Prof TGI Fernando
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Uncategorized

  • Publication – A Comprehensive Review of the Firefly Algorithms for Data Clustering

    Ariyaratne, M, & Fernando, TGI (2022). A Comprehensive Review of the Firefly Algorithms for Data Clustering. In A. Biswas, C. B. Kalayci, & S. Mirjalili (Eds.), Advances in Swarm Intelligence: Variations and...

    October 8, 2022 / Uncategorized

  • Publication – Facial Feature Identification in the Deep Learning Based Apparent Personality Detection

    Ilmini WMKS, Fernando TGI. Facial Feature Identification in the Deep Learning Based Apparent Personality Detection. In: 2022 2nd International Conference on Advanced Research in Computing...

    May 1, 2022 / Uncategorized

  • Publication – Prediction of Potentially Hazardous Asteroids using Deep Learning

    Ranaweera RKMTN, Fernando TGI. Prediction of Potentially Hazardous Asteroids using Deep Learning. In: 2022 2nd International Conference on Advanced Research in Computing (ICARC). 2022. p....

    May 1, 2022 / Uncategorized

  • Publication – Predicting the Next Word of a Sinhala Word Series Using Recurrent Neural Networks

    Naulla NTK, Fernando TGI. Predicting the Next Word of a Sinhala Word Series Using Recurrent Neural Networks. In: 2022 2nd International Conference on Advanced Research...

    May 1, 2022 / Uncategorized

  • Publication – Approaches Used to Recognize and Decipher Ancient Inscriptions: A Review

    Heenkenda, HMSCR & Fernando, TGI (2020). Approaches Used to Recognize and Decipher Ancient Inscriptions: A Review. Vidyodaya Journal of Science, 23(02). http://journals.sjp.ac.lk/index.php/vjs/article/view/4792. Abstract: Inscriptions play a vital role...

    January 11, 2021 / Uncategorized

  • Publication – Komposer V2: A Hybrid Approach to Intelligent Musical Composition Based on Generative Adversarial Networks with a Variational Autoencoder

    Welikala, MD, & Fernando, TGI (2021). Komposer V2: A Hybrid Approach to Intelligent Musical Composition Based on Generative Adversarial Networks with a Variational Autoencoder. In...

    November 3, 2020 / Uncategorized

  • Publication – Implementation of Modified Talbi’s Quantum Inspired Genetic Algorithm for Travelling Salesman Problem on an IBM Quantum Computer

    Gammanpila, AC, & Fernando, TGI (2021). Implementation of Modified Talbi’s Quantum Inspired Genetic Algorithm for Travelling Salesman Problem on an IBM Quantum Computer. In K....

    November 3, 2020 / Uncategorized

  • Publication – A Hybrid Algorithm to Solve Multi-model Optimization Problems Based on the Particle Swarm Optimization with a Modified Firefly Algorithm

    Ariyaratne, MKA, Fernando, TGI, & Weerakoon, S (2021). A Hybrid Algorithm to Solve Multi-model Optimization Problems Based on the Particle Swarm Optimization with a Modified...

    November 3, 2020 / Uncategorized

  • Publication – Convolutional Neural Network Approach for the Detection of Lung Cancers in Chest X-Ray Images

    Deepal, D. A. A., & Fernando, T. G. I. (2021). Convolutional Neural Network Approach for the Detection of Lung Cancers in Chest X-Ray Images. In...

    September 15, 2020 / Uncategorized

  • Publication – Recognising Ayurvedic Herbal Plants in Sri Lanka using Convolutional Neural Networks

    Jayanka, M, & Fernando, TGI (2020). Recognising Ayurvedic Herbal Plants in Sri Lanka using Convolutional Neural Networks. Vidyodaya Journal of Science, 23(01). https://doi.org/10.31357/vjs.v23i01.4680 Abstract: Different parts of ayurvedic herbal...

    August 14, 2020 / Uncategorized

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True wisdom comes to each of us when we realize how little we understand about life, ourselves, and the world around us – Socrates

 

Announcements

  • Publication – Optimizing Feature Selection in Spam Email Detection Using Co-Evolutionary Algorithms January 26, 2025
  • Publication – Exploring the Impact of Facial Features on Apparent Personality Traits Detection Using Deep Learning Techniques November 24, 2024
  • Publication – Explainable AI for Early Lung Cancer Detection: A Path to Confidence April 29, 2024
  • Publication – Exploring Mechanisms for Detecting Violent Content in Sinhala Image Posts: Rationale With Unsupervised vs Supervised Techniques February 4, 2024
  • President’s Award for Scientific Research November 21, 2023
 

Contact Details

  • +94 71 449 7227
  • +94 11 280 3978
  • +94 11 280 2914
  • tgi(@)sjp.ac.lk
 

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