5 papers
Sentiment Informed Sentence BERT-Ensemble Algorithm for Depression Detection
Bayode Ogunleye, Hemlata Sharma, Olamilekan Shobayo
The World Health Organisation (WHO) revealed approximately 280 million people in the world suffer from depression. Yet, existing studies on early-stage depression detection using m…
A Systematic Review of Generative AI for Teaching and Learning Practice
Bayode Ogunleye, Kudirat Ibilola Zakariyyah, Oluwaseun Ajao +2
The use of generative artificial intelligence (GenAI) in academia is a subjective and hotly debated topic. Currently, there are no agreed guidelines towards the usage of GenAI syst…
Higher education assessment practice in the era of generative AI tools
Bayode Ogunleye, Kudirat Ibilola Zakariyyah, Oluwaseun Ajao +2
The higher education (HE) sector benefits every nation's economy and society at large. However, their contributions are challenged by advanced technologies like generative artifici…
An Optimal House Price Prediction Algorithm: XGBoost
Hemlata Sharma, Hitesh Harsora, Bayode Ogunleye
An accurate prediction of house prices is a fundamental requirement for various sectors including real estate and mortgage lending. It is widely recognized that a property value is…
Analysing the Influence of Macroeconomic Factors on Credit Risk in the UK Banking Sector
Hemlata Sharma, Aparna Andhalkar, Oluwaseun Ajao +1
Macroeconomic factors have a critical impact on banking credit risk, which cannot be directly controlled by banks, and therefore, there is a need for an early credit risk warning s…