The department has shown a strong interest and contribution in research in areas of Statistics and Computer Science over the past two decades.
Statistical research team particularly carries out research in Statistical Estimation, Statistical modeling, Multivariate methods, Circular Statistics, Spatial Statistics, Data Mining and Bioinformatics. Computer Science research includes Database Systems, Software Engineering, Distributed Computing, Biomedical engineering, Image Processing and Analysis, Service Oriented Architecture (SOA), Semantic Web / Web Services and Semantic Business Processes, Context-aware Service Computing , Mobile and Ubiquitous Computing, Aspect Oriented Computing, Cloud Computing, and Information Technology Security.
Ongoing Postgraduate Research
- An Automated Visual Surveillance System For Human Detection
- Analysis and Enhancement of Software Complexity Metrics
Supervisors : Dr. Amalka J. Pinidiyaarachchi, Prof. S.R. Kodituwakku, Mr. N. Kodagoda (SLIIT)
Student : Mr. D.I. De SilvaThe main objective of the research are
- To identify and analyze the existing Procedure-Oriented (PO) complexity metrics.
- To propose a set of new complexity factors which have not been considered by both types of complexity metrics (PO and OO) that exist in literature.
- To conduct an empirical study to propose a standard set of novel cognitive weights for several basic programming elements.
- To introduce a new OO complexity metric that measures program complexity based on the novel cognitive weights and novel factors that would be proposed via the study and is able to compute the complexity of a software code at any given level (system, class, method, and program statement) based on all its factors.
- Creating Health Awareness through Social Media Analytics
Supervisors : Dr. R.D. Nawarathna
Student : Mr. J. Selvarajah and Mr. T.M.M.B. AbeysingheMain objectives of this research are as follows.
- To develop a general framework to make health recommendations by analyzing health related content shared in the social media.
- The first phase of this research focuses on sentiment analysis of health-related twitter posts with special attention towards improving health awareness.
- The framework will be developed as a general framework for social media analytics so that it can be extended to create awareness and recommendations in other areas such as news, jobs, events and valuable tips for day-to-day activities and so on.
- To provide the overall opinion about a particular subject as a list of top stories or a summary
- To develop a general framework to make health recommendations by analyzing health related content shared in the social media.
- Identification and Classification of Brain Diseases Using Deep Learning on Neuroimaging Data
Supervisors : Dr. R. Nagulan, Dr. T. Kokul, Dr. Amalka J. Pinidiyaarachchi
Student : Subaramya SrivishaganMain goal of this research proposal is to investigate and develop a robust machine learning based framework for Alzheimer's disease detection and to produce output that will satisfy the demand of human experts
- Brain Tumor Classification using Deep Learning Techniques
Supervisors : Dr. R.D. Nawarathna
Student : Ms. N. BalasooriyaThe objective of the research is to develop a software to detect the tumor type within minimum time when a collection of digital MRI data of a single patient is given. To achieve this goal, a deep learning approach is developed. More than 60,000 MRI scans of diagnosed patients and control groups are used to train a deep neural network model.
- Fuzzy inference model for employee performance appraisal system for employees in accounts divisions of central government of Sri Lanka
Supervisors : Dr. Ruwanthini Siyambalapitiya
Student : N.A.K.S Dias - Sri Lanka Crime Investigation Decision Support System – Phase II: Advanced Decision Support Tools for Crime Investigation
Supervisors : Dr. R.D. Yapa, Dr. R.D. Nawarathna, Dr. A.J. Pinidiyarachchi, Prof. S.R. Kodituwakku, Dr. J. Gunathilake
Student : Ms. D.R.M.H.K AbeyrathneMain objectives of this research are as follows.
- Development of a tool for criminal network analysis
- Development of a tool for modus operandi analysis
- Introduction of an information dashboard that provides all important reports required by Sri Lanka Police regarding crimes
Ongoing Undergraduate Projects
Computer Science Projects
- 3D Brain Tumor Segmentation Using Multimodal Mri Sequences And Incomplete Mri Data
Student: Samaranayake M.M.D. (S/16/533)
Supervisor(s): Dr. TMHA Usoof - Active User Authentication on Online Social Networks, An Analysis on User Behavioral Characterestics.
Student: Viharagedara R.D. (S/16/494)
Supervisor(s): Dr. UAJ Pinidiyaarchchi - Artificial Intelligence-Based Classification And Diagnosis Approach For Diabetic Retinopathy
Student: Thissera P.S. (S/15/180)
Supervisor(s): Prof. SR Kodituwakku - Categorise Cyberbullying on Social Media Platforms Based on The Textual And Emoji Features
Student: Menike D.C.D. (S/16/527)
Supervisor(s): Dr. HROE Dayaratna - Colour Theme Personalization in Informational Web Platforms Using Machine Learning Techniques
Student: Muthusinghe M.A.K. (S/16/415)
Supervisor(s): Mr. PMPC Gunathilake - Effects of Covid-19 Pandemic on Anxiety Disorders: A Topic Modeling Study
Student: Kotuwage K.L. (S/16/077)
Supervisor(s): Dr. R. Siyambalapitiya - Enhanced Optical Translator For Japanese Pictorial Illustrated Books (Mangas) Using Machine Learning
Student: Pradeepa M.S.L.I. (S/16/431)
Supervisor(s): Dr. HROE Dayaratna - Hybrid Conversational Agent Using Generative And Retrieval Approaches For Sri Lanka Tourism
Student: Bandara G.A.S.T. (S/16/317)
Supervisor(s): Dr. RD Nawarathna - Nutritional Meal Planning For Diabetes Patients Using Machine Learning
Student: Amarasena H.J.M.D. (S/16/309)
Supervisor(s): Dr. TMHA Usoof - Online Exam Violations Detection Using Computer Vision
Student: Sirimanna T.K. (S/16/479)
Supervisor(s): Dr. RD Nawarathna - Run-Time Efficiency Assessment For The Selection of Optimized Data Structures For Java Programs
Student: Nawarathna R.N.G.J.H. (S/16/417)
Supervisor(s): Mr. PMPC Gunathilake - Sentiment Analysis of Sinhala News Comments Using Transformer Models
Student: Bandaranayake B.M.I. (S/16/325)
Supervisor(s): Dr. TMHA Usoof - Sentiment Analysis of Sinhala Tweets During The Covid-19 Pandemic
Student: Kanissh L. (S/16/072)
Supervisor(s): Dr. HROE Dayaratna - Soil Classification And Organic Fertilizer Recommendation Using Machine Learning Algorithmshine Learning
Student: Kahatapitiya K.D.P.M. (S/16/386)
Supervisor(s): Dr. UAJ Pinidiyaarchchi
Statistics Projects
- A Batsman’s Survival in The Game of Cricket : A Statistical Perspective
Student: Ashokkumar J. (S/16/373)
Supervisor(s): Dr. Sachith P. Abeysundara, Dr. Mahasen B. Dehideniya - Analysis of Water Quality Parameters in The Northwestern Coastal Area of Sri Lanka To Interpret Groundwater Pollution
Student: Weerasinghe N.M.A.N. (S/16/498)
Supervisor(s): Dr. Lakshika S. Nawarathna - Cluster Based Approach For User Profiling: A Case Study For A Bicycle Sharing System in New York
Student: Weliarawa W. M. H. P. (S/16/499)
Supervisor(s): Dr. Mahasen B. Dehideniya - Comparative Study on Mainland And Island Performance Indices
Student: Rupasena R.H.S. (S/16/459)
Supervisor(s): Dr. S.A. Ruwan Punchi Manage - Identifying Clinical And Environmental Factors Affecting Goitre Growth in Sri Lanka
Student: Kumari S.H.V. (S/16/398)
Supervisor(s): Dr. Hemalika T.K. Abeysundara - Identifying The Variation of The Results Given By Different Statistical Software: A Study on The Determinant of Gdp in Sri Lanka
Student: Wickramasinghe W.M.A. (S/16/504)
Supervisor(s): Prof. Roshan D. Yapa, Dr. Jagath Senarathne - Influence of Soil Moisture on Rice Yield in Polonnaruwa District
Student: Rifdha Rahmath M.R. (S/16/108)
Supervisor(s): Dr. Hemalika T.K. Abeysundara - Leading Causes of Depression
Student: Muthurasa S. (S/16/414)
Supervisor(s): Dr. S.A. Ruwan Punchi Manage - Macroeconomic Determinants of Stock Market Performances in Sri Lanka
Student: Edirisingha E.M.R.T. (S/16/346)
Supervisor(s): Prof. Roshan D. Yapa - Modelling And Predicting The Disease Dynamics of Banana Bunchy Top Disease
Student: Wickramasinghe P.M.P. (S/16/503)
Supervisor(s): Dr. Jagath Senarathne - Prediction of Age Based on Development of Mandibular Third Molars in Sri Lankan Population
Student: Bandara H.M.S.U. (S/16/318)
Supervisor(s): Dr. Lakshika S. Nawarathna - Relationship Between The Variations of Water Quality And The Abundance of Benthic Invertebrates in San Diego Coastal Area
Student: Wijesundara W.M.P.N. (S/16/518)
Supervisor(s): Dr. Jagath Senarathne - Spatial Analysis For Crime Data in Chicago - Usa
Student: Jayasooriya J.A.A.M. (S/16/381)
Supervisor(s): Dr. Mahasen B. Dehideniya - Spatial And Temporal Variation of Tree Biomass in Tropical Rainforest of Southwest Sri Lanka
Student: Herath H.M.S.I. (S/16/363)
Supervisor(s): Prof. Pushpakanthie Wijekoon - Statistical Analysis of Climatic Changes on Vegetation in Sri Lanka
Student: Prabhawi K.E.D.V. (S/16/430)
Supervisor(s): Dr. Sachith P. Abeysundara - Stochastic Flow Model of Groundwater in A Small Subsurface Area in Sri Lanka
Student: Jayaratne W.M.P.P. (S/16/377)
Supervisor(s): Prof. Pushpakanthie Wijekoon - Survival Analysis of The Careers of Sri Lankan Odi Cricket Players
Student: Wijesinghe G.D.T.A. (S/16/513)
Supervisor(s): Dr. Sachith P.Abeysundara - Using Machine Learning To Predict Short Term Movements of Ethereum Close Price in Daily And Minutely Basis
Student: Weerawardhana A.K. (S/16/536)
Supervisor(s): Prof. Roshan D. Yapa
Recent Research Publications
- Analyzing method comparison data with skew-normal measurement error models: incorporating generalized scale mixtures and varying degrees of freedom.
Publication : Communications in Statistics - Simulation and Computation
Year : 2024
Members : Duwarahan, J., and Nawarathna, L. S. - Relationship of adaptive expertise of health professions educators with age, experience, academic rank, and their work performance
during an altered academic environment.
Publication : BMC Med Education
Year : 2024
Members : Jayawardena, C.K., Groenier, M. and Nawarathna, L.S.
- Randomized control trial of prednisolone and doxycycline in patients with acute interstitial nephritis of unknown aetiology
Publication : Trials
Year : 2023
Members : Zeid Badurdeen, Neelakanthi Ratnatunga, Tilak Abeysekera, Abdul Wazil, Premil N Rajakrishna, Jalitha P Thinnarachchi, Dulani D Welagedera, Nadeeka Ratnayake, Adambarage Alwis, Hemalika Abeysundara, Ranjith Kumarasiri, Richard Taylor, Nishantha Nanayakkara - Discriminative patterns of white matter changes in Alzheimer's
Publication : Psychiatry Research: Neuroimaging
Year : 2023
Members : Subaramya Srivishagan, Logiraj Kumaralingam, Kokul Thanikasalam, UAJ Pinidiyaarachchi, Nagulan Ratnarajah - Breeding site selection and co‐existing patterns of tropical mosquitoes
Publication : Medical and Veterinary Entomology
Year : 2023
Members : WGD Chathuranga, TC Weeraratne, SP Abeysundara, SHPP Karunaratne, WA Priyanka P de Silva - Challenges of Continuation of Exclusive Breast Feeding up to 6 Months in a Setting with High Exclusive Breast Feeding Rates Reported. Experience from Eastern Province of Sri Lanka
Publication : Maternal and Child Health Journal
Year : 2023
Members : JC Ranasinghe, DS Madushika, SP Abeysundara, SB Agampodi - Community awareness and perceptions on microplastics: a case study from Sri Lanka
Publication : Ceylon Journal of Science
Year : 2023
Members : K Premarathna, SP Abeysundara, AMTA Gunaratne, HMSP Madawala - Dental caries related nutritional knowledge of mothers with children less than 6 years of age in Devinuwara MOH area of Matara District
Publication : Sri Lanka Dental Journal
Year : 2023
Members : Gunasinghe, M.Y.M.Y., Nawarathna, L.S., Pathirathna, M.L., Ariyasinghe, K. S. N. and Paranagama, M.P. - Functional Data Analysis on Global COVID-19 Data
Publication : Asian Journal of Probability and Statistics
Year : 2023
Members : JWEW De Silva, SP Abeysundara - Identification of sex from humerus of skeletons using discriminant analysis: a study on contemporary Sri Lankan population
Publication : Biom Biostat Int J.
Year : 2023
Members : Selvamalai, T., Nawarathna, L.S. and Nanayakkara, D. - Motivation for Dual Career Engagement among University Athletes in Sri Lanka
Publication : Asian Exercise and Sport Science
Year : 2023
Members : Nilaweera, A.I., Ekanayake, E.M.T.R., Nawarathna, L.S. and Dissanayake, J.K. - Multivariate statistical techniques for the evaluation of hydrogeochemical data from areas with chronic kidney disease of unknown
etiology (CKDu) in Sri Lanka
Publication : Biom Biostat Int J
Year : 2023
Members : Rathnayake, H.M.A.D., Nawarathna, L.S. and Chandrajith, R. - Sex Determination by Evaluation of Foramen Magnum on Computer Tomography Scanning Among Sri Lankan Population
Publication : Medico-Legal Journal of Sri Lanka
Year : 2023
Members : Sanjaya, B., Vadysinghe, A. N., Sivasubramanium, M., Ekanayake, E. M. K. B., Rodrigo, G., Nawarathna, L. S. and Liyanage, L. P. M. - Sexual dimorphism in permanent mandibular and maxillary canines of Sri Lankan Sinhalese population
Publication : International Journal of Forensic Odontology
Year : 2023
Members : Kariyawasam, K., Madushika, K., Meegoda, N., Arambawatta, K., Abeysundara, A., Alahakoon, S. and Nawarathna, L.
- Spotting railway signs to build smart decision support tools in Railway management systems
Publication : EasyChair
Year : 2022
Members : Pramuka Weerasinghe, Mohamed Shaheer, Rochana Rumalshan, Prabhath Gunathilake, Erunika Dayaratna - Comparison of biochemical characteristics between an endemic and a nonendemic area for CKDu Sri Lanka
Publication : Environmental Disease
Year : 2022
Members : A Medagedara, Pasan Hewavitharane, Rohana Chandrajith, Hemalika T K Abeysundara, RO Thatil, S Thennakoon, Buddhisha Mahanama, N Weerasuriya, A Thilakarathne, Nishantha Nanayakkara - Graph Neural Network based Alzheimer’s Disease Classification using Structural Brain Network
Publication : 2022 22nd International Conference on Advances in ICT for Emerging Regions (ICTer)
Year : 2022
Members : S Subaramya, T Kokul, R Nagulan, UAJ Pinidiyaarachchi - Transfer Learning Approach for Railway Technical Map (RTM) Component Identification
Publication : Springer Nature Singapore
Year : 2022
Members : Obadage Rochana Rumalshan, Pramuka Weerasinghe, Mohamed Shaheer, Prabhath Gunathilake, Erunika Dayaratna - Estimating the empirical distributions of
exchange rates volatility in Sri Lanka
Publication : Proceedings of the 9th Ruhuna International Science and Technology Conference, Faculty of Science, University of Ruhuna, Sri Lanka
Year : 2022
Members : Basnayake, B.R.P.M., & Chandrasekara, N.V. -
Publication : Ceylon Journal of Science
Year : 2022
Members : AWVM Amunugama, HTK Abeysundara, UNB Dissanayaka - Performance of seasonal and double seasonal autoregressive integrated movingaverage models with ARCH/GARCH in forecasting exchange rates in Sri Lanka
Publication : International Conference on Applied and Pure Sciences 2022, University of Kelaniya
Year : 2022
Members : Basnayake, B.R.P.M. & Chandrasekara, N.V. - Solid waste landfill site: A hotbed for antibiotic-resistant bacteria?
Publication : Ceylon Journal of Science
Year : 2022
Members : PATV Athukorala, HTK Abeysundara, BS Nanayakkara, HMSP Madawala - Use of Change Point Analysis in Seasonal ARIMA Models for Forecasting Tourist Arrivals in Sri Lanka
Publication : Statistics and Applications {ISSN 2454-7395 (online)}
Year : 2022
Members : B. R. P. M. Basnayake and N. V. Chandrasekara - A heteroscedastic Bayesian model for method comparison data
Publication : Journal of Applied Mathematics, Statistics and Informatics
Year : 2022
Members : Lakmali, S. M. M., Nawarathna, L. S. and Wijekoon P. - A New Mixed Poisson Distribution for Over-dispersed Count Data: Theory and Applications
Publication : Reliability: Theory & Applications
Year : 2022
Members : Ramajeyam Tharshan, Pushpakanthie Wijekoon - Aggregated adult-recruit spatial pattern of Shorea species explained by dispersal limitation process
Publication : Faculty of Science, University of Ruhuna, Matara, Sri Lanka
Year : 2022
Members : GJMSR Jayasinghe, EPSK Ediriweera, T Wiegand, P Wijekoon - An Approach for Prediction of Weekly Prices of Green Chili in Sri Lanka: Application of Artificial Neural Network Techniques
Publication : Journal of Agricultural Sciences – Sri Lanka
Year : 2022
Members : Basnayake, B.R.P.M., Kaushalya, K.D., Wickaramarathne, R.H.M., Kushan, M.A.K. and Chandrasekara, N.V. - An Improved Measurement Error Model for Analyzing Unreplicated Method Comparison Data under Asymmetric Heavy-Tailed Distributions
Publication : Journal of Probability and Statistics
Year : 2022
Members : Duwarahan J. and Nawarathna, L. S. - Bayesian linear regression model for method comparison studies
Publication : Ceylon Journal of Science
Year : 2022
Members : SMM Lakmali, LS Nawarathna, P Wijekoon - Bayesian linear regression model for method comparison studies
Publication : Ceylon Journal of Science
Year : 2022
Members : Lakmali, S. M. M., Nawarathna, L. S. and Wijekoon, P. - Dynamic visualization of the writing process (Kirjoittamisprosessin dynaaminen visualisointi)
Publication : Language, Education and Society
Year : 2022
Members : Leblay C., Usoof H. and Caporossi G. - Evaluating and predicting the quality performance in apparel: an
application of data science techniques
Publication : Int. J. Business and Data Analytics
Year : 2022
Members : Basnayake, B.R.P.M., Hewaarachchi, A.P. & Chandrasekara, N.V. - Factors Affecting the Adoption of Technology by Teachers for Engineering Education
Publication : International Journal on E-Learning
Year : 2022
Members : Peramunugamage A, Usoof H., Dias P, Weerasinghe T.A. and Alves G.R. - FORECASTING EXCHANGE RATES IN SRI LANKA: A COMPARISON OF THE DOUBLE SEASONAL AUTOREGRESSIVE INTEGRATED MOVING AVERAGE MODELS (DSARIMA) AND SARIMA MODELS
Publication : Journal of Science of the University of Kelaniya Sri Lanka
Year : 2022
Members : B. R. P. M. Basnayake and N. V. Chandrasekara - Gender and Age Estimation From Facial Images using Deep Learning
Publication : 2022 7th International Conference on Information Technology Research (ICITR)
Year : 2022
Members : Rajeetha Thaneeshan, Kokul Thanikasalam, Amalka Pinidiyaarachchi - Generalized Stochastic Restricted LARS Algorithm
Publication : Journal of the University of Ruhuna
Year : 2022
Members : Manickavasagar Kayanan and Pushpakanthie Wijekoon - Heart Disease Risk Identification Using Machine Learning Techniques for a Highly Imbalanced Dataset: A Comparative Study
Publication : KDU JOURNAL OF MULTIDISCIPLINARY STUDIES
Year : 2022
Members : C.D Fernando, P.T Weerasinghe, C.K Walgampaya - Identifying Extreme Behaviour and Fitting Empirical Models for Dengue Incidents of Selected Regions in Sri Lanka
Publication : Journal of the University of Ruhuna
Year : 2022
Members : S. M. J. H. Nisansala, P. Wijekoon - Investigation of the Use of Medicinal Plants and Natural Products for COVID-19 Prevention and Respiratory Symptoms Treatment during the COVID-19 Pandemic in Sri Lanka
Publication : Sri Lankan Journal of Health Sciences
Year : 2022
Members : Uyangoda, N.T.P., Gamagedara, T.P., Suraweera, R.K. and Nawarathna, L.S. - Machine Learning Regression Tree Approach for Age Prediction from Eruption Status of Permanent Teeth in Sri Lankan
Children
Publication : Journal of Advances in Mathematics and Computer Science
Year : 2022
Members : De Silva, H. H., Nawarathna, L. S. and Vithanaarachchi, V. S. N. - Morphometric Analysis of Peroneus Tertius and Extensor Digitorum Longus
Publication : Sri Lanka Anatomy Journal
Year : 2022
Members : Kosgallana, E. W., Eshwara, J. M., Nawarathna, L. S. and Dissanayake, J. - On a Mixed Poisson Liu Regression Estimator for Overdispersed and Multicollinear Count Data
Publication : Scientific World Journal, Hindawi
Year : 2022
Members : Ramajeyam Tgarshan and Pushpakanthie Wijekoon - Performance of various sub-models of a new Lindley family of distributions: A comparative study based on the simulated data sets.
Publication : Ceylon Journal of Science
Year : 2022
Members : Tharshan, R., & Wijekoon, P. - Poisson-Modification of Quasi Lindley regression model for over-dispersed count responses
Publication : Communications in Statistics-Simulation and Computation, Taylor & Francis
Year : 2022
Members : Ramajeyam Tharshan, Pushpakanthie Wijekoon - Ridge estimator in a mixed Poisson regression model
Publication : Communications in Statistics - Simulation and Computation
Year : 2022
Members : Ramajeyam Tharshan and Pushpakanthie Wijekoon - Zero-modified Poisson-Modification of Quasi Lindley distribution and its application
Publication : Statistics in Transition New Series
Year : 2022
Members : R Tharshan, P Wijekoon - “Connected researches ”in “smart lab bubble ”: A lifeline of techno-society space for commercial agriculture development in “new normal ”
Publication : “Connected researches ”in “smart lab bubble ”: A lifeline of techno-society space for commercial agriculture development in “new normal ”
Year : 2022
Members :Prabath Chaminda Abeysiriwardana, Udith K. Jayasinghe-Mudalige and Saluka R. Kodituwakku
- Prevalence, risk factors and predicted risk of cardiac events in chronic kidney disease of uncertain aetiology in Sri Lanka: A tubular interstitial nephropathy
Publication : PloS one
Year : 2021
Members : Thilini W Hettiarachchi, Buddhi NTW Fernando, Thilini Sudeshika, Zeid Badurdeen, Shuchi Anand, Ajith Kularatne, Sulochana Wijetunge, Hemalika TK Abeysundara, Nishantha Nanayakkara - A Systematic Approach for Scheduling IoT Devices for Effective Load Balancing Based on Deep Sleep
Publication : 2021 IEEE World AI IoT Congress (AIIoT)
Year : 2021
Members : LJ Ekanayake, RD Nawarathna, SR Kodituwakku, RD Yapa - An efficient planar incremental convex hull algorithm to find the edges of the boundary polygon of the convex hull of a set of points
Publication : Ceylon Journal of Science
Year : 2021
Members : KR Wijeweera, SR Kodituwakku - Connected Researches" in" Smart Lab Bubble": A Lifeline for Commercial Agriculture in" New Normal
Publication : arXiv preprint
Year : 2021
Members : PC Abeysiriwardana, UK Jayasinghe-Mudalige, SR Kodituwakku - Multiple Style Transfer to Video for a Specific Region of Interest using Deep Learning
Publication : imanager publications
Year : 2021
Members : P. T. Weerasinghe, R. Siyambalapitiya - An Analysis of Rate of Progression and Associated Risk Factors of Chronic Kidney Disease of Uncertain Etiology in Sri Lanka
Publication : Saudi Journal of Kidney Diseases and Transplantation
Year : 2021
Members : Thilini W Hettiarachchi, Thilini Sudeshika, Buddhi N T Fernando, Hemalika T Abeysundara, Rusiru D Hemage, Zeid Badurdeen, Rajitha Hanarasinghe, Sulochana Wijetunge, Nishantha Nanayakkara - Detection of Alzheimer’s Disease using Structural Brain Network and Convolutional Neural Networks
Publication : 10th International Conference on Information and Automation for Sustainability (ICIAfS)
Year : 2021
Members : Subaramya, S., Kokul, T., Nagulan, R., Pinidiyaarachchi, U. A. J., & Jeyasuthan, M. - A Modification of the Quasi Lindley Distribution
Publication : Open Journal of Statistics
Year : 2021
Members : Ramajeyam Tharshan, Pushpakanthie Wijekoon - A Novel Hybrid Approach for Network Intrusion Detection using Extreme Gradient Boosting and Long Short-term Memory Networks
Publication : i-manager’s Journal on Computer Science (JCOM)
Year : 2021
Members : Rashmi Erandika Ratnayake and Hakim Usoof - A Systematic Approach for Scheduling IoT Devices for Effective Load Balancing Based on Deep Sleep
Publication : 2021 IEEE World AI IoT Congress (AIIoT)
Year : 2021
Members : Lahiru J Ekanayake, Ruwan D Nawarathna, Saluka R Kodituwakku, Roshan D Yapa, Amalka J Pinidiyaarachchi - Adoption of Ridge Estimator in
Poisson Modification of Quasi Lindley Regression Model to overcome
multicollinearity
Publication : Proceedings of PGIS Research Congress 2021
Year : 2021
Members : Tharshan, R. and Wijekoon, P. - Adult-Recruit Spatial
Association of Shorea Species Determined by Topographic Variation in a
Mixed-Dipterocarp Tropical Rainforest, Sri Lanka,
Publication : 5th International Research Conference of Uva Wellassa University, IRCUWU2021
Year : 2021
Members : G.J.M.S.R. Jayasinghe, P. Wijekoon, T. Wiegand and E.P.S.K. Ediriweera - Age
estimation using pulp/tooth area ratio of maxillary and mandibular canines on
digital orthopantomographs in a sample of Sri Lankan population
Publication : International Journal of Forensic Odontology
Year : 2021
Members : Arambawatta, K., Peiris, R., Hettiarachchi, K., Dissanayake, M., Ihalagedera, D., Abeysundara, A., Nawarathna, L. - Analysing Leptospirosis Incidence and Its
Association with
Climatic
Factors in Sri Lanka
Publication : Proceedings of Peradeniya University International Research Sessions 2021
Year : 2021
Members : P. Priyadarshana and P. Wijekoon - Analysis of Mortality Rates of Plant Species in
Sinharaja Forest Dynamics Plot, Sri Lanka,
Publication : Proceedings of Peradeniya University International Research Sessions 2021
Year : 2021
Members : D. Dissanayake, P. Wijekoon, E.P.S.K. Ediriweera3 and I.A.U.N. Gunatilleke - Bayesian Model
for Heteroscedastic Measurements in Method Comparison Data
Publication : Proceedings of Peradeniya University International Research Sessions 2021
Year : 2021
Members : S.M.M. Lakmali, L.S. Nawarathna and P. Wijekoon - Classification of Vegetable Plant Pests using Deep Transfer Learning
Publication : 2021 10th International Conference on Information and Automation for Sustainability (ICIAfS)
Year : 2021
Members : G Vijayakanthan, T Kokul, S Pakeerathai, UAJ Pinidiyaarachchi - Determination
gender using foot, footprint, hand and hand print measurements in a Sinhalese
population in Sri Lanka using supervised learning techniques.
Publication : Computer Methods and Programs in Biomedicine Update
Year : 2021
Members : Dayarathne, S., Nawarathna, L. S., & Nanayakkara, D. - Factors Affecting the Adoption of Technology by Teachers for Engineering Education
Publication : International Journal of E-Learning
Year : 2021
Members : Peramunugamage A, Usoof H., Dias P, Weerasinghe T.A. and Alves G.R. - Geostatistical
Method for Compilation of Spatial TDS Variations in Groundwater
Publication : Proceedings of Peradeniya University International Research Sessions 2021
Year : 2021
Members : S.U. Adikaram, T.K.S. Priyangani, M. Senarathna, P. Wijekoon, G. Bowatte, X. Chen and R. Weerasooriya - Hand and Handprint Measurements in the
Estimation of Stature in a Sri Lankan Population
Publication : International Journal of Morphology
Year : 2021
Members : Nanayakkara, D., Nawarathna, L. S., Nandasena, T., Alahakoon, S., Ariyasinghe, S., & Arambawatta, K. - Impact of Covid-19 Pandemic on Education and
Mental Health of Physical Science Undergraduates in the Faculty of Science,
University of Kelaniya.
Publication : COVID 19: Impact, Mitigation, Opportunities and Building Resilience “From Adversity to Serendipity”, Perspectives of global relevance based on research, experience and successes in combating COVID-19 in Sri Lanka, National science Foundation, Sri Lanka
Year : 2021
Members : Chandrasekara, N. V., Weerasinghe, W.P.M.C.N. & Basnayake, B. R. P. M. - Introduction
of an interactive tool (the Dental Trauma Guide) in the undergraduate dental
teaching to manage traumatic dental injuries
Publication : Dental Traumatology
Year : 2021
Members : Wimalarathna, A. A. A. K., Herath, E. M. U. C. K., Senarath, N. H., Fonseka, M. C. N., Manathunga, M. M. K. M., Nawarathna, L. S., & Andersson, L. - Learning and Mental
Well-being Challenges Faced by the Physical Science Undergraduates of the
Faculty of Science, University of Kelaniya during the Covid-19 Pandemic
Publication : National Conference on “COVID-19: Impact, Mitigation, Opportunities and Building Resilience”, National Science Foundation
Year : 2021
Members : Chandrasekara, N. V., Weerasinghe, W.P.M.C.N. & Basnayake, B. R. P. M. - Linear and Volumetric Analysis of Maxillary Sinus Pneumatization in a Sri Lankan Population Using Cone Beam Computer Tomography
Publication : BioMed Research International
Year : 2021
Members : Pilana Vithanage Kalani Shihanika Hettiarachchi, Pulihinga Mudiyanselage Prabhath Chaminda Gunathilake, Rasika Manori Jayasinghe, Manil Christopher Fonseka, Ranasinghe Mudiyanselage Wikum Roshan Bandara, Chinthani Deepthi Nanayakkara, Ruwan Duminda Jayasinghe - Modified almost unbiased Liu estimator in logistic regression
Publication : Communications in Statistics-Simulation and Computation
Year : 2021
Members : Nagarajah Varathan, Pushpakanthie Wijekoon - Optimal stochastic restricted logistic estimator
Publication : Statistical Papers
Year : 2021
Members : Nagarajah Varathan, Pushpakanthie Wijekoon - Poisson-modification of the Quasi Lindley distribution and its zero modification for over-dispersed count data
Publication : arXiv preprint arXiv:2110.13004
Year : 2021
Members : Ramajeyam Tharshan, Pushpakanthie Wijekoon - Probability distributions
in modelling the financial data: A literature review
Publication : Proceedings of the 21st International Postgraduate Research Conference, Faculty of Graduate Studies, University of Kelaniya, Sri Lanka
Year : 2021
Members : Basnayake, B.R.P.M., & Chandrasekara, N.V. - Standards
for permanent tooth emergence in Sri Lankan children.
Publication : Ceylon Medical Journal
Year : 2021
Members : Vithanaarachchi, N., Nawarathna, L., & Wijeyeweera, L - Tourist volume prediction using Data Mining techniques
and Change Point detection: A case study for Sri Lanka
Publication : International Journal of Data Science
Year : 2021
Members : Basnayake, B.R.P.M., & Chandrasekara, N.V. - Usability Heuristics for Early Primary Children: A Case Study in Sri Lanka
Publication : 8th Annual Conference on Computational Science & Computational Intelligence - CSCI'21, Las Vegas, December 2021
Year : 2021
Members : Uthpala Samarakoon, Thushari Weerasinghe & Hakim Usoof
- Evaluation of biochemical profile of Chronic Kidney Disease of uncertain etiology in Sri Lanka
Publication : Plos one
Year : 2020
Members : Buddhi NTW Fernando, Thilini SH Sudeshika, Thilini W Hettiarachchi, Zeid Badurdeen, Thilak DJ Abeysekara, Hemalika TK Abeysundara, Sakunthala Jayasinghe, Shirani Ranasighe, Nishantha Nanayakkara - Feeding patterns revealed host partitioning in a community of frog‐biting mosquitoes
Publication : Ecological Entomology
Year : 2020
Members : WA Priyanka P de Silva, XE Bernal, WGD Chathuranga, BP Herath, C Ekanayake, HTK Abeysundara, SHPP Karunaratne - Performance of various location based Lindley family distributions based on
Akaike Information Criterion.
Publication : Proceedings PGIS Research Congress 2020
Year : 2020
Members : Tharshan, R. and Wijekoon, P - A
comparison of cephalometric measurements obtained using conventional and
digital methods
Publication : Ceylon Medical Journal
Year : 2020
Members : Vithanaarachchi, N., Chandrasiri, A., Nawarathna, L. - A comparison study on a new five-parameter generalized Lindley distribution with its sub-models
Publication : Statistics in Transition New Series
Year : 2020
Members : Ramajeyam Tharshan and Pushpakanthie Wijekoon - A Comprehensive Study on Deep Image Classification with Small Datasets
Publication : Advances in Electronics Engineering Springer Singapore
Year : 2020
Members : Gayani Chandrarathne, Kokul Thanikasalam, Amalka Pinidiyaarachchi - A Laplace-based algorithm for Bayesian adaptive design
Publication : Statistics and Computing
Year : 2020
Members : Senarathne, S. G. J., Drovandi, C. C. and McGree, J. M. - A Novel Approach for Predicting Yield of Seeds in Ficus Fruits Using A Non-Parametric Method
Publication : International Journal of Fruit Science
Year : 2020
Members : H.L.D.K. Jayarathna, Lakshika S. Nawarathna, W. A. I. P. Karunaratne - A three-year analysis of engineering students’ readiness for remote learning and its relevance to COVID-19
Publication : 23rd International Conference on Interactive Collaborative Learning – ICL2020, Tallinn, Estonia, Sep 2020
Year : 2020
Members : Anuradha Peramunagamage & Hakim Usoof - Assessment of contributing factors for discontinuation of orthodontic treatment
Publication : APOS Trends in Orthodontics
Year : 2020
Members : Nishanthi Vithanaarachchi, Thimuthu Medagama, Lakshika Nawarathna - Assessment of the State of Quality in garments
applying Data mining mechanisms: A Case Study in the Apparel Industry.
Publication : The Conference Proceedings of 11th International Conference on Business & Information ICBI, University of Kelaniya, Sri Lanka.
Year : 2020
Members : Basnayake, B. R. P. M., Hewaarachchi, A. P. & Chandrasekara, N. V. - Bayesian adaptive N-of-1 trials for estimating population and individual treatment effects
Publication : Statistics in Medicine
Year : 2020
Members : Senarathne, S. G. J., Overstall, A.M. and McGree, J. M. - Bayesian sequential design for Copula models
Publication : TEST
Year : 2020
Members : Senarathne, S. G. J., Drovandi, C. C. and McGree, J. M. - Comparison
of glycaemic control and anthropometric parameters before and after Ramadan
fasting in a selected cohort of patients with type 2 diabetes mellitus in Sri
Lanka
Publication : Ceylon Medical Journal
Year : 2020
Members : Shafras, M., Monaragala, L., Samarakkody, I., Ahamed, R.R., Nawarathna, L., Sanas, M. & Antonypillai, C. - Deep Autoencoder-Based Image Compression using Multi-Layer Perceptrons
Publication : Journal of Soft Computing and Engineering (IJSCE)
Year : 2020
Members : G.G.H.M.T.R. Bandara and R. Siyambalapitiya - Determination of Sex by Foot and Footprint Dimensions in the Sinhalese Population of Sri Lanka
Publication : Transylvanian Review
Year : 2020
Members : Deepthi Nanayakkara, Tharanga Nandasena, Lakshika S Nawarathna, Sajjiv Ariyasinghe, Kapila Arambawatta, Sandeep Alahakoon - Fitting a
Poisson-Gamma Model for Rainfall Occurrence and Rainfall Amount in Colombo
District, Sri Lanka
Publication : Rajarata University Journal
Year : 2020
Members : Selvaratnam, Ahthiga & Pushpakanthie Wijekoon - Forecasting weekly and
monthly open market average retail prices of Green Chilies in Colombo
Publication : Proceedings of the Sri Lanka Economic Research Conference, Uva Wellassa University of Sri Lanka, Badulla, Sri Lanka
Year : 2020
Members : Kushan, M. A. K., Basnayake, B. R. P. M., Kaushalya, K. D., Wickramarathne, R. H. M. & Chandrasekara, N. V. - Location-Based Generalized Akash Distribution: Properties and Applications
Publication : Open Journal of Statistics
Year : 2020
Members : R. Tharshan and P. Wijekoon - Modelling Daily First Time Through status for a top brand in a leading
apparel manufacturing company in Sri Lanka
Publication : Proceedings of the 4th International Research Conference, University of Uva Wellassa, Sri Lanka
Year : 2020
Members : Basnayake, B.R.P.M., Hewaarachchi, A.P. & Chandrasekara, N.V. - Predicting cessation of orthodontic treatments using a classification-based approach
Publication : Biom Biostat Int J
Year : 2020
Members : RAIH Dharmasena, LS Nawarathna, V.S.N. Vithanaarachchi - Predicting Tourist Arrivals in Sri Lanka: A Comparison of Time Series
Models and Time Delay Neural Networks
Publication : 40th International Symposium on Forecasting, International Institute of Forecasters.
Year : 2020
Members : Basnayake, B.R.P.M., & Chandrasekara, N.V. - Prediction of the length of the femur from its fragments in a Sri Lankan population
Publication : Australian Journal of Forensic Sciences
Year : 2020
Members : Deepthi Nanayakkara, Amal Vadysinghe, Lakshika S. Nawarathna - Prediction of the skeletal pattern of orthodontic patients
Publication : Communications in Statistics: Case Studies, Data Analysis and Applications
Year : 2020
Members : G W D A Gunarathne, LS Nawarathna, RD Nawarathna, V.S.N. Vithanaarachchi - Prediction of Tourist Arrivals in Sri Lanka: Comparison of Time Series
models
Publication : 13th International Research Conference (Basic and Applied Sciences), General Sir John Kotelawala Defence University, Sri Lanka
Year : 2020
Members : Basnayake, B.R.P.M., & Chandrasekara, N.V. - Stochastic Restricted LASSO-Type Estimator in the Linear Regression Model
Publication : Journal of Probability and Statistics, Hindawi
Year : 2020
Members : Manickavasagar Kayanan and Pushpakanthie Wijekoon - Temporal population variability in local forest communities has mixed effects on tree species richness across a latitudinal gradient
Publication : Ecology Letters
Year : 2020
Members : Tak Fung, et.al. - Tourist volume forecasting: An approach with supervised machine learning
algorithms
Publication : Proceedings of the International Conference on Applied and Pure Sciences, University of Kelaniya, Sri Lanka
Year : 2020
Members : Basnayake, B.R.P.M., & Chandrasekara, N.V. - User Guide for GenoGraphiX-LOG 2.0
Publication : Les cahiers du GERAD
Year : 2020
Members : Usoof, H., Leblay, C. & Caporossi, G. - Variable Selection via Biased Estimators in the Linear Regression Model
Publication : Open Journal of Statistics
Year : 2020
Members : Manickavasagar Kayanan and Pushpakanthie Wijekoon