Browsing 2022 by Issue Date

AuthDoc: Content based fingerprinting of physical documents for tamper detection

Atapattu, Hashani (2022)

Most of the important documents on a life of a person such as birth certificates, passports, license, school or academic certificates, cheques, bills, marriage certificates and many kinds of other certificates and assertions ...

Stress intensity detection of gamers using electroencephalogram

Mallika Arachchige, Nishara (2022)

"Modern days, the internet and computer systems are increasingly pervasive in our everyday routines and have influenced the way we live. We should pay much attention as we are gaining from the facts as to how internet or ...

Ad hoc Reports Generating Chatbot from DB SQL queries by using Singlish Questions with NLP

Bebarende Guruge, Kasun (2022)

"Natural Language Processing is the intersection of linguistics, artificial intelligence and computer science and it uses in significant use cases in many domains. When it uses for enterprise level applications, it is a ...

Aspects identification and sentiment analysis for Sinhala & Romanized Sinhala social media comments in the telecommunication domain

Mahaliyanaarachchi, Kasun (2022)

In the modern context of the business world, the customer experience department is vital in any kind of business. The profit of the company highly depends on the customer experience optimization strategies followed by the ...

Optimizing learning algorithm of deep neural networks which use stochastic gradient descent as the optimization technique

Withanage, Sudheera (2022)

"Neural networks now have become the backbone of most of the businesses and services all around the globe. Training and tuning network parameters until it gives its outputs as accurately as possible is an integral part ...

NLP Interface for CI/CD pipeline generation and Cloud Infrastructure Management

Perera, Sahan (2022)

"In the current world of Information technology there is a need for software applications to be deployed rapidly. With many tools available for Software Engineers and DevOps Engineer there is always pressure to know and ...

Forecasting solar electricity generation using modelling

Daniel, Chrishanthan (2022)

"Our dependence on electricity is an ever-growing factor. As newer technologies and innovations reach the market, the consumption of energy in the form of electricity is expanding exponentially. On the other hand the cost ...

Predicting the malignant transformation risk of oral submucous fibrosis(OSF)

Perera, Namila (2022)

" Oral submucous fibrosis is an oral disease that could be seen among the population in South Asian countries. It starts with inflammation in any part of the oral cavity which leads to changes in fibers, causing stiffness ...

Reinforcement Learning Approach to Algorithmic Trading

Jayaweera, Samitha (2022)

"Algorithmic trading has been continuously dominating the financial market and making the percentage of manual traders becoming lesser by each year. Financial institutions and hedge funds have to carry out continuous ...

Detect hate and offensive speech (Sinhala / Romanization Sinhala Text) in social media

Senanayake, Udith (2022)

"Social media become a merge part of our lives. People more often use these platforms for various reasons. As these platforms create a cyber word for community different minded people join for these for various kind of ...

Prediction of intrest for mortor insurance products based on machine learning approaches using information on existing health insurance customers support cross selling opportunities

Perera, Wasana (2022)

Insurance sector is the most important domain currently available in all over the world which defined as a mechanism of transferring financial risk. Even though, preventing risk is unpredictable, insurance can financially ...

Reduce large batch jobs in telco using stream processing

Weerakkody Pathirannehelage, Nipun Thilanka (2022)

"Telecommunication industry is one of the largest and rapidly growing, changing and mostly competitive industries in any country and the world. When it comes to technology side industry helps to growth the technology and ...

Forecasting Chronic Pesticide Poisoning using Pesticide Residues in Agriculture

Amunugama, Malmee (2022)

"Chronic pesticide poisoning is becoming a common threat to humans as food is one of the main basic human necessities regardless of gender, country, race, or ethnicity. Records of the World Health Organization states ...

Real - Time forecasting of Covid - 19 patient severity using big data analytics

Kalapuge, Vindhya (2022)

"COVID-19 has been declared a global health emergency by the World Health Organization on March 11, 2020. From the date of the first confirmed case in China on November 4, 2021, there have been over two hundred million ...

Sinhala News Clustering using Contextual Word Embeddings

Hewaralalage Amaradasa, Dharshika Nayanathara (2022)

"With the modern-day technological expansions, accessing and sharing news has become a necessary commodity of websites and social media platforms. As a result, there are many news sites on the web providing myriads of ...

Development of a Customer Creditworthiness Assessment tool using Predictive Analytics

Fernando, Santhushya (2022)

"All the banking and financial institutions recognize their credit borrowers as their biggest asset. Therefore, the decision made in lending credit to a customer should be done with proper care, such that the financial ...

Personal Credit Risk Management System for Sri Lankan Banks

Herath, Dilshan (2022)

The financial sector and banks are the leaders of a country's economic development. Banks set immense effort into managing credit losses as it causes a significant impact on a bank's performance. The latest business patterns ...

Machine Learning Based Approach for Soldering Defect Identification in Electronic Manufacturing

Fernando, Muthunama Gonnage Dinuka Praneeth (2022)

"Inspection of soldering quality has been a vital process in the electronic manufacturing industry to improve yield, reduce cost of manufacturing and make sure product reliability and quality. Soldering defect identification ...

Interpretation of Emoji Notations

Lekamge, Poshila (2022)

"Social media is an unavoidable technology which helps us to get connected with each other. Not only by sending text messages but also sharing thoughts and ideas can bring people together. Social media has been used for ...

TacoSi: A Sinhala Text to Speech System with Neural Networks

Kasthuri Arachchige, Tharuka Chathurani (2022)

"Text to Speech Synthesis (TTS) refers to a software program that converts text into speech and has a long history since the 12th century. This technology can be utilized for various purposes such as content reading, vehicle ...

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