Browsing MSc Bigdata Analytics by Issue Date

Now showing items 1-20 of 117

Cloud Based Voting System Using Block Chain for Secure and tamper proof data storage

Delapalage, Akila (2018)

Digital transformation era has begun. With the advancements of the technology, cloud computing, Blockchain and decentralized applications are becoming so popular around the world. Systems are being globally accessible, ...
Prediction of causes of Accidents using logistic Regression Algorithm

Kathamutthu, S (2018)

The predictive analytics is an analytic technic which used to predict of unknown future or current events of a specific domain. Predictive analytics is such important where it can generate much valuable information of any ...
Xtream Analytica: Supercharge traditional data warehouse to a hybrid modern data warehouse

Chandrasekara, S.A.M. (2018)

Up to now most of the business intelligence system uses a traditional data warehouse which is installed on a on premise database instance. Most of the time this data warehouse is connected to an OLAP server and provide ...
Automatic Sarcasm Detection by leveraging Conversational Context

Shariq, Mohomed Shafeek (2018)

The dawn of Web 2.0 has seen a massive growth in user generated content in the web. Almost all web sites and applications today provide some form of interaction with its users, allowing them to share their experience, ...
Automatic Summarization of Privacy policies using Deep Learning

Wannakuwatte, Devmie (2018)

With the increase in web users and websites, the safety of the users’ privacy online is a major concern. When accessing a website or using a computer software, all users are presented with a Privacy Statement, that details, ...
A Parts of Speech Tagger for Divehi: A Step towards Preserving and Enrichment of the Maldivian Language

Rameez, Mohamed Shamikh (2018)

Divehi is a language used solely by Maldivians. However most of the Maldivians are using English instead of Divehi and the use of Divehi language are becoming less day by day. There is doubt that the Maldivian language ...
“Labelyzt” - Labelling GitHub Issues Automatically using Text Classification based on Neural Networks

Kodikara, Hemika Yasinda (2018)

Repository Management Services such as GitHub has become a gateway for Open-Source Softwares allowing developers around the world to collaborate. Service providers such as GitHub provides capability of tracking issues of ...
Serverless Computing Architecture for Fingerprint-based Audio Duplicate Identification

Randeniya, Ishan (2018)

This research explorers a distributed algorithm for similarity search in large audio database which has high scalability. Even though the database had been scaled, processing time will be an average time for all levels of ...
Cloud Based Tool for URL Metadata Topic Classification

Piyasena, Thulitha (2018)

With the explosion of web sites and increasing internet traffic is an indication of stronger digital presence of the individual and is becoming a good source of creating personas. To create the persona, it is essential to ...
Effective Pre-auction sample selection through a machine learning model for Sri Lanka Tea Board

Wijesinghe, W M I H (2018)

A Scientific method of selecting all possible fraudulent tea samples from the weekly pre- auction; where tea samples will be bided by the tea exporting companies to be purchased for exporting purposes is critical to mitigate ...
Predictive Based Multi factor Horizontal POD Auto Scalar for Kubernetes

Dabare, Niroshan (2019)

Kubernetes is a container orchestration tool which can be scaled to deploy application horizontally. Current horizontal pod auto scalar considers only average CPU utilization as a scaling factor. Also it scales the application ...
Sinhala Handwriting Character Recognition System Via a Deep Convolutional Neural Network

Weerasinghe, Sanjeewa Mangala (2019)

Sinhalese is a language mostly used in the country of Sri Lanka and it consists of a spoken and written form. As many Sri Lankans write in Sinhala, digitization of handwritten text will add value to many industries and ...
A Non-Relational Solution for Faster Reporting of E-Learning Systems with Relational Databases

Senarathna, D M H P (2019)

Even with the popularity of big data and NoSQL databases, web applications still tend to be integrated into relational databases as their data storage layer. One of the major reasons for this is the strong transactional ...
Improving Boosting Classification Performance using Cluster Centroid Under Sampling & Bayesian Hyperparameter Optimization for Predict Patients’ Readmission

Samayawardena, Dileepa Nuwan (2019)

Healthcare has been considered as one of the main stream priorities in any countries. This field has been raising gradually towards the scientific decision making to improve the quality indicators of the health care services ...
Decentralized Career Profile Management and Verification System Using Blockchain

Maldeniya, Sahan (2019)

Recruiting correct talent for job openings have always been a hard problem in human resource domain for generations. Using traditional software and systems can not solve this and only solution had been verifying credentials ...
Landmark Recognition using Convolutional Neural Networks

Ariyasena, Yasith (2019)

Landmark recognition can be an important aspect in our day to day lives and for businesses as well. Especially with the exponential growth in digital photography, a large set of images are readily available which can be ...
‘Affect-Pulse’ Intelligent Solution for Neuro Marketing using Machine Learning Techniques

Soris, Trevor Fabian (2019)

Marketing plays a significant role in any kinds of business. Product marketing requires Indepth researching, advertising, and selling products or services to reach out to the target audience. Retailing is undergoing rapid ...
Detection of hate speech written in Sinhala and Singlish language posted on social media by users in Sri Lanka using text analytics

Sheran, Ramachandran Rajindra (2019)

Detection of hate speech is part of sentiment analysis and sentiment analysis refers to the task of natural language processing to determine whether a piece of text contains some subjective information and what subjective ...
Detection of Hot Topics on Twitter using Named Entities and Event based Incremental Clustering

Jayasumana, Mallika Arachchige Prasad Akilendra (2019)

Social media a place where most of the people spend their day to day lives in. It is a place where people communicate and interact with each other, a place where they share their events and get updated on current events ...
Price Prediction Model for Sri Lankan Tea Industry Using Machin Learning

Gayan, Memmenda Arachchige Buddhika (2019)

Ceylon Tea is one of the most important industries to Sri Lankan economy, not only because it brings substantial amount of foreign currency to Sri Lanka, but also it creates a tremendous amount of jobs directly and indirectly ...

Now showing items 1-20 of 117

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