Browsing ICITR - 2021 by Title

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  • Eketh: a machine learning-based mobile platform to facilitate the paddy cultivation process in Sri Lanka 
    Premachandra, JSANW; Kumara, PPNV [Conference-Full-text]
    Agriculture is a significant source of human survival and it accounts for the socio-economic growth in many developing countries including Sri Lanka. Paddy Cultivation occupies a remarkable place in Sri Lankan agricultural ...
  • Exploring unorthodox predictors of smartphone addiction during the covid-19 outbreak 
    De Silva, GHBA; Sandanayaka, TC; Firdhous, MHM [Conference-Full-text]
    Smartphones became an integral part of household & corporate management across all industries which resulted in high screen time, & smartphone addiction during the pandemic. This study attempts to examine the association ...
  • Fleet management with real-time data analytics 
    Rathnayaka, RPDT; Ekanayake, KVJP; Rathnayake, HUW; Jayetileke, HR [Conference-Full-text]
    Significant effort has to be devoted to surviving the businesses relying on fleet vehicles in the year 2020 and ahead as the novel coronavirus (COVID-19) epidemic became pandemic. Executing profitable business while keeping ...
  • A framework to detect sale forecasting with optimum batch size 
    Saradha, RMS; Samadhi, MA; Manawadu, I; Ganegoda, GU [Conference-Full-text]
    Today, sales forecasting plays a key role for each business. To maintain the sales process successfully, every manufacture focus on retaining optimum production batch size. Therefore, this study aims to develop a framework ...
  • Gis powered an automated generic flood model for river basins in Sri Lanka 
    Bandara, MNL; Premasiri, HMR; Sudantha, BH [Conference-Full-text]
    Flood is the most common and deadliest form of disaster that affects lives and properties all around the world. Predicting natural disasters is very complex due to the lack of proper methods and resources in countries like ...
  • Heuristics-based sql query generation engine 
    Sugandhika, C; Ahangama, S [Conference-Full-text]
    A database is one of the prime media to store data. Most of the time, relational databases are preferred over other databases due to their ability to represent complex relationships between data. Languages like Structured ...
  • How to pretrain an efficient cross-disciplinary language model: the scilitbert use case 
    la Broise, JBD; Bernard, N; Dubuc, JP; Perlato, A; Latard, B [Conference-Full-text]
    Transformer based models are widely used in various text processing tasks, such as classification, named entity recognition. The representation of scientific texts is a complicated task, and the utilization of general ...
  • Image breaking method for lung isolation from chest x-rays 
    Samarasinghe, CA; Ganegoda, GU [Conference-Full-text]
    Most of the techniques that are available for chest x ray image segmentation are not purely based on image processing. Majority of the existing work involves a limited preprocessing part, and the rest is conducted with the ...
  • Iot and machine learning based efficient garbage management system for apartment complex and shopping malls 
    Rilfi, MRM; Kanchana, JD [Conference-Full-text]
    Cities have a high population density comparatively to rural areas and villages. Tons of garbage are created on a daily basis, and yet no properly designed infrastructure to manage the waste in developing countries. Due ...
  • Kidland: an augmented reality-based approach for smart ordering for toy store 
    Wijayalath, WMCD; Ranasinghe, RMTT; Kumari, S; Thennakoon, MTH; Vithanage, HD; Chandrasiri, S [Conference-Full-text]
    Augmented reality (AR) is an iconic topic that can be applied in different domains in modern world technology. With the rapid development of technologies, eCommerce (Online Shopping) has become closer to human life. As a ...
  • Machine learning-based automated tool to detect Sinhala hate speech in images 
    Silva, E; Nandathilaka, M; Dalugoda, S; Amarasinghe, T; Ahangama, S; Weerasuriya, GT [Conference-Full-text]
    Social media platforms have emerged rapidly with technological advancements. Facebook, the most widely used social media platform has been the primary reason for the spread of hatred in Sri Lanka in the recent past. When ...
  • Mellow: stress management system for university students in Sri Lanka 
    Chandrasiri, KGPR; Chandrasena, AA; De Silva, LHCR; Jayasinghe, HWVO; Dassanayake, GT; Seneweera, O [Conference-Full-text]
    Stress, if defines naively, is the body's response to pressure. Sri Lanka is a South Asian country where mental health is not given a much of a concern comparing with the Western and European countries. The Mental Health ...
  • Novel approach for load balancing in mobile cloud computing 
    Ranapana, RAAIB; Jayasena, KPN [Conference-Full-text]
    Mobile cloud computing (MCC) was used in many sectors in the current day world, and it combined mobile computing and cloud computing technology to provide mobile services. Mobile devices have short battery life and storage; ...
  • Ontology based fake news detection for Sinhala language 
    Bandara, O; Jayarathne, D; Shashinika, D; Ranathunga, L [Conference-Full-text]
    With the current trend in extensive use of internet technologies, people are accustomed to a life of being online. Similar phenomena apply for news awareness as well where social media has become one of the main sources ...
  • Ontology-based knowledge modelling for handling criminal law cases in Sri Lanka 
    Amarasena, K; Weerasinghe, U; Weththasinghe, D; Silva, T [Conference-Full-text]
    Law can be considered as one of the required fields, which controls the behaviour of people within the society to a greater extent. In most legal systems, constitutions, legislation, case laws etc., are documented in natural ...
  • Open innovation practices in Sri Lankan tech-startups: a pilot study 
    Samarasinghe, NP; Sandanayake, TC; Samarasinghe, GD [Conference-Full-text]
    Tech-startups are vital entities in a business context, which are contributing to the economic and social development of a country. Tech-startups are identified as a booming industry segment in Sri Lanka that involves ...
  • Open, iot powered environmental air pollution monitoring framework for traffic management 
    Manchanayaka, MALSK; Wijesekara, JPD; Yang, CY; Premachandra, C; Firdhous, MFM; Sudantha, BH [Conference-Full-text]
    An IoT-enabled Environmental Ambient Air Pollution Monitoring System was developed using open technologies including open hardware, open software, and open standards. It can detect and measure the concentrations of four ...
  • Performance analysis for different optimizers on the cnn model for covid-19 disease prediction based on chest x-ray images 
    Dhanapala, GHGSAD; Sotheeswaran, S [Conference-Full-text]
    This paper analyzes the performance of different optimizers on the Convolutional Neural Network (CNN) model for COVID-19 disease prediction based on Chest X-ray images. The novel coronavirus known as ‘COVID-19’ or ‘Corona ...
  • A rule based approach for hemorrhage detection in digital fundus photographs 
    Munasingha, SC; Pathirana, P; Priyankara, KK; Upasena, RG; Ikeda, A [Conference-Full-text]
    Hemorrhages are one of the earliest signs of Diabetic Retinopathy, hence accurate detection of hemorrhages is crucial in an automated DR detection system. In this paper, a novel and robust rule based methodology for automated ...
  • Smart photo editor for differently-abled people using assistive technology 
    Buddhika, AS; Wijesekera, PK; Kavindu, DGH; Dinusha, DS; Samaratunge Arachchillage, USS; Kuruppu, TA [Conference-Full-text]
    Differently-abled people are significant minority groups, have many limitations to live everyday life, are starved of services, and are mostly ignored by society due to many types of disabilities. This problem may lead to ...