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Browsing 2021 by Title

Browsing 2021 by Title

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  • Image processing based auto insurance claims fraud detections 
    Masingha, M. D. N. T (2021)
    " One of the major challenges faced by insurance companies in the present-day scenario is Automobile Insurance Fraud. These scams are opportunistic or professional. Fraud in Motor insurance is done by intentional ...
  • IMAGES Novel gans architecture improving the quality for 3D model generation using 2D 
    Mihirangi, P. B. T. M (2021)
    " In the domain of the generative modelling since the first introduction of Generative Adversarial Networks (GANs) in 2014, GANs and its variations are identified as the finest image generative models in the state-of-art ...
  • Imagi-Tale for Dyslexic Kids 
    Wijerathne, H. G. M. D (Wijerathne, H. G. M. D (2021) Imagi-Tale for Dyslexic Kids . BSc. Dissertation Informatics Institute of Technology, 2021)
    " Narrative and stories in education have been the focus of increasing attention in recent years. So, for the starters, reading and writing is the key to that can unlock an unlimited number of doors. But what if we ...
  • Improve robustness in credit card fraud detection system for adversarial attack using machine learning 
    Herath, R. K. H. M. S. D (2021)
    " Many internet facilities have fascinated users to migrate to online banking and grow exponentially in the past few years. Payments done using credit cards are common and are quite crucial in numerous countries, and ...
  • Improving Safety for Infant’s Sleep from SIDS using Image Recognition 
    Piyaratne, M. A. M. D (2021)
    " In a world where productivity is key and an economy where inflation is rising at a staggering rate, household find it harder and harder to meet basic needs, let alone be able to hire afford childcare while they ...
  • "AN INFORMATION AND COMMUNICATION TECHNOLOGY-BASED APPROACH TO BUILD A COLLABORATIVE PEER GROUP LEARNING FRAMEWORK ON MOBILE AD-HOC NETWORK" 
    De Soyza, D. R. P (2021)
    " Peer-group learning is introducing in numerous academic organizations as a successful method to develop cognitive and social features. Every person can observe a spontaneous peer group exercise informally between ...
  • Intelligent Review Analysis System 
    Karunarathna, R. D. A. N (2021)
    " A customer review is an opinion shared by a customer towards his or her experience in a certain product, brand, or service. These customer reviews directly impact human choices are always influenced by the opinions ...
  • Intelligent Web History Management 
    Aadhil, M.M (2021)
    " In the 21st century, the web and the internet are almost part of the human lifestyle. According to the Internet Usage Stats 2019, On average, people are spending 6 hours and 42 mins on the web each day. Although ...
  • iPanther – Sri Lankan sign language converter 
    Rathnayaka, R. M. K. B (2021)
    " In past years, sign language conversion has become a hot subject in the software development industry. This can be used to facilitate contact with deaf people and people who aren't familiar with Sign Language. There ...
  • iSegmentor - Automating Generative Adversarial Networks using Neural Architecture Search for Semantic Image Segmentation 
    Ganepola, V. V. V (2021)
    " Semantic image segmentation is a crucial task in various fields that use computer-vision based applications. Generative Adversarial Networks (GANs) are attracting widespread interest in the data science community ...
  • Isolator: Selective Background Removal using Interactive Image Segmentation 
    Perera, H.D (2021)
    " Background Removal is the process by which the subject of an image is identified and the background around it is removed. It is used in many real-world applications including image editing software and background ...
  • K-means Clustering based ranking system to select best players among domestic cricketers 
    Dissanayake, G.S (2021)
    " Data science is a wide field of study that consist of data systems and processes that aims to use a scientific approach to maintain data sets and derive meaning from data. On the other hand, Machine Learning is the ...
  • Knowledge Distillation with Semi-Supervised Mechanism 
    Fernando, T. J. A (2021)
    " Deep learning technologies are used in various fields including voice recognition, image classification, fraud detection, virtual assistants etc. Creating a neural network to suit the requirement is quite easy with ...
  • Liked minded communities 
    Senthan, T (2021)
    " Social media platforms are a vast area of today's world, and social media are mainly focusing on business models and advertising. There are many researchers contributed towards social media stress releasing, hate ...
  • Liver Edge Detection System 
    De Zoysa, A.E (2021)
    " This paper analyzes the process of edge detection applied to liver sonograms and its benefit in the medical domain for aiding in the analysis and diagnosis of the human liver. To provide a solution, multiple edge ...
  • Machine Comprehension Platform for Sinhala Language 
    Abhayasekara, B. A. C. V (2021)
    " Along the time development in the natural language processing has helped a lot to improve the state -of-the-artlperformances on so many tasks regarding languages like English. But in Srilanka, Sinhala is the most ...
  • Machine learning approach for click fraud detection 
    Sasikala, D.D (2021)
    " Machine learning has been incorporated into many industries in recent years. Capturing acts such as committing fraud has become a game-changer with the integration of machine learning. It is quick as well as efficient ...
  • A Machine Learning Approach to Detect Image Based Web Phishing Attempts 
    Abeysooriya, S.R (2021)
    " Phishing is one of the oldest type of cybercrimes which tricks people to obtain their sensitive information such as usernames, passwords, and credit card information. Time to time the attackers have changed their ...
  • MaskNet: Occlusion Invariant Face Recognition for Face Mask Occlusions 
    Hemathilaka, D. S. R (2021)
    " Computer vision is the field that attempts to gain an understanding of visual context to infer something about the world using an observed image or visual data. It is one of the most important components of artificial ...
  • MGAZE: Gaze Enabled Mobile Accessibility 
    Chamika, H. L. S (2021)
    " Gaze based interaction is a growing research avenue in today’s world. It is popularly utilized in assistive technologies and authentication purposes. Owing to this, gaze as an input modality has gained attention ...

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