my-profile
Contact
0766945145
lakindu.m@sliit.lk
Mr. Lakindu Mampitiya
Instructor
Faculty of Engineering | Mechanical Engineering
Career Summary
- Instructor
Department of Mechanical Engineering (Mechatronics),
Faculty of Engineering, Sri Lanka Institute of Information Technology
- Research Assistant
Water Resources Management and Soft Computing Research Laboratory
ACADEMIC QUALIFICATIONS
B.Sc. (Hons) in Electrical and Electronic Engineering
HONOURS AND AWARDS
Research Interests and Memberships
Research Interests
- Paralyze Rehabilitation
- Machine Learning
- Brain Computer Interfaces
- EEG based human interactions
- Human interacted Robots
- Causality Inference and Discovery
- Environmental AI applications
- Air Quality Forecasting
Memberships
IMechE (Institution of Mechanical Engineers)
Ongoing Research
My Publications
Journal Publications
- Lakindu Induwara Mampitiya, Namal Rathnayake, Yukinobu Hoshino, Upaka Rathnayake " Performance of machine learning models to forecast PM10 levels " MethodsX, 2024, 10.1016/j.mex.2024.102557,
- Lakindu Induwara Mampitiya, Namal Rathnayake, Yukinobu Hoshino, Upaka Rathnayake " Forecasting PM10 Levels in Sri Lanka: A Comparative Analysis of Machine Learning Models " Journal of Hazardous Materials Advances, 2024, 10.1016/j.hazadv.2023.100395,
- Lakindu Mampitiya , Namal Rathnayake , Lee P. Leon, Vishwanadham Mandala , Hazi Md. Azamathulla ,Sherly Shelton , Yukinobu Hoshino, Upaka Rathnayake. " Machine Learning Techniques to Predict the Air Quality Using Meteorological Data in Two Urban Areas in Sri Lanka " Environments, 2023, 10.3390/environments10080141,
- Lakindu Induwara Mampitiya, Namal Rathnayake, Subashini de Silva " Efficient and Low-Cost Skin Cancer Detection System Implementation with a Comparative Study Between Traditional and CNN-Based Models " Journal of Computational and Cognitive Engineering, 2024, 10.47852/bonviewJCCE2202482,
Conference Proceedings
- Lakindu Induwara Mampitiya, Rizma Nalmi, Namal Rathnayake Performance Comparison of Sea Fish Species Classification using Hybrid and Supervised Machine Learning Algorithms in Moratuwa Engineering Research Conference (MERCon), year 2022, IEEE,
- Lakindu Induwara Mampitiya, Namal Rathnayake An Efficient Ocular Disease Recognition System Implementation using GLCM and LBP based Multilayer Perception Algorithm in Mediterranean Electrotechnical Conference (MELECON), year 2022, IEEE,
- Lakindu Induwara Mampitiya, Rizma Nalmi, Namal Rathnayake Classification of Human Emotions using Ensemble Classifier by Analysing EEG Signals in IEEE Third International Conference on Cognitive Machine Intelligence (CogMI), year 2021, IEEE,
English
Sinhala
Tamil
