"This study dives into the complexities of fraud job detection in imbalanced datasets, a common problem in machine learning (ML) applications. Using a large dataset of fake and genuine job advertisements, the study ...

"This study focuses on accurately forecasting daily peak electricity demand in Sri Lanka, a critical aspect of energy management. During peak hours, electricity generation relies heavily on thermal energy, which consumes ...

"Auto visualization creating system which work with column header names to identify columns through a classification model. Word Embeddings of columns names obtained through clip-multilingual model & classification model ...

This research navigates the intricate landscape of beverage demand forecasting, emphasizing the fusion of advanced machine learning techniques with ethical considerations in addressing real world business challenges. Chapter ...

"This research focuses on developing a predictive model to forecast future stock prices of companies within the ""Materials"" industry listed in the “Colombo Stock Exchange”, by leveraging financial ratios. Utilizing a ...

The stability of a country's financial system is pivotal for economic growth, with banks serving as its backbone.However, recent challenges, including a rise in Non-Performing Loans (NPLs), have necessitated proactive ...

"Traditional aspect-based sentiment analysis involves extracting themes from unstructured data and tagging each review with keywords linked to the themes. However, this approach assigns the overall polarity of a review to ...

"The air freight forwarding industry plays a vital role in global trade by transporting high-value and time-sensitive shipments worldwide. However, predicting air freight rates has become increasingly complex due to market ...

"This research focuses on automating the process of identifying mental distress among finance professionals in Sri Lanka using machine learning techniques. The objective is to develop an automated system that can detect ...

In the realm of banking and financial institutions, the pivotal role of collecting public deposits and disbursing funds through various loan products underscores the importance of managing loan portfolios efficiently. ...