Dr Shahana Bano
Biography | I am interested in interdisciplinary applications with a deeper understanding of image classification, speech recognition, the Internet of Things, cyber security, AI agents and the impact of social media apps on public health. My research focuses on analysing large-scale datasets for better understanding and evaluation of real-time problems using machine learning and deep learning algorithms. My research often focuses on extracting meaningful patterns from large datasets, which has applications in various domains such as environmental monitoring and social media analysis. Like working in the cyber research area on predictive policing to address violence against women and girls and exploring the impact of social media on youth violence, focusing on the role of group dynamics, gossip, and online interactions, Deep Learning AI Model for the Prediction of Intracerebral Haemorrhage and Entering and Exiting the Manosphere Using Machine Learning. Moreover, I have explored the intersection of machine learning and the Internet of Things (IoT). Working on environmental smart agriculture monitoring system using IoT, which aims to optimize agricultural practices through real-time data collection and analysis. This system can help farmers make informed decisions, leading to increased productivity and sustainability in agriculture. |
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Research Interests | Computer Vision Image Analysis Machine Learning Data Analytics Internet of Things Text to Speech Systems Social Media Threat Intelligence |
Teaching and Learning | CM1123: Data Analysis CM1119: Problem Solving and Maths CM1118: Mathematics for Computing CM1400: Introduction to Python Programming CM3710: Machine Learning and Artificial Intelligence CM1102: Problem Solving and Modelling CMM007: Intranet Systems Development CMM531: Data Warehousing CMM028: It Infrastructure and Administration CMM020: Data Visualisation and Analysis |
ResearcherID | IAM-1192-2023 |
Scopus Author ID | 56175631300 |
PhD Supervision Availability | Yes |
Ensure healthy lives and promote well-being for all at all ages
Conserve and sustainably use the oceans, seas and marine resources for sustainable development
Protect, restore and promote sustainable use of terrestrial ecosystems, sustainably manage forests, combat desertification, and halt and reverse land degradation and halt biodiversity loss