Personal information

Forecasting, Big data modelling, Emergency Department, Machine Learning, Statistical Modelling
Sri Lanka

Activities

Employment (5)

Queensland University of Technology: Brisbane, Queensland, AU

2023-10-26
Employment
Source: check_circle
Queensland University of Technology PURE

Queensland University of Technology: Brisbane, QLD, AU

2018-02-18 to 2021 | PhD Student (School of Mathematical Sciences)
Employment
Source: Self-asserted source
kalpani Ishara Duwalage

The Open University Sri Lanka: COLOMBO, LK

2017-09-01 to 2018-02-28 | Lecturer (Department of Mathematics and statistics)
Employment
Source: Self-asserted source
kalpani Ishara Duwalage

University of Peradeniya: Peradeniya, Central, LK

2016 to 2017 | Temporary lecturer (Department of Mathematics)
Employment
Source: Self-asserted source
kalpani Ishara Duwalage

University of Peradeniya: Kandy, LK

2016-01-01 to 2016-12-31 | Tutor (Department of Mathematics and Statistics)
Employment
Source: Self-asserted source
kalpani Ishara Duwalage

Education and qualifications (2)

Queensland University of Technology: Brisbane, Queensland, AU

2023-10-26
Education
Source: check_circle
Queensland University of Technology PURE

University of Peradeniya: Peradeniya, Central, LK

2011 to 2015 | B.Sc. (First Class Honours) Statistics and Operational research (Faculty of Science)
Education
Source: Self-asserted source
kalpani Ishara Duwalage

Professional activities (5)

QUT Center for Data Sceince: Brisbane, QLD, AU

Research Student
Membership
Source: Self-asserted source
kalpani Ishara Duwalage

Bayesian Research and Applications Group: Brisbane, QLD, AU

Co-Chair (2019), Research Student
Membership
Source: Self-asserted source
kalpani Ishara Duwalage

ARC Centre of Excellence for Mathematical & Statistical Frontiers: Brisbane, QLD, AU

Membership
Source: Self-asserted source
kalpani Ishara Duwalage

University of Peradeniya: Peradeniya, Central, LK

2015 | University Award for Academic Excellence
Distinction
Source: Self-asserted source
kalpani Ishara Duwalage

University of Peradeniya: Peradeniya, Central, LK

2011 | Sujatha Devi price for best academic performance
Distinction
Source: Self-asserted source
kalpani Ishara Duwalage

Works (7)

Predicting Carcass Weight of Grass-Fed Beef Cattle before Slaughter Using Statistical Modelling

Animals
2023-06-12 | Journal article
Contributors: Kalpani Ishara Duwalage; Moe Thandar Wynn; Kerrie Mengersen; Dale Nyholt; Dimitri Perrin; Paul Frederic Robert
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

Retrospective identification of latent subgroups of emergency department patients: A machine learning approach

Emergency Medicine Australasia
2022-04 | Journal article
Contributors: Kalpani I Duwalage; Ellen Burkett; Gentry White; Andy Wong; M Helen Thompson
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Identifying and quantifying general practice‐type emergency department presentations

Emergency Medicine Australasia
2021-12 | Journal article
Contributors: Kalpani I Duwalage; Ellen Burkett; Gentry White; Andy Wong; Mery H Thompson
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Identifying and quantifying general practice‐type emergency department presentations

Emergency Medicine Australasia
2021-05 | Journal article
Source: Self-asserted source
kalpani Ishara Duwalage

Forecasting daily counts of patient presentations in Australian emergency departments using statistical models with time-varying predictors

EMA - Emergency Medicine Australasia
2020-08-01 | Journal article | Author
SOURCE-WORK-ID:

d66de801-c834-4426-9979-9c00262df171

EID:

2-s2.0-85079704653

Contributors: kalpani Ishara Duwalage; Ellen Burkett; Gentry White; Andy Wong; Mery Thompson
Source: check_circle
Queensland University of Technology PURE

Forecasting daily counts of patient presentations in Australian emergency departments using statistical models with time varying predictors

Emergency Medicine Australasia
2020-01 | Journal article
Source: Self-asserted source
kalpani Ishara Duwalage

Time series analysis for modeling and forecasting international tourist arrivals in Sri Lanka

Journal of Advances in Mathematics and Computer Science
2017 | Journal article
Source: Self-asserted source
kalpani Ishara Duwalage

Peer review (2 reviews for 2 publications/grants)

Review activity for BMJ open. (1)
Review activity for Emergency medicine journal. (1)