Ruwan Nawarathna

About Ruwan Nawarathna

Ruwan Nawarathna, With an exceptional h-index of 7 and a recent h-index of 6 (since 2020), a distinguished researcher at University of Peradeniya, specializes in the field of Machine Learning, Artificial Intelligence, Computer Vision.

His recent articles reflect a diverse array of research interests and contributions to the field:

Advancing Public Safety Management in Sri Lanka through Computer Vision Enhancement

A Systematic Approach for Object Detection in Unconstrained Environments

Enhanced YOLOv4 for Facilitating Public Safety Management amidst Protests and Riots

Detection of Suspicious Objects in Unconstrained Environments to Effectively Manage a Security System in Sri Lanka

Identifying Tweets with Personal Medication Intake Mentions using Attentive Character and Localized Context Representations.

Application of Vision Transformers in Online Advertisement Identification

Applying transformer models for disease named entity recognition

Novel deep learning approaches for crop leaf disease classification: A review

Ruwan Nawarathna Information

University

Position

Senior Lecturer in Computer Science

Citations(all)

298

Citations(since 2020)

196

Cited By

184

hIndex(all)

7

hIndex(since 2020)

6

i10Index(all)

5

i10Index(since 2020)

3

Email

University Profile Page

Google Scholar

Ruwan Nawarathna Skills & Research Interests

Machine Learning

Artificial Intelligence

Computer Vision

Top articles of Ruwan Nawarathna

Title

Journal

Author(s)

Publication Date

Advancing Public Safety Management in Sri Lanka through Computer Vision Enhancement

YSF Thematic Publication 2024

K Thiruthanigesan

RD Nawarathna

RG Ragel

2024/1/26

A Systematic Approach for Object Detection in Unconstrained Environments

K Thiruthanigesan

Ruwan D Nawarathna

Roshan G Ragel

2023/8/25

Enhanced YOLOv4 for Facilitating Public Safety Management amidst Protests and Riots

K Thiruthanigesan

Ruwan D Nawarathna

Roshan G Ragel

2023/8/25

Detection of Suspicious Objects in Unconstrained Environments to Effectively Manage a Security System in Sri Lanka

Multisectoral Approaches to Accelerate Economic Transformation in the Face of Crisis in Sri Lanka

K Thiruthaigesan

RD Nawarathna

RG Ragel

2023/1/27

Identifying Tweets with Personal Medication Intake Mentions using Attentive Character and Localized Context Representations.

JUCS: Journal of Universal Computer Science

Jarashanth Selvarajah

Ruwan Nawarathna

2022/12/1

Application of Vision Transformers in Online Advertisement Identification

CR Liyanage

MKS Madushika

RD Nawarathna

2022/3/2

Applying transformer models for disease named entity recognition

ST Jarashanth

RD Nawarathna

2022/2/23

Novel deep learning approaches for crop leaf disease classification: A review

EMTYK Ekanayake

RD Nawarathna

2021/9/16

Gesture-based Sports Training Video Recording System

Lakshitha W Amarasinghe

Ruwan D Nawarathna

2021/7/27

A Systematic Approach for Scheduling IoT Devices for Effective Load Balancing Based on Deep Sleep

Lahiru J Ekanayake

Ruwan D Nawarathna

Saluka R Kodituwakku

Roshan D Yapa

Amalka J Pinidiyaarachchi

2021/5/10

Exploring deep learning and tree-based ensemble models for chiller energy consumption predictions

Udaree Kanewala

Supun Weerakoon

Ruwan Nawarathna

2021/12/9

Pseudoscience Detection Using a Pre-trained Transformer Model with Intelligent ReLabeling

Thilina C Rajapakse

Ruwan D Nawarathna

2021

A Lucrative Model for Identifying Potential Adverse Effects from Biomedical Texts by Augmenting BERT and ELMo

Jarashanth Selvarajah

Ruwan D Nawarathna

2021

Suspicious Object Detection in Environments with Tear Gas

K Thiruthanigesan

Ruwan D Nawarathna

Roshan G Ragel

2021/12/9

Forecasting of Global Market Prices of Major Financial Instruments

Journal of Probability and Statistics

Roshani W Divisekara

Ruwan D Nawarathna

Lakshika S Nawarathna

2020/9/14

Prediction of the skeletal pattern of orthodontic patients

Communications in Statistics: Case Studies, Data Analysis and Applications

GWDA Gunarathne

Lakshika S Nawarathna

Ruwan D Nawarathna

VSN Vithanaarachchi

2020/7/2

Fraud Detection Mechanism for Credit Card Transactions of Banks Using Machine Learning

Rajarata University Journal

N Lojenaa

Ruwan D. Nawarathna

2020/6

Research Article Forecasting of Global Market Prices of Major Financial Instruments

Roshani W Divisekara

Ruwan D Nawarathna

Lakshika S Nawarathna

2020

See List of Professors in Ruwan Nawarathna University(University of Peradeniya)

Co-Authors

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