Ganesan, Ms Swathi

• Lecturer
• Department of Computer Science and Data Science

Link to Public Profile

Article

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.

Pokhrel, Sangita ORCID: https://orcid.org/0009-0008-2092-7029, Ganesan, Swathi ORCID: https://orcid.org/0000-0002-6278-2090, Akther, Tasnim and Karunarathne, Lakmali ORCID: https://orcid.org/0009-0000-7720-7817 (2024) Building Customized Chatbots for Document Summarization and Question Answering using Large Language Models using a Framework with OpenAI, Lang chain, and Streamlit. Journal of Information Technology and Digital World, 6 (1). pp. 70-86.

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).

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.

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.

Other

Ganesan, Swathi ORCID: https://orcid.org/0000-0002-6278-2090 (2023) Unleashing the Power of AI in Healthcare: Transforming the Future of Medicine. ICAAAIML.