Bone fractures are a critical medical condition requiring early and accurate detection to ensure
timely treatment, yet conventional analysis relies on manual interpretation, which is time-
consuming and prone to error ...
The rapid spread of fake news across digital platforms has occurred as a significant risk to
societal trust, community safety, and political stability. Misinformation campaigns often exploit
various media formats such ...
Reactive, threshold-based autoscaling mechanisms in Kubernetes are inadequate for modern cloud-native applications, as they fail to efficiently manage dynamic workloads, leading to performance degradation and inefficient ...
Communication barriers for the hearing-impaired community in Sri Lanka persist due to the
lack of accessible, real-time Sri Lankan Sign Language (SSL) translation systems that capture
emotional expressiveness. Existing ...
Road traffic accidents continue to pose a global public health challenge, resulting in over 1.3
million deaths annually and causing significant economic damage. Current road safety
measures and mobile solutions are often ...
Problem: Major Depressive Disorder (MDD) is a serious mental health condition affecting millions worldwide, which leads to reduced quality of life, disability, and an increased risk of suicide. Traditional MDD diagnostic ...
The growth of mobile financial transactions presents new challenges for fraud detection, where traditional and ML methods often miss emerging patterns. While Large Language Models (LLMs) offer advanced language understanding, ...
Problem: Shape-changing robots offer significant potential for navigating dynamic
environments, yet existing motion planning algorithms, primarily designed for rigid-body
robots, fail to meet the demands of dynamic ...
Brain tumor detection from Magnetic Resonance Imaging (MRI) scans is a crucial component of clinical diagnosis, treatment planning, and prognosis in neuro-oncology. Accurate identification of brain tumors at an early stage ...
Environmental, Social and Governance (ESG) aspects are non-financial elements attracting
investor interest as they increasingly incorporate them into their analyses to uncover significant risks and development prospects. ...
In the not-too-distant past, people have started using healthcare chatbots in an effort to get instant responses to their questions concerning their health. Most of the health chatbots still falter when patients ask them ...
The Sri Lankan IT job market is rapidly evolving, leading to a significant skill mismatch where job seekers often lack the competencies employers require, hindering employability and career growth. This is further compounded ...
This research addresses the significant challenge of low-resource Neural Machine Translation (NMT) between Sinhala and Tamil, two major languages of Sri Lanka that suffer from a critical lack of parallel corpora. The ...
Problem: The healthcare industry requires a secure and efficient system to verify and manage the credentials of professionals. Traditional centralized systems are prone to security vulnerabilities, inefficiencies, and ...
Healthcare data management faces significant challenges related to security, privacy, and
patient autonomy in an increasingly digital environment. This research introduces MedBlock,
a decentralized blockchain-based ...
The field of journalism is rapidly transitioning towards digital platforms, with a significant
emphasis on . Many leading newspapers and online news portals increasingly leverage advancements in Natural Language Processing ...
Emotion recognition in conversations (ERC) plays a critical role in building emotionally
intelligent systems for mental health monitoring, virtual assistants, and human-computer
interaction (HCI). However, the majority ...
This research proposes a novel approach to software effort estimation in the Fintech domain by
leveraging deep learning and hybrid machine learning techniques. Traditional estimation methods
such as COCOMO and Function ...
Maintaining software products is a continuous process where feature improvements, code
refactoring, and bug fixing must be done regularly to ensure the quality of the product. Bug
triaging, the process of identifying the ...