Chamila Walgampaya

About Chamila Walgampaya

Chamila Walgampaya, With an exceptional h-index of 9 and a recent h-index of 6 (since 2020), a distinguished researcher at University of Peradeniya, specializes in the field of Click Fraud, Machine Learning, Artificial Intelligence, Operations Research.

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

Detecting Click Fraud Using an Improved Lenet-5 Convolution Neural Network

Worker training optimization in an IoT-enabled environment

Genetic Algorithm Based Combinatorial Optimization for the Optimal Design of Water Distribution Network of Gurudeniya Service Zone, Sri Lanka

A Gated Recurrent Unit Neural Network based Predictive Maintenance Approach for Machinery Maintenance in the Apparel Industry

Novel Spanning-Tree Matrix Approach to Model and Optimize Large-Scale, Tree-Shaped Water Distribution Networks

Android Based Digital Contact Tracing and Health Monitoring System for Covid 19 Pandemic

Heart Disease Risk Identification using Machine Learning Techniques for a Highly Imbalanced Dataset: a Comparative Study

Use of Honey-Bee Mating Optimization Algorithm to Design Water Distribution Network in Gurudeniya Service Zone, Gurudeniya, Sri Lanka

Chamila Walgampaya Information

University

Position

Senior Lecturer

Citations(all)

185

Citations(since 2020)

92

Cited By

113

hIndex(all)

9

hIndex(since 2020)

6

i10Index(all)

8

i10Index(since 2020)

2

Email

University Profile Page

Google Scholar

Chamila Walgampaya Skills & Research Interests

Click Fraud

Machine Learning

Artificial Intelligence

Operations Research

Top articles of Chamila Walgampaya

Detecting Click Fraud Using an Improved Lenet-5 Convolution Neural Network

2023/6/29

Worker training optimization in an IoT-enabled environment

Available at SSRN 4457097

2023/5/23

Thilini Ranasinghe
Thilini Ranasinghe

H-Index: 1

Chamila Walgampaya
Chamila Walgampaya

H-Index: 4

Genetic Algorithm Based Combinatorial Optimization for the Optimal Design of Water Distribution Network of Gurudeniya Service Zone, Sri Lanka

arXiv preprint arXiv:2304.09720

2023/4/19

A Gated Recurrent Unit Neural Network based Predictive Maintenance Approach for Machinery Maintenance in the Apparel Industry

2023

Novel Spanning-Tree Matrix Approach to Model and Optimize Large-Scale, Tree-Shaped Water Distribution Networks

arXiv preprint arXiv:2209.11993

2022/9/24

Android Based Digital Contact Tracing and Health Monitoring System for Covid 19 Pandemic

ENGINEER

2022

Heart Disease Risk Identification using Machine Learning Techniques for a Highly Imbalanced Dataset: a Comparative Study

2022

Use of Honey-Bee Mating Optimization Algorithm to Design Water Distribution Network in Gurudeniya Service Zone, Gurudeniya, Sri Lanka

arXiv preprint arXiv:2110.10886

2021/10/21

Application of AlexNet convolutional neural network architecture-based transfer learning for automated recognition of casting surface defects

2021/9/16

Chamila Walgampaya
Chamila Walgampaya

H-Index: 4

Real Time Mobile Ad Investigator: An Effective and Novel Approach for Mobile Click Fraud Detection.

Computing & Informatics

2021/5/1

Iroshan Aberathne
Iroshan Aberathne

H-Index: 1

Chamila Walgampaya
Chamila Walgampaya

H-Index: 4

Applicability of modified queueing model with encouraged arrivals for economic recession

2021

Identification of severity factors and risk areas of southern expressway accidents

Engineer

2021

Novel hidden Markov scoring algorithm for fraudulent impression classification in mobile advertising

2021

Step-Factor Resampling Technique for Imbalanced Sequence Data Classification

2021

See List of Professors in Chamila Walgampaya University(University of Peradeniya)

Co-Authors

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