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Delphi – A Telco Churn Prediction System based on Ensemble Learning

Rajendran, Apiseg (IIT, 2023)

"Predicting customer churn in the Telco industry is a major problem. Customer churn refers to the percentage of customers who terminate their services with a company in a given period, often due to dissatisfaction or the ...

Decentralised Data Marketplace Using AutoML

Samad, Shuhaib (IIT, 2023)

"In today's dynamic business world, Small and Medium Enterprises (SMEs) face challenges in automating customer service and securing customer data. E-businesses require quality customer service and product quality assurance, ...

Music recommendation system based on facial expressions, with or without face mask

Wimalaweera, Rakhitha (IIT, 2023)

"This MOOD TUNES music recommendation system utilizes facial expressions to determine the user's mood and preferencesDue to its versatility and utility in the present pandemic crisis, this device can function well in both ...

Image Processing Based Classification of Pest Damage and Low Fertilizer Deficiencies in Scotch Bonnet

Madushanka, Kasun (IIT, 2023)

"The author was aimed to detect difference between scotch bonnet leave structure which are having symptoms that can occur from chili thrips damage and low fertilizer deficiency. The reason is to classify this symptom is ...

Text Summarization for Online News Articles

Imam, Hamra (IIT, 2023)

"In the era of digital information, the overload of online content, particularly news articles, has made information gathering a challenging and time-consuming task. This problem is exacerbated for readers with short ...

Skin Lesion Classification using an Ensemble of Multi-Channel Attention-based Deep CNN and Vision transformers

Wanigasekara, Merenchi (IIT, 2023)

"Dermatological disorders are one of the most prevalent and significant causes of impairments worldwide. Reliable automated skin lesion segmentation and feature classification approaches can boost the ...

Lankan Hate Check - A Deep Learning Approach to The Detection & Categorization of Sinhala or Singlish Hate-Speech

Sirimanne, Senesh (IIT, 2023)

With the increasing use of the internet and social media, the spread of hate speech has become a major concern. This research aims to address the issue of hate speech detection and categorization in the context of Sri ...

Writer Identification Using Handwriting Analysis and Deep Learning

Sriskandarajah, Raveen (IIT, 2023)

"Handwriting is a sort of behavioral human biometrics that is unique to each individual and changes over time. It can be used as a secondary identifying mechanism for systems that require verification or in legal ...

Deep Learning Approach for Fake News Detection in Sinhala English Mixed Code Language in Social-Media

Adikaram, Duvini (IIT, 2023)

"The primary goal of this research endeavor is to develop a system that can effectively identify fake news written in Romanized Sinhala by utilizing a bi-directional LSTM model. By leveraging deep learning techniques and ...

The Pacer's Guide

Wickramasinghe, Pasal (IIT, 2023)

"Artificial intelligence has become the newest analytical powerhouse in the modern world. Since their introduction, the application of machine learning and computer vision algorithms in data analytics has gained popularity. ...

Semantic Bot: A Semantic Question Answering System for Raw Documents

Anchelo, Adrian (IIT, 2023)

"Semantic searches allow users to retrieve relevant information from raw data. Advancement in embeddings such as transformer models have made the semantic retrieval more efficient. However, the use of transformers requires ...

UnTrap: Automated Recognition of Sri Lankan Wildlife in Camera Trap Images Using Deep Learning

Perera Manuelpillai, Lysandra Shontaal (IIT, 2023)

"Sri Lanka, an island renowned for its abundant faunal biodiversity and endemism, addresses the challenges of monitoring and understanding its diverse wildlife by employing motion-triggered camera traps. Yet, the manual ...

Prioritizing Churning Customers by a Risk Level Analysis using Machine Learning

Piliththuwasam, Hasara (IIT, 2023)

Customer churn in the telecommunication sector is a tendency of customers to cancel their subscriptions to a service they have been using and, hence, stop being a client of that service. Customer churn is one of the major ...

Biasblocker – a Hate Speech Detection System for Transliterated Sinhala-English Code- Mixed Language

Kodithuwakku, Hashini (IIT, 2023)

"This study proposes a novel system for identifying hate speech in transliterated language that is a mixture of Sinhala and English. Due to the intricacy of the language and the prevalence of code-mixed languages on social ...

An e-commerce website that include vehicle recommendation engine based on consumers browsing history

Perera, Nethre (IIT, 2023)

"The research initiative aims to streamline cosmetics selection by developing a personalized cosmetics-selling website. This platform uses a recommendation engine that employs content-based and collaborative filtering, ...

A website that sells cosmetics product that recommends cosmetics to customers based on their preferences using recommendation Engine

Mahakumarage, Akshi (IIT, 2023)

"The research initiative aims to create a cosmetics-selling website that provides personalized cosmetic recommendations to customers based on their browsing preferences. The goal is to simplify the often challenging and ...

THE ARCHITECT - Automated Software Architecture Diagram Generator using Natural Language Processing

Gamage, Yasitha (IIT, 2023)

"Tea is a commonly grown, highly favored culinary plant with a distinctive flavor and a wealth of nutrients in the agricultural industry. The harvest from tea is often good, and it is significant to global trade and ...

ASCSAS - An Automated Smart Contract Security Auditing System

Silva, Danuja (IIT, 2023)

"Over the past few years, smart contract development has been growing exponentially, leading to powerful decentralized applications utilized in many crucial high-value fields such as finance and asset transfer. Despite all ...

UI Color Recommendation System

Ahamed, Shakir (IIT, 2023)

All of the components that users interact with make up a software application's user interface, and color is crucial to this process. In addition to improving a website's looks, a strong user interface optimizes a website's ...

EvaluAIze: Aspect based Sentiment Analysis for Review Analysis System

Gunasekera, Disuri (IIT, 2023)

"Customer reviews are absolutely vital in today's digital world for determining a product or service's reputation. Businesses can obtain insightful feedback from their customers through a well-thought-out customer review ...

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