on a Water Potability Dataset K Phorah, M Sibiya, M Sumbwanyambe Informatics 11 (2), 27, 2024 | | 2024 |
Pattern Matching in Python: Expanding the Horizons of Engineering Applications M Sibiya International Conference on Artificial Intelligence and its Applications, 80-86, 2023 | | 2023 |
A Bridge to Machine Learning for Zero Computer Science Community: A Machine Learning Path with Linear Regression M Sibiya, ED Markus International Conference on Intelligent and Innovative Computing …, 2022 | | 2022 |
Optimised Detection of Anredera Cordifolia (Madeira Vine) using a Mask-RCNN and Anredera Cordifolia’s prominent features as object classes M Sibiya, S Nkosi, S Xulu 2022 3rd International Conference on Next Generation Computing Applications …, 2022 | | 2022 |