Browsing 2021 by Issue Date

Serverless performance improvement for Knative using predictive auto scaling

Nanayakkara, Pallage Kamindu (2021)

"Function-as-a-service (FAAS) is a capability Serverless computing platforms provide to the end-users with the promise of fine-grain scalability, high availability by abstracting away the infrastructure provisioning/management ...

Improving Efficiency of Debt Collection using Predictive Analysis

Perera, Bentarage Thanuja Dulanthi (2021)

"Debt Collection is a large industry in developed countries where buying on credit is a way of life. Consumer companies engage their energies on sales or products rather than collection of invoices. Debt collection companies ...

NoSQL technology to manage third party static data in content management of travel reservation system

Ranaweera, Arachchilage Thakshila Namali (2021)

"The reservation system in travel industry are web base online systems. The system gives the available inventory details without delaying on landing page according to on search criteria by user. Even this is online ...

Improve debt collection using machine learning

Vasuthevan, Minoothine (2021)

Debtor collection plays a key role in any kind in business industry. someone assortment can be a cogitate endeavor by a trade to assemble a commitment that has complete up overdue. In typical exchanges between two ...

RECURRING TRANSACTION ANALYSIS OF FINTECH PAYMENT PLATFORMS TO YIELD COST-EFFECTIVE FINANCIAL PLANS

Kulatunga, Indika Romesh (2021)

The Fintech industry and mobile based payments are in a significant increment. Specially with the global pandemic people are using more online shopping / payments than ever. Even without the help of pandemic the numbers ...

Custom NER model for pandemic outbreak surveillance using Twitter

Jayathilake, Hansinie Madushika (2021)

Pandemic outbreaks have become the most significant discussion all over the world at the time of writing this report. Pandemics can cause serious public health consequences if no action was taken in advance, since ...

Molecules Identification from 1H NMR Spectrum Using Deep Learning Techniques

Chamali, Madduma Hallinna Liyanage (2021)

Integrating the chemistry concepts about NMR and the deep learning technology advance concepts, in here predict the SMILES structure of molecules for the given 1H NMR spectrum. The NMR is the principal method to identify ...

Improving mobile money fraud detection using social network analysis and data mining techniques

Gamage, Paththini Harini Prasadi (2021)

Mobile money service is an emerging technology, which has gained rapid growth over the past years. Especially in developing countries, mobile money service has become a popular platform where it does not require any ...

A Framework to Predict the Impact of a Social media Trend using Trend Analysis Techniques

Handagama, Handagama Ralalage Charith Lakmal Bandara (2021)

In the digital era we are citizens in a global village connected through internet despite the geographical boundaries. We use social media platforms to share our experiences and thoughts with our friends, colleagues, ...

A Hybrid Machine Learning Approach For Intent Classification of Domain Specific Twitter Content

Seneviratne, Jayasundare Prarthana Devindi Seneviratne (2021)

In modern society, social media has become a part of our everyday routines. Not only has it made connecting with people and building and maintaining relationships with people even in far off parts of the world effortlessly ...

Improving autonomous driving by combining reinforcement learning with imitation learning

Karunaratne, Lakshin Chinthana Dias (2021)

Road accidents contributes as one of the major causes of deaths in the world. Irresponsible driving behaviors such as not obeying road rules, driving under the influence of alcohol and drugs and driving when sleepy and ...

Resource Prediction using RNN Architecture and Decision Tree Algorithm

Nanayakkara, Hewapatinige Asela Buddhika (2021)

Every year, companies all around the world are spending trillions of dollars on their IT infrastructure. In many cases, these companies are overutilizing their IT infrastructure in order to achieve sustainable and ...

Handwritten test recognition for Sinhala language (Online)

Hansi, Dananjana Welivita (2021)

Sinhala is the official language of Sri Lanka which is widely used in the island. The Sinhala language comprises of an alphabet as well as spoken language. Sinhala has its own digital fonts where it is used in electronic ...

A lightweight user-space network driver for high performance file transfer

Wickramasinghe, Damith Nelanka (2021)

Today systems use various communication paradigms to send data from one point to another. Among these, file transfer has become one of most important technology which revolutionized the work done today. It enables to ...

Identify birds and optimize wildlife tourism experience using predictive analytics

Nawarathna, Janaka Prasad (2021)

The focus of this research study is to implement a project called identifying and optimizing wildlife tourism using predictive analytics. At present, there is no accurate method to specify how an animal in the wild is ...

Market price prediction of used automobiles using voting ensemble method in ML

De Silva, Laththuwa Handi Sanjaya (2021)

The automobile industry is rapidly changing, and car prices are only going up every day (“Used Car Market Size & Trends Report, 2020-2027,” n.d.). With the current global economic situation, the majority of the people ...

Deep Transfer Learning Model for COVID-19 pneumonia classification using Medical Image Data on low computational power devices

Weerathunga, Ishaka Dilhani (2021)

Coronavirus Disease, also known as COVID-19, is an infectious disease that was first found in December 2019 in Wuhan, China. Following that, the virus swiftly spread over the world, eventually affecting 221 nations and ...

Similarity analysis of short documents VIA NLP, DNN ecoder-decoder mechanism and LSTM

Abeyratne, Ramitha Ishan (2021)

Humans rely on information deeply in this competitive modern era. A common and prominent method of seeking information is by using forums. People express their opinions and gather answers to questions using them. ...

Aspect Based Opinion Mining from User Review Articles Using Text Embedding for Topic Modelling

Fernando, Carlela Richardson (2021)

Customer satisfaction is the key to any businesses. In older days consumer opinions had gone unheard. Now the technology has improved. Internet has made tremendous change on human interactions. Customers now could make ...

Time-series forecasting in retail sales of pharmaceutical products based on day temperature and holidays

Anuradha, Nanayakkara Uluvitige (2021)

This thesis joins the vivid details about pharmaceutical sales predictions using predictions models, feature selections along with their respective analysis. Collectively, existing thesis works from different researchers ...

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