Book Chapter
Rathnayake, Chinthana, Wickramasinghe, Manjusri, Nanayakkara, Isuru, Abeyweera, Roshan and Marasinghe, Pasindu (2026). Genetic Algorithm Based Deep Time Series Similarity Searching Approach for Acoustic Fingerprinting. Communications in Computer and Information Science. (pp. 380-395) Singapore: Springer Nature Singapore. doi: 10.1007/978-981-92-0137-2_25
Conference Papers
Rathnayake, C., Wickramasinghe, M., Nanayakkara, I., Abeyweera, R. and Marasinghe, P. (2025). Genetic algorithm based Deep Time Series Similarity Searching approach for Acoustic Fingerprinting. University of Colombo. doi: 10.66281/70130/8700
Dissanayaka, Sahan, Wickramasinghe, Manjusri and Marasinghe, Pasindu (2024). Temporal convolution-based hybrid model approach with representation learning for real-time acoustic anomaly detection. 16th International Conference on Machine Learning and Computing, Shenzhen, China, 2-5 February 2024. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3651671.3651693
Mendis, Kasun, Wickramasinghe, Manjusri and Marasinghe, Pasindu (2024). Multivariate time series forecasting: a review. 2024 2nd Asia Conference on Computer Vision, Image Processing and Pattern Recognition (CVIPPR 2024), Xiamen, China, 26–28 April, 2024. New York, NY, USA: ACM. doi: 10.1145/3663976.3664241