Browsing by Subject "machine learning"
Now showing items 1-20 of 27
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Air Quality Prediction Using Machine Learning
(2021)The main basis of human survival is Air. The Air Quality Index is the value that qualitatively describes the condition of air quality. The greater the Air Quality Index, the more threatening risk to human health ... -
Artificial Intelligence in the Criminal Justice System: A Literature Review and a Survey
(2021)Companies, governments and security services around the world are now trying to use artificial intelligence to detect and prevent crime. Studies have shown that crime is predictable. The need is to just filter out ... -
Binary and Multi-Class Classification Using Supervised Machine Learning Algorithms and Ensemble Model
(2021)Classification is a vital aspect in data mining, where vast quantities of data are segregated into discrete classes. Models based on different statistical and machine learning approaches are used for this task. However, ... -
Building a Virtual Military Force for National Security, Stability and Development of Sri Lanka
(2021)The aim of this research paper is to explore the novel interpretations for building a Virtual Military Force for National Security, Stability and Development of Sri Lanka. The Virtual Arms Room, as a battle learning ... -
Development of intelligent outdoor camera sabotage detection system for large-scale camera systems using deep learning
(2023-09)The study presents a newly created camera-tampering detection system for outdoor cameras, aiming to overcome the boundaries of human monitoring. It is intended to be implemented in large scale camera systems to ... -
Housing Price Prediction Using Machine Learning
(2021)As housing price increases annually, offering unusual prices for houses that are not worth so much is a current problem faced by those who plan to buy a house. Moreover, most property investors also mislead by using fake ... -
Mobile Applications for Precision Agriculture Practices: A Review
(2021)In most developing countries like Sri Lanka, agriculture plays a vital role in economic and social aspects. Paddy cultivation is considered the most economically significant field of agriculture. Since farmers are ... -
Neural Network Based Weight Prediction System for Bariatric Patients
(2021)Obesity has become an epidemic condition in Sri Lanka as well as around the world. It is proven beyond doubt that Bariatric Surgery (BS) is the most effective option in treating morbid obesity patients, whose Body Mass ... -
Predicting the Freezing of Gait in Parkinson’s Patients based on Machine Learning and Wearable Sensors: A Review
(2022-09-29)Freezing of Gait (FoG) is a common incapacitating complication in Parkinson’s patients, which will temporarily hinder the forward progression and will prevent them from re-initiating their normal gait. This can lead to ... -
Prevention of Cyber Bullying using Machine Learning Techniques
(2021)Cyber bullying has rapidly increased in the past few years with the growth of social media usage and the COVID-19 pandemic. This study uses a dataset of 65000 tweets , splitting them into training and testing sets. ...