Article

Ganesan, Swathi ORCID: https://orcid.org/0000-0002-6278-2090, Karunarathne, Lakmali ORCID: https://orcid.org/0009-0000-7720-7817, Pokhrel, Sangita ORCID: https://orcid.org/0009-0008-2092-7029, Somasiri, Nalinda ORCID: https://orcid.org/0000-0001-6311-2251 and Kumar, Ganapathy (2025) Agricultural Application of Convolutional Neural Networks: A Case Study on Potato Plant Disease Detection Using Keras Image Generator and Data Augmentation Techniques. Journal of Innovative Image Processing, 6 (4). pp. 433-455.

Jones-Esan, Lawrence ORCID: https://orcid.org/0000-0002-9493-006X, Somasiri, Nalinda ORCID: https://orcid.org/0000-0001-6311-2251 and Lorne, Keda (2024) Enhancing Healthcare Delivery Through Digital Health Interventions: A Systematic Review on Telemedicine and Mobile Health Applications in Low and Middle-Income Countries (LMICs). Research Square.

Ganesan, Swathi ORCID: https://orcid.org/0000-0002-6278-2090 and Somasiri, Nalinda ORCID: https://orcid.org/0000-0001-6311-2251 (2024) Navigating the Integration of Machine Learning in Healthcare: Challenges, Strategies, and Ethical Considerations. Journal of Computational and Cognitive Engineering.

Gummalla, Devika Ku, Ganesan, Swathi ORCID: https://orcid.org/0000-0002-6278-2090, Pokhrel, Sangita ORCID: https://orcid.org/0009-0008-2092-7029 and Somasiri, Nalinda ORCID: https://orcid.org/0000-0001-6311-2251 (2024) Enhanced Early Detection of Thyroid Abnormalities using a Hybrid Deep Learning Model: A Sequential CNN and K-Means Clustering Approach. Journal of Innovative Image Processing, 6 (3). pp. 244-261.

Pokhrel, Sangita ORCID: https://orcid.org/0009-0008-2092-7029, Ganesan, Swathi ORCID: https://orcid.org/0000-0002-6278-2090, Banjade, Shiv Raj and Somasiri, Nalinda ORCID: https://orcid.org/0000-0001-6311-2251 (2024) Enhancing the Usability, Visibility, and Responsiveness of an Airline Reservation System: A User-Centered Design Approach. International journal of computer communication and informatics, 6 (1). pp. 1-15.

Polina, Pooja, Ganesan, Swathi ORCID: https://orcid.org/0000-0002-6278-2090, Karunarathne, Lakmali ORCID: https://orcid.org/0009-0000-7720-7817 and Somasiri, Nalinda ORCID: https://orcid.org/0000-0001-6311-2251 (2024) Time Series Analysis for Tractor Sales using SARIMAX and Deep Learning Models. International journal of computer communication and informatics, 6 (1). pp. 27-57.

Singarathnam, Dharshika, Ganesan, Swathi ORCID: https://orcid.org/0000-0002-6278-2090, Pokhrel, Sangita ORCID: https://orcid.org/0009-0008-2092-7029 and Somasiri, Nalinda ORCID: https://orcid.org/0000-0001-6311-2251 (2023) Machine learning-based predictive models for cardiovascular risk assessment in data analysis, model development, and clinical implications. International Journal of Recent Advances in Multidisciplinary Research, 10 (10). pp. 9084-9089.

Karunarathne, Lakmali ORCID: https://orcid.org/0009-0000-7720-7817, Ganesan, Swathi ORCID: https://orcid.org/0000-0002-6278-2090 and Somasiri, Nalinda ORCID: https://orcid.org/0000-0001-6311-2251 (2023) Business During COVID: An IOT Based Automated Sand Truck Management Solution. SSRN Electronic Journal, 13 (10).

Somasiri, Nalinda ORCID: https://orcid.org/0000-0001-6311-2251 (2004) Neural Network Modeller for Design Optimization of Multilayer Patch Antennas. IEE journal Microwave Techniques, 151 (6). pp. 514-518.

Somasiri, Nalinda ORCID: https://orcid.org/0000-0001-6311-2251, Toh, W.K., Chen, X., Robertson, I.D. and Rezazadeh, A.A. (2002) Full-Wave Analyses for a Multi-Layered Microstrip Patch Antenna. International Journal of Infrared and Millimetre Waves, 23. pp. 1777-1785.

Tattersall, J E, Scott, I R, Wood, S J, Nettell, J, Bevir, M K, Wang, Z, Somasiri, Nalinda ORCID: https://orcid.org/0000-0001-6311-2251 and Chen, C. (2001) Effects of Low Intensity Radiofrequency Electromagnetic Fields on Electrical Activity in Rat Hippocampus Slices. Brain Research Jounral, 904 (1). pp. 45-53.

Book Section

Karunarathne, Lakmali ORCID: https://orcid.org/0009-0000-7720-7817, Sihan, Haroon Muhammed, Ganesan, Swathi ORCID: https://orcid.org/0000-0002-6278-2090 and Somasiri, Nalinda ORCID: https://orcid.org/0000-0001-6311-2251 (2023) Determine What the Student Understands-Assessment in An Un-scaffolded Environment. In: International Conference on Business Innovation 2023 (ICOBI 2023) proceedings. ICOBI, pp. 330-335

Ratnayake, Upadya, Somasiri, Nalinda ORCID: https://orcid.org/0000-0001-6311-2251, Ganesan, Swathi ORCID: https://orcid.org/0000-0002-6278-2090 and Pokhrel, Sangita ORCID: https://orcid.org/0009-0008-2092-7029 (2023) Enhancing CNN Models with Data Augmentation for Accurate Fertilizer Deficiencies and Diseases Identification in Paddy Crops. In: International Conference on Business Innovation 2023 (ICOBI 2023). ICOBI, pp. 575-582

Singarathnam, Dharshika, Ganesan, Swathi ORCID: https://orcid.org/0000-0002-6278-2090, Pokhrel, Sangita ORCID: https://orcid.org/0009-0008-2092-7029 and Somasiri, Nalinda ORCID: https://orcid.org/0000-0001-6311-2251 (2023) Exploring Cryptographic Techniques for Data security in Resource-Constrained Wireless Sensor Networks:Performance Evaluation and Considerations. In: 2023 IEEE 8th International Conference On Software Engineering and Computer Systems (ICSECS). IEEE, pp. 176-180

Somasiri, Nalinda ORCID: https://orcid.org/0000-0001-6311-2251, Wickramasinghe, Shammika ORCID: https://orcid.org/0009-0001-7502-802X and Ganesan, Swathi ORCID: https://orcid.org/0000-0002-6278-2090 (2023) Deep Learning Model Regression Based Object Detection for Adaptive Driving Beam Headlights. In: Proceedings of the 2023 8th International Conference on Machine Learning Technologies. ACM, pp. 235-239

Conference or Workshop Item

Somasiri, Nalinda ORCID: https://orcid.org/0000-0001-6311-2251, Ganesan, Swathi ORCID: https://orcid.org/0000-0002-6278-2090 and Wicramasinghe, Shammika (2023) Deep Learning Model Regression Based Object Detection for Adaptive Driving Beam Headlights. In: 2023 8th International Conference on Machine Learning Technologies (ICMLT 2023), 10 March 2023, Sweden.

Karunarathne, Lakmali ORCID: https://orcid.org/0009-0000-7720-7817, Ganesan, Swathi ORCID: https://orcid.org/0000-0002-6278-2090 and Somasiri, Nalinda ORCID: https://orcid.org/0000-0001-6311-2251 (2023) Business during COVID: An IOT (Internet of Things) based Automated Sand Truck Management Solution. In: 5th International Conference on Internet of Things (CIoT 2023), 17 June 2023, Sydney, Australia. (Unpublished)

Ganesan, Swathi ORCID: https://orcid.org/0000-0002-6278-2090, Somasiri, Nalinda ORCID: https://orcid.org/0000-0001-6311-2251 and Colombage, Chandima (2023) Deep Learning Approaches for Accurate Sentiment Analysis of Online Consumer Feedback. In: 2023 International Conference on Computer Communication and Informatics (ICCCI), 23 January 2023.

Ashok, Harishma, Ganesan, Swathi ORCID: https://orcid.org/0000-0002-6278-2090 and Somasiri, Nalinda ORCID: https://orcid.org/0000-0001-6311-2251 (2023) Exploring the Intersection of IoT and Blockchain: An Analysis of Security and Privacy Risks. In: 2023 International Conference on Computer Communication and Informatics (ICCCI), 23 January 2023.

Somasiri, Nalinda ORCID: https://orcid.org/0000-0001-6311-2251 (2023) Research & Innovation. In: 2023 International Conference on Computer Communication and Informatics (ICCCI), 23-25th January 2023.

Ganesan, Swathi ORCID: https://orcid.org/0000-0002-6278-2090, Somasiri, Nalinda ORCID: https://orcid.org/0000-0001-6311-2251 and Pokhrel, Sangita ORCID: https://orcid.org/0009-0008-2092-7029 (2023) The Role of Artificial Intelligence in Education. In: 2023 International Conference on Computer Communication and Informatics (ICCCI).

Ganesan, Swathi ORCID: https://orcid.org/0000-0002-6278-2090, Somasiri, Nalinda ORCID: https://orcid.org/0000-0001-6311-2251, Jeyavadhanam, Rebecca and Karthick, Gayathri (2023) Improved Computational Efficiency of Machine Learning Algorithm based on Evaluation Metrics to control the spread of Coronavirus in the UK. In: ICDSTA 2023: 17. International Conference on Data Science Techniques and Applications, 16-17th February, 2023, London.

Pokhrel, Sangita ORCID: https://orcid.org/0009-0008-2092-7029, Somasiri, Nalinda ORCID: https://orcid.org/0000-0001-6311-2251, Jeyavadhana, C. Rebecca and Ganesan, Swathi ORCID: https://orcid.org/0000-0002-6278-2090 (2022) Web Data Scraping Technology using TF-IDF to Enhance the Big Data Quality on Sentiment Analysis. In: CDSBDA 2022: XVI. International Conference on Data Science and Big Data Analytics., 7-11 November 2022, Yogyakarta, Indonesia.

Somasiri, Nalinda ORCID: https://orcid.org/0000-0001-6311-2251, Chen, X., Robertson, I. and Rezazadeh, A.A. (2003) A Neural Network Modeller for Multi-Layered Microstrip Patch Antennas. In: Twelfth International Conference on Antennas and Propagation (ICAP 2003), 2003.

Somasiri, Nalinda ORCID: https://orcid.org/0000-0001-6311-2251 (2002) Different Numerical Modelling Techniques for Multi-Layered Microstrip Patch antenna Proc URSI2002. In: URSI2002, (IEEE Conf.), August 2002, Netherlands.

Somasiri, Nalinda ORCID: https://orcid.org/0000-0001-6311-2251 (2002) Comparison of Numerical Modelling Techniques for Multi-Layered Microstrip Patch antenna. In: Computation in Electromagnetics (IEE Conf.), March 2002, Bournemouth, UK..

Somasiri, Nalinda ORCID: https://orcid.org/0000-0001-6311-2251 (2001) Numerical Bioelectromagnetic Dosimetry in a Stripline RF Exposure System. In: European Microwave Conference, September 2001, London, UK.

Somasiri, Nalinda ORCID: https://orcid.org/0000-0001-6311-2251 (2001) Calculation of Specific Absorption Rates in Slices of Rat Hippocampus exposed to 700MHz Radiofrequency Fields in a Waveguide. In: Bioelectromagnetics Twenty-Third annual Meeting, 10-14 June 2001, St. Paul, Minnesota, US.

Somasiri, Nalinda ORCID: https://orcid.org/0000-0001-6311-2251 (2001) Numerical Modelling of Multi-Layered Microstrip Patch Antennas. In: 8th IEEE International Conference of Telecommunication, June 2001, Bucharest, Romania.

Somasiri, Nalinda ORCID: https://orcid.org/0000-0001-6311-2251 (2001) FDTD Modelling of Multilayered Microstrip Patch Antenna. In: International Conference of Antenna and Propagation, April 2001, Manchester, UK.

Somasiri, Nalinda ORCID: https://orcid.org/0000-0001-6311-2251 (2000) Numerical Characterisation of Multi-Layered CPW Directional Couplers. In: Asia Pacific Microwave Conference’2000, December 2000, Sydney, Australia.

Somasiri, Nalinda ORCID: https://orcid.org/0000-0001-6311-2251 (1999) Numerical Technique for Multi-Layered CPW Directional Couplers. In: EDMO99, September 1999, King’s College, London, UK..