Browsing MSc Business Analytics by Issue Date

Forecasting ASPI Using Artificial Neural Networks (ANNs) and Comparison between ANN Architectures On Forecasting

Perera, Udara Nayanakantha (2020)

The stock market plays a significant role in a country’s economy as it directly impacts the mobilization of money in the economy. Recently, researchers and analysts have built various models to forecast the stock markets. ...

Delivery Capability Prediction in Iterative software Development during Mid Sprint

Mohamed, Shareefa Mareyam (2020)

Agile methodology or framework which is an iterative software development method has increased the rate of success of a software project in most of the companies tremendously over the past few years. Fast delivery, on-time ...

Automated Teller Machine Failure Prediction on Time Series Data

Dharmasiri, Kavinda Vishan (2020)

Automated Teller Machines (ATM) have revolutionized the way banking services are delivered to its customers. ATM installation, operation and maintenance costs have lead banks to focus more on reducing the ATM failures and ...

Predictive Model for Operational Level Employee Turnover In Apparel Industry

Wawulambokka, Gamage Hashini Chamathka (2020)

Employees are the most valuable resource of any company and employee turnover has become a major problem among all industries. Therefore, it is important to identify the reasons why these valuable employees leave and ...

Implementation of Early Warning System of Loan Customer Default for Bank in Sri Lanka

Wickramasinghe, Don Sachini Gayanjalie (2020)

Credit has been the main source of income for bank throughout banking history. With deteriorating economic conditions, identifying the best person to grant credit has become a challenge. In the current Sri Lankan context, ...

Raw Material Risk Prediction Tool

Salley, Abdul Qadir Reyyaz (2020)

Apparel Manufacturing is considered to be one of the most important sectors in a country like Sri Lanka especially when the country’s economy depends on exports. With the introduction of Industry 4.0, the Apparel manufacturing ...

A Valuation Model to Derive Land Prices in Sri Lanka

Seneviratne, Dinindu (2020)

Real Estate is known to be a scarce resource in the modern world. Lands which can be categorized as a subset of real estate refers to the area on earth which people use to build buildings for residential or business use. ...

Predictive Model for Analyzing Relationship Among Bank Profitability Bank Specific Macroeconomic Determinants and Elements of Expected Rate of return: Evidence from Sri Lanka Banking Sector

Senevirathna, Dewagiri Mudiyanselage Gaya Ramya (2020)

Analytical Models for Hotel Revenue Management: A Case Study

Biyanwila, Chathuni (2020)

In this research, aim was to forecast daily number of guest arrivals for a boutique villa and to use machine learning methods to predict the room sell rate and to find most robust models for each task. Historical daily ...

Implementing Ontology-Based Chatbot for Enterprises Resource Planning Systems

Alahakoonge, Rivini Hansika Pramodi (2020)

Over the years Enterprises Resource Planning (ERP) systems have changed certain features about their products. They have made it easy to use. But on the other hand, it was not always user friendly due to complex ...

A Predictive Model in Claims for Group Health Insurance A Case Study

Ramanayake, Lakmini Maheshika (2020)

This thesis is on determining a robust model for the claims prediction in the OPD claims category of a Group Health policy by using a machine learning approach and to identify the contributing variables as well as patterns ...

Predicting Future Expenses from Personal Data with Machine Learning for Employed Graduates in Sri Lanka

Karunagaran, Uthistra (2021)

" The focus of this research study is to attend to research that has a significant impact on one life to change for the good. This objective is discussed, and the solution will be implemented using the knowledge and ...

A Machine Learning Approach for Predicting Motor Claims

Wicramasinghe, Hewage Lahiru Prasad (2021)

" The insurance industry operates on the philosophy of uncertainty, which means the accidents and the related clams which can occur cannot be predicted. However, with the advancement of technology and statistics ...

Detecting Money Laundering & Fraudulent Activities in Online Ordering Platforms

Perera, Ponnambaduge Surath Chathumal (2021)

" Since the advent of e-commerce, we have had access to online marketplace and restaurant platforms at the tip of our fingertips. Nowadays, online ordering platforms play a significant role in daily life, especially ...

Identify suspicious transactions

Punyarathna, M. W. Jagath Renuka (2021)

Abstract In the banking industry, there are many types of risks in money transferring activities such as terrorist financing, money laundering, fraudulence transactions related to business activities and use of non-business ...

Implementation of Customized Promotion Scheme for The Retail Industry Using Machine Learning Techniques

Wijesekara, Thisal Avishka (2021)

Retail is a key commercial activity as it offers customers the opportunity to purchase goods and services from different types of merchants. Today, the area of retail trade is complex and diverse. It includes the sale of ...

Developing a predictive analytical model to improve the recruitment efficiency of interns in ABC company

Puswala, Keshavi Upeksha Dilhani (2021)

" Businesses are operating in a volatile, competitive, unpredictable world with changes that happen more frequently than ever before. In a context like that, an organization needs to have an unstoppable and a definite ...

"Predicting western province retail sales of XYZ company using the effect of promotions, events, product introduction, range of the products and rainfall "

Udugoda, Waraddana Mudiyanselage Thilina Bandara (2021)

" Predicting sales has become a vital role in consumer durable retail industry with the increased competition. The importance of this has increased due to its direct and indirect affect to the company’s profitability. ...

Personalized content based package recommendation model for a telecommunication company using machine learning

Dambure, Liyanage Nayushani Yasanthi (2021)

" In this research, the research and the implementation are on personalized content-based packages recommendation for mobile telecommunication subscribers. In fact, the subscriber will be recommended by items like the ...

Identification of candidate that can be utilized as remote working resources using machine learning techniques

Wijesinghe, Anton Sunanda Fonseka (2021)

" This research is on the idea of how ideal candidates for remote working can be assessed for stage one recruitment. It explores various ways of creating a single model to provide results for analysis via machine ...

Browsing MSc Business Analytics by Issue Date

Browsing MSc Business Analytics by Issue Date

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