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Browsing ICACT–2021 by Issue Date

Browsing ICACT–2021 by Issue Date

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  • A Systematic Approach to Identify the Breast Cancer Grades in Histopathological Images Using Deep Neural Networks 
    Silva, S.H.S.; Jinesena, T. M. K. K. (Faculty of Computing and Technology (FCT), University of Kelaniya, Sri Lanka, 2021)
    Breast cancer can be recognized as one of the most well-known and life-threatening cancers impacting women and this has been identified as the second most common cancer across the world. According to registered data, there ...
  • Aspect Based Multi-Class Sentiment Dataset for Bilingual eWOM of Commercial Food Products 
    Edirisuriya, Binguni; Asanka, Dinesh; Wijayanayake, Janaka (Faculty of Computing and Technology (FCT), University of Kelaniya, Sri Lanka, 2021)
    Aspect-Based Sentiment Analysis for product review opinion analysis is commonly utilized by the commercial food products manufacturing businesses to drive decisions regarding products. However, the general consumers are ...
  • Challenges of Adopting Blockchain Technology to Pharmaceutical Supply Chain – A Case Study from Sri Lankan Health Sector 
    Paththinige, Pavani Wasana; Rajapakse, Chathura (Faculty of Computing and Technology (FCT), University of Kelaniya, Sri Lanka, 2021)
    Ensuring the transparency of pharmaceutical supply chains is an important task to control the adverse health effects of counterfeit drugs. Blockchain technology has been widely recognized among supply chain researchers as ...
  • Database Management System Deployment on Docker Containerization for Distributed Systems 
    Kithulwatta, W.M.C.J.T.; Jayasena, K.P.N.; Kumara, B.T.G.S.; Rathnayaka, R.M.K.T. (Faculty of Computing and Technology (FCT), University of Kelaniya, Sri Lanka, 2021)
    Containerization is a novel technology that brings an alternative for virtualization. Due to the most infrastructure-based features, most computer system administration engineers use Docker as the infrastructure level ...
  • Hybrid Movie Recommendation System 
    Punitharasa, Sinthujan; Selvanajagam, Kirisanthi; Ramakrishnan, Thamilini; Chelvarajah, Amalraj; Weerasinghe, W.M.R.M. (Faculty of Computing and Technology (FCT), University of Kelaniya, Sri Lanka, 2021)
    Movie recommendations play a great part in the aspects of our social life. Such a system allows users to recommend a group of films based on their interests or the popularity of the movies. This research was conducted to ...
  • Convolutional Neural Network for Classification and Value Estimation of Selected Gemstones in Sri Lanka 
    Amarasekara, Samali; Meegama, Ravinda (Faculty of Computing and Technology (FCT), University of Kelaniya, Sri Lanka, 2021)
    Gemstone classification and value estimation are considered to be tedious tasks encountered in the gem industry all over the world. This happens due to colour variations found in the same gem type which is often difficult ...
  • Software Test Effort Estimation Using Machine Learning Techniques 
    Perera, Miyushi; Vidanagama, VGTN (Faculty of Computing and Technology (FCT), University of Kelaniya, Sri Lanka, 2021)
    Software testing is the method of verifying a software product to recognize any errors, gaps, or missing requirements versus the exact requirements. Manual testing and automation testing are the two strategies of software ...
  • A Deep Neural Network Approach for Analysis of Firewall Log Data 
    Lillmond, Chandesh; Suddul, Geerish (Faculty of Computing and Technology (FCT), University of Kelaniya, Sri Lanka, 2021)
    In this paper, we propose an intelligent approach for the classification of incoming and outgoing firewall traffic packets. A firewall is a quintessential tool that ensures the control of traffic over machines’ communication ...
  • Waste to Value through Rice Hull to Nano-silica: A Novel Paradigm of Sustainable Agronomy 
    Anuththara, Imasha K.; Kumara, Hasanka; Wijenayaka, Lahiru; Weerahewa, Darshani (Faculty of Computing and Technology (FCT), University of Kelaniya, Sri Lanka, 2021)
    Although Silicon (Si) in its bulk phases has long been used as a fertilizer in agriculture, specifically for those in the Poaceae family, the unique role their nanoscale counterparts may adopt in modern day agriculture ...
  • Modelling and Forecasting the Volatility of Daily Exchange Rate Using GARCH Model 
    Madhubhashitha, WKR; Aponsu, GMLM (Faculty of Computing and Technology (FCT), University of Kelaniya, Sri Lanka, 2021)
    The volatility of daily exchange rate is a significant economic indicator for open economic countries like Sri Lanka, when considering the international level trade. Therefore, it is very important to be aware of the ...
  • Modeling the Relationship between Profitability and Market Share of Licensed Commercial Banks in Sri Lanka 
    Hettiarachchi, Imesha; Ekanayake, Piyal; Aponsu, Lakshan (Faculty of Computing and Technology (FCT), University of Kelaniya, Sri Lanka, 2021)
    Sri Lankan banking industry comprises of two major types of establishments viz. Licensed Commercial Banks (LCB) and Licensed Specialized Banks of which the profitability of the former being determined by the size of the ...
  • A Consortium Blockchain Model to Overcome Issues in the Global Patent Authentication and Management Process 
    Gunasekara, Prageeth Thilina; Rajapakse, Chathura (Faculty of Computing and Technology (FCT), University of Kelaniya, Sri Lanka, 2021)
    Patent authentication and management is an important activity to protect the intellectual property rights of individuals and organizations globally. As the patents are territorial and the data management related to patent ...
  • Field Testing of Highway Bridges Enhanced by Assumptions of Composite Action 
    Lu, Renxiang; Judd, Johnn (Faculty of Computing and Technology (FCT), University of Kelaniya, Sri Lanka, 2021)
    A load rating procedure that involves field testing and composite action considerations for girders affected by external effects is presented in this paper. In the proposed procedure, the critical vehicle sequence for the ...
  • An Approach to Detect Fileless Malware that Maintains Persistence in Windows Environment 
    Atapattu, Malmi; Jayawardena, Buddhika (Faculty of Computing and Technology (FCT), University of Kelaniya, Sri Lanka, 2021)
    The rapid enhancement of the Internet in the past few years has increasingly impacted the general public’s work and life. As a drawback, this enhancement has also led to a major increase in malicious software on the internet ...
  • Solar Power as a Sustainable Energy Source and Readiness Level in Sri Lanka: A Review 
    Manjitha, Lasny; Munasinghe, Amila (Faculty of Computing and Technology (FCT), University of Kelaniya, Sri Lanka, 2021)
    Rapid demand for energy has influenced engineers and scientists' investigation on renewable sustainable energy solutions. Although a wide variety of sustainable natural energy resources are available, usableness depends ...
  • Audio Steganography using LSB Technique to Embedding Data 
    Shanmugaradnam, Dayanantha; Weerasinghe, Hesiri Dhammika (Faculty of Computing and Technology (FCT), University of Kelaniya, Sri Lanka, 2021)
    Data protection is a major concern on the internet medium. Data needs to be protected from intrusion, penetration, and data theft. Audio steganography is used to hide secret messages in an audio file. This method was ...
  • Impact of ZnO NPs on In Vitro Germination and Growth Characteristics of Rice (Oryza sativa) 
    Perera, Sujani; Rupasinghe, Thilini; Wijenayaka, Lahiru (Faculty of Computing and Technology (FCT), University of Kelaniya, Sri Lanka, 2021)
    A key feature of contemporary nanotechnology is the successful utilization of nanotechnological concepts in agriculture, for applications such as enhancement of the efficiency of crop production through improved seed ...
  • Agricultural Call Centres: An Overview Of 1920 Agricultural Advisory Service Usage, Sri Lanka 
    Rathnayake, Sanduni; Kamiss, T.A.; Dissanayeke, U.I.; Alahakoon, P.C.B.; Rizwan, M.F.M. (Faculty of Computing and Technology (FCT), University of Kelaniya, Sri Lanka, 2021)
    The 1920 Agricultural Advisory Service (AAS) was introduced in 2006, as an ICT initiative of agricultural extension in Sri Lanka. There are no studies assessing the long-term usage of AAS by the community. Therefore, ...
  • Teacher Attitudes towards the Use of a Learning Management System for Teaching Performing Arts Undergraduates During the COVID-19 Pandemic 
    Embogama, Sumudu (Faculty of Computing and Technology (FCT), University of Kelaniya, Sri Lanka, 2021)
    The sudden and unplanned shift from traditional face-to-face instruction to online modes due to the unprecedented increase in COVID-19 patients resulted in many challenges faced by both teachers and students. This situation ...
  • Advancements in Environmental Technologies for Sustainable Urban Regeneration: A Comparative Assessment 
    Edirisinghe, Ruwan Danuka (Faculty of Computing and Technology (FCT), University of Kelaniya, Sri Lanka, 2021)
    The present study aims to appraise advancements in environmental technologies applicable to urban regeneration, with a special focus on urban brownfield redevelopment. The rapid literature review technique was employed as ...

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