Dr. Asitha Bandaranayake

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Dr. Asitha Bandaranayake

Senior Lecturer

Educational Qualifications:
  • B.Sc. Eng. (Peradeniya)
  • PhD (Cincinnati)
Research projects supervised by Dr. Asitha Bandaranayake:
AI Driven Decision Making Models for Corporate Applications
AI Driven Decision Making Models for Corporate Applications
AI Powered Knowledge Management System
AI Powered Knowledge Management System
Machine Learning Based Automated PAR Index Calculation for Orthodontic Treatment
Machine Learning Based Automated PAR Index Calculation for Orthodontic Treatment
Using LMs to Write Patient Clinical Letters
Using LMs to Write Patient Clinical Letters
An Empirical Study On Prompt Injection Attacks And Defences
An Empirical Study On Prompt Injection Attacks And Defences
Analyzing and predicting the volatile market patterns for trading using a Digital Twin
Analyzing and predicting the volatile market patterns for trading using a Digital Twin
Automated PAR Index Calculation on Orthodontic Treatment Using Software and Machine Learning
Automated PAR Index Calculation on Orthodontic Treatment Using Software and Machine Learning
Extending and Implementing Process Mining Techniques Prevention and Mitigation
Extending and Implementing Process Mining Techniques Prevention and Mitigation
Generating Patient Clinical Letters Using LLMs
Generating Patient Clinical Letters Using LLMs
Comparative Analysis of 2nd and 3rd Generation Sequencing
Comparative Analysis of 2nd and 3rd Generation Sequencing
OCR and Translation from Sinhala to Tamil for Printed Documents
OCR and Translation from Sinhala to Tamil for Printed Documents
Smart Agriculture Use of Computer Vision ML and IoT to Improve Crop Productivity
Smart Agriculture Use of Computer Vision ML and IoT to Improve Crop Productivity
Doppelganger Cartoon
Doppelganger Cartoon
Optimizing Mitochondria Genome Assembly And Annotation With Skim Sequencing Data
Optimizing Mitochondria Genome Assembly And Annotation With Skim Sequencing Data
Optimizing chloroplast genome assembly and annotation with skim sequencing data
Optimizing chloroplast genome assembly and annotation with skim sequencing data
Pipeline for Isolation of Fast evolving ITS Regions from Skim Sequencing Data
Pipeline for Isolation of Fast evolving ITS Regions from Skim Sequencing Data
cricket analysis
cricket analysis

Please note that here only contain the 'Projects' which were submitted to the projects.ce.pdn.ac.lk as Final Year Research Projects . The actual list of projects supervised by Dr. Asitha Bandaranayake may be longer than this.

Research Interests:
  • Artificial Intelligence
  • Machine Learning
  • Generative AI applications
  • Smart Agriculture
  • Computational Biology
  • Education Technology
  • Computer Networking
  • Wireless Networking
  • IoT
Publications:
  • Data Mining System for Predicting a Winning Cricket Team
    Dinithi Hasanika, Roshani Dilhara, Dulanjali Liyanage, Asitha Bandaranayake , Sampath Deegalla
    2021 IEEE 16th International Conference on Industrial and Information Systems (ICIIS) , 2021
    doi: 10.1109/ICIIS53135.2021.9660702
    #Uncertainty#Statistical analysis#Conferences#Games#Machine learning#Data mining#Australia
  • Identifying the optimal set of attributes that impose high impact on the end results of a cricket match using machine learning
    Pranavan Somaskandhan, Gihan Wijesinghe, Leshan Bashitha Wijegunawardana, Asitha Bandaranayake , Sampath Deegalla
    2017 IEEE International Conference on Industrial and Information Systems (ICIIS) , 2017
    doi: 10.1109/ICIINFS.2017.8300399
    #Sports equipment#Data mining#Measurement#Support vector machines#Statistical analysis#Games#Relational databases
  • Affordable real-time environment monitoring system for greenhouses
    Supun Athukorala, Irunika Weeraratne, Dumindu Jayathilaka, Asitha Bandaranayake , Roshan Ragel
    2016 Manufacturing & Industrial Engineering Symposium (MIES) , 2016
    doi: 10.1109/MIES.2016.7780261
    #Servers#Greenhouses#Sensor systems#Relays#Monitoring#Sensor phenomena and characterization

Please note that here only contain the 'Publications' affiliated with the Department of Computer Engineering , which were submitted to the site. To see the full publication profile, visit the ResearchGate or Google Scholar profile.