Conferences

 

IEEE

  1. Himash Wedisinghe & Fernando TGI (2024). Explainable AI for Early Lung Cancer Detection: A Path to Confidence. 4th International Conference on Advanced Research in Computing (ICARC), IEEE; https://doi.org/10.1109/ICARC61713.2024.10499787
  2. 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 (ICARC). 2022. p. 49–54.
  3. 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. 31–6.
  4. 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 in Computing (ICARC). 2022. p. 13–8.
  5. Dikwatta U & Fernando TGI (2021). Violence Detection of Sinhala Image Posts with Autoencoders, IEEE 10th International Conference on Information and Automation for Sustainability (ICIAfS)
  6. Weerawardana, MC & Fernando TGI (2021). Deepfakes Detection Methods: A Literature Survey, IEEE 10th International Conference on Information and Automation for Sustainability (ICIAfS)
  7. Pemarathne WPJ & Fernando TGI (2019). Optimizing the Electrical Wire Routing Through Multiple Points Using Multi Objective Ant Colony Algorithms for Electrical Wire Routing (MOACS- EWR), IEEE 14th Conference on Industrial and Information Systems (ICIIS) http://www.iciis.org/
  8. Samarawickrama AJP & Fernando TGI (2019). Multi-Step-Ahead Prediction of Exchange Rates Using Artificial Neural Networks: A Study on Selected Sri Lankan Foreign Exchange Rates, IEEE 14th Conference on Industrial and Information Systems (ICIIS) http://www.iciis.org/
  9. Dias DS & TGI Fernando, Komposer – Automated Musical Note Generation based on Lyrics with Recurrent Neural Networks, In: 2019 First International Conference on Artificial Intelligence and Data Sciences (AiDAS). 2019.
  10. Lekamge TC & Fernando TGI. Finding the Gender of Personal Names and Finding the Effect of Gana on Personal Names with Long Short Term Memory, In: 2019 Nineteenth International Conference on Advances in ICT for Emerging Regions (ICTer). 2019.
  11. Ilmini WMKS & Fernando TGI. Computational Personality Traits Assessment with Machine Learning, a Review. In: 2017 IEEE International Conference on Industrial and Information Systems (ICIIS), 2017.
  12. Samarawickrama AJP & Fernando TGI. A Recurrent Neural Network Approach in Predicting Daily Stock Prices: An Application to the Sri Lankan Stock Market. In: 2017 IEEE International Conference on Industrial and Information Systems (ICIIS), 2017.
  13. Ariyaratne MKA, Fernando TGI & Weerakoon S. A self-tuning modified firefly algorithm to solve univariate nonlinear equations with complex roots. In: 2016 IEEE Congress on Evolutionary Computation (CEC). 2016. p. 1477-84.
  14. Ariyasingha IDID & Fernando TGI. A modified Pareto strength ant colony optimization algorithm for the multi-objective optimization problems. In: 2016 IEEE International Conference on Information and Automation for Sustainability (ICI-AfS). 2016. p. 1-6.
  15. Pemarathne WPJ & Fernando TGI. Wire and cable routings and harness designing systems with AI, a review. In: 2016 IEEE International Conference on Information and Automation for Sustainability (ICIAfS). 2016. p. 1-6.
  16. Ariyaratne MKA, Fernando TGI & Weerakoon S. A modified firefly algorithm to solve univariate nonlinear equations with complex roots. In: 2015 Fifteenth International Conference on Advances in ICT for Emerging Regions (ICTer). 2015. p. 160-7.
  17. Niroshika UAA, Meegama RGN & Fernando TGI. Active contour model to extract boundaries of teeth in dental X-ray images. In: 2013 8th International Conference on Computer Science Education. 2013. p. 396-401.
  18. Thantulage G, Kalganova T & Fernando WAC. A Grid-based Ant Colony Algorithm for Automatic 3D Hose Routing. In: 2006 IEEE International Conference on Evolutionary Computation. 2006. p. 48-55.

Springer

  1. Welikala MD & Fernando TGI (2021). Komposer V2: A Hybrid Approach to Intelligent Musical Composition Based on Generative Adversarial Networks with a Variational Autoencoder. In K. Arai, S. Kapoor, & R. Bhatia (Eds.), Proceedings of the Future Technologies Conference (FTC) 2020, Volume 1 (pp. 413–425). Springer International Publishing. https://doi.org/10.1007/978-3-030-63128-4_31
  2. 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. Arai, S. Kapoor, & R. Bhatia (Eds.), Proceedings of the Future Technologies Conference (FTC) 2020, Volume 2 (pp. 70–88). Springer International Publishing. https://doi.org/10.1007/978-3-030-63089-8_5
  3. 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 Firefly Algorithm. In K. Arai, S. Kapoor, & R. Bhatia (Eds.), Proceedings of the Future Technologies Conference (FTC) 2020, Volume 1 (pp. 308–325). Springer International Publishing. https://doi.org/10.1007/978-3-030-63128-4_24
  4. Ilmini WMKS & Fernando TGI (2019). iPersonalityReader: An Application to Assess the Personality of a Person via Face Image Using Pre-trained Convolutional Neural Networks. 3rd SLAAI-International Conference on Artificial Intelligence-2019. https://slaai.lk/icai/2019/ [Certificate]
  5. Abayaratne SB, Ilmini WMKS, & Fernando TGI (2019). Identification of Snake Species in Sri Lanka Using Convolutional Neural Networks. 3rd SLAAI-International Conference on Artificial Intelligence-2019. https://slaai.lk/icai/2019/ [Certificate]
  6. Kirupaharan P & Fernando TGI (2019). Mobile Application to Identify Fish Species Using YOLO-Based Convolutional Neural Networks. 3rd SLAAI-International Conference on Artificial Intelligence-2019. https://slaai.lk/icai/2019/ [Certificate]
  7. Pemarathne WPJ & Fernando TGI. Ant Colony Optimization Algorithm to Solve Electrical Cable Routing. International Conference on Computer Science, Electrical and Electronic Engineering (ICCEE – http://www.iccee.org/), Kuala Lumpur, Malaysia. April 2019.

Other

  1. Abayaratne SB, Ilmini WMKS &  Fernando TGI. Automated Methods to Identify Snake Species in Sri Lanka: A Review. 12th International Research Conference (IRC 2019), General Sir John Kotelawala Defence University, Sri Lanka. September 11-12, 2019.
  2. Gunasinghe HN & Fernando TGI. A Computer Aided System to Identify the Face Shape of a person. 16th Conference of the Science Council Of Asia, Colombo, Sri Lanka, May 2016.
  3. Abeysooriya RP & Fernando TGI. Application of Genetic Algorithm to Optimize Cut-order Planning solutions in Apparel Industry. ERU Research Symposium 2011, University of Moratuwa, Sri Lanka.
  4. Thantulage G, Kalganova T & Wilson M. Grid-Based and Random Based Ant Colony Algorithms for Automatic Hose Routing in 3D Space. Proceedings of International Conference on Machine Intelligence (ICMI2006).