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Master of Science By Research: Recent submissions

Now showing items 21-40 of 52

Translation of named entities between Sinhala and Tamil for official government documents

Mokanarangan, T [Thesis-Full-text]

Analyzing existing machine translation approaches for Sinhala-Tamil official government documents have revealed the shortcomings when translating named entities. The diverse nature of the domain coupled with the lack of ...
Simulated annealing based optimized driver scheduling for vehicle delivery

Muramudalige, SR [Thesis-Full-text]

Simulated annealing based optimized driver scheduling for vehicle delivery ehicle delivery is a major business where third-party drivers are hired to deliver vehicles when they are relocated, sold, or while returning ...
Gene function prediction using evolutionary k-nearest neighbor algorithm

De Silva, HM [Thesis-Full-text]

High-throughput gene annotation data are available in many popular model organism databases and repositories. These data are often incomplete and still evolving while the functions of the genes are unknown or partially ...
Context-aware recommendation for data visualization

Athukorala LADP [Thesis-Full-text]

Today projects with data analysis play a significant role to give us suggestions to our daily problems. While understanding those analysis data user needs to get the meaning and the nature of the data. Data visualization ...
Autonomous retinal image analysis and content-based retrieval system for diagnosing diabetic retinopathy using deep convolutional feature extraction

Wijesinghe WOKIS [Thesis-Full-text]

The automatic classification and content-based image retrieval (CBIR) for a given retinal image of diabetic retinopathy (DR) are very essential since this is the leading source of permanent loss of vision in the working-age ...
Spatio temporal forecasting of dengue outbreaks using machine learning

Fernando ML [Thesis-Full-text]

Dengue is one of the most critical public health concerns in Sri Lanka which imposes a severe economic and welfare burden on the nation annually. Prior work has shown that there are multiple factors that contribute to ...
Techniques to speed-up counting based data mining algorithms on GPUS

De Silva A [Thesis-Full-text]

Data Mining by its definition is meant to deal with large volumes of data. Ever growing volumes of Data and increasing demand for data driven decisions are placing new requirements on Data Mining algorithms. To respond ...
Customer profiling to improve service and management of mobility on demand (MOD) Systems

Kumarage KTS [Thesis-Full-text]

A system which caters the mobility requirements/travel needs in real time with user demand is known as Mobility on Demand system (MoDS). Global companies like Uber, Lyft, and local company like PickMe can be considered ...
Real-time C2C matching of social media messages

Rilfi MRM [Thesis-Full-text]

Social media enables personalization of the Consumer to Consumer (C2C) business model where people could directly do business with each other without an intermediary by sharing their products, services, and consumer ...
Optimization of ready-mixed concrete truck scheduling using metaheuristic approaches

Hettiarachchi BD [Thesis-Full-text]

Ready-Mixed Concrete (RMC) is a perishable product; hence, specifications such as ASTM C94 recommend the delivery of RMC under 1.5-hours to ensure the quality. It is known that certain scheduling practices and driving ...
A rule - based toolkit for automated generation of microservices architecture

Perera KJPG [Thesis-Full-text]

Software applications play a critical role in current business world; hence it is necessary to design a quality and a sound architecture which facilitates it to become a scalable, extensible and highly available solution. ...
Automatic answer generation for math word problems

Fernando K [Thesis-Full-text]

A math word problem (MWP) is a mathematical problem expressed using natural language. In this research, elementary level set-related word problems in which information is given in set notation are considered. As per our ...
On demand high capacity ride sharing for mobility on demand (MoD) systems

Jayawardana VM [Thesis-Full-text]

Mobility-on-demand (MoD) systems are emerging as a novel mode for urban mobility which have enabled the users to have a reliable medium for mobility requirements. Ride sharing services provided by these mobility on demand ...
Affect level opinion mining of Twitter streams

Senarath WAYP [Thesis-Full-text]

Twitter is a social media platform which is used by millions of users to express their opinions freely. However, it is almost impossible to analyze the opinion manually due to the sheer number of Tweets generated per ...
Financial fraud detection using machine learning

Kodituwakku, TU [Thesis-Full-text]

The method of performing transactions by means of payment cards is extremely efficient and the payment card industry is rapidly growing in popularity. However, the frauds associated with the payment cards are increasing ...
Modeling and enhancing fuel economy of fleet vehicles based on data analytics

Wickramanayake, SKK [Thesis-Full-text]

Fuel consumption of a vehicle depends on several internal factors such as distance, load, vehicle characteristics, and driver behavior, as well as external factors such as road conditions, traffic, and weather. Moreover, ...
Schedule optimization of freight vehicle fleet using data analytics

Keerthisinghe, NACM [Thesis-Full-text]

Schedule optimization is a key decision process of fleet management. However, truck and driver scheduling in multi-plant goods distribution is a complex problem due to geographically distributed customer sites and plants, ...
Efficient translation between Sinhala and Tamil using part of speech and morphology

Shanmugarasa, Y [Thesis-Full-text]

Machine translation is the process of translating a document from one language to another with the aid of a computer. Even though many machine translation technologies exist, statistical machine translation (SMT) still ...
Assessment and error identification of answers to mathematical word problems

Kadupitiya, JCS [Thesis-Full-text]

In Mathematics, the term “word problem” is often used to refer to any mathematical exercise where significant background information on the problem is presented as text rather than in mathematical notation. This research ...
Automatic evaluation and error identification of solutions to single-variable algebraic questions

Erabadda, ELBH [Thesis-Full-text]

There are two types of single-variable equation solving questions that are present in the Ordinary Level mathematics curriculum in Sri Lanka: linear equations with fractions and quadratic equations. Answers to these questions ...

Now showing items 21-40 of 52

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