Browsing ICITR - 2021 by Title

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  • 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 ...
  • Solve manufacturer's pallet loading problem (mplp) with practical warehouse constraints 
    Gunawardena, K; Wijayanayake, A; Kavirathna, K [Conference-Full-text]
    This study presents a two-phase algorithm for solving the Manufacturer's Pallet Loading Problem (MPLP) while considering overhang and stability constraints using a block approach. The MPLP involves determining a loading ...
  • Taxonomic identification of sri lankan freshwater fish based on advanced feature extraction techniques 
    Semapala, GDCH; Sandanayake, TC [Conference-Full-text]
    Sri Lanka is a tropical composed of different kinds of animals living in different environments. Among these, various kinds of fish species can be identified around Sri Lankan rivers and basins. Freshwater fish species ...
  • Thuryalankara: artificial intelligence based audio plugin for Sri Lankan percussion instruments 
    Fernando, PDC; Fernando, BAN; Wanaguru, IU; Perera, MAPA; Buddhika, T; Kodagoda, N; Ganegoda, D [Conference-Full-text]
    Sri Lankan music is yet to prove its musical prowess by incorporating artificial intelligence tools, therefore, this research introduces a novel invention, an automated audio plugin for music producers, so the process of ...
  • Usage of topic modeling method for high dimensional gene expression data analysis 
    Senadheera, SPBM; Weerasinghe, AR [Conference-Full-text]
    Gene expression data analysis is a major area in biological system interpretation. Since, gene expression data have large numbers of variables, high dimensional clustering methods are required for analysis. The objectives ...
  • Vision based intelligent shelf-management system 
    Priyanwada, HAM; Madhushan, KADD; Liyanapathirana, C; Rupasinghe, L [Conference-Full-text]
    Currently supermarkets are more popular, and the local stores are leaving the competition. when people go to supermarkets, they find various items stocked on seemingly unlimited shelves. Supermarket shelves needed to be ...
  • Web based user-friendly graphical interface to control robots with ros environment 
    Rajapaksha, DD; Nuhuman, MNM; Gunawardhana, SD; Sivalingam, A; Hassan, MNM; Rajapaksha, S; Jayawardena, C [Conference-Full-text]
    We have proposed a web-based approach to controlling robots in simulation. This web application will provide a simple user interface to demonstrate the various capabilities of robots. It is intended to be used by beginners ...