Mr. Pasindu Marasinghe
BSc. (Hons) in Computer Science, UCSC
Lecturer
Research Interests: Digital Signal Processing, Time Series Analysis, Optimization, Machine Learning
Publication Summary
Conference Papers
4
Conference Abstracts
0
Posters
0
Journal Papers
0
Books
0
Book Chapters
0
Other
4
Biography
Academic
- BSc. (Hons) in Computer Science, University of Colombo School of Computing
- D. S. Senanayake College, Colombo 07
Awards
Gold Award: Best Research and Development Project of the Year - National ICT Awards (NBQSA) 2020
Teaching
Employment
Professional Activities
Consultation
Projects
- 2024
- Hybrid Model Approach for Heart Murmur Detection in Phonocardiographic Signals
- Noval Approach of History Preservation to Aid in Multivariate Time Series Forecasting
- 2023
- Temporal Convolution-based Hybrid Model Approach with Representation Learning for Real-Time Acoustic Anomaly Detection
- Genetic Algorithm Based Deep Time Series Similarity Searching Approach for Acoustic Fingerprinting
- Conceptualizing and Measuring the Popularity of Sinhala Songs in Sri Lanka
- 2022
- Extracting Complex Dynamics of Music with Machine-Learning for Music Similarity Measurement
- Cover Song Identification using Digital Signal Processing and Deep Learning Techniques
- 2020
- Protecting Copyright Ownership via Identification of Remastered Music in Radio Broadcasts
Publications
2026
Chathura Rathnayake, Manjusri Wickramasinghe, Isuru Nanayakkara, Roshan Abeyweera, Pasindu Marasinghe, (June 2026), "Genetic Algorithm Based Deep Time Series Similarity Searching Approach for Acoustic Fingerprinting" , in Advances in ICT for Emerging Regions. ICTer 2025
Yasod Ginige, Pasindu Marasinghe, Sajal Jain, Suranga Seneviratne, (May 2026), "Pen-Strategist A Reasoning Framework for Penetration Testing Strategy Formation and Analysis" , in arXiv
Holly Trikilis, Pasindu Marasinghe, Fariza Rashid, Suranga Seneviratne, (Jan 2026), "Eliciting Least-to-Most Reasoning for Phishing URL Detection" , in arXiv
2025
I. Nanayakkara, P. Marasinghe, R. Abeyweera, (2025), "Unibot A hybrid intelligence system for conversational academic advising with integrated student well-being support"
2024
Pasindu Wijesena, Lakshman Jayarathne, Manjusri Wickramasinghe, Shakya Abeytunge, Pasindu Marasinghe, (January 2024), "Metric Learning with Sequence-to-sequence Autoencoder for Content-based Music Identification" , in 5th International Conference on Advanced Information Science and System (AISS 2023) , vol.60, pp.7
Kasun Mendis, Manjusri Wickramasinghe, Pasindu Marasinghe, (June 2024), "Multivariate Time Series Forecasting A Review" , in CVIPPR '24: Proceedings of the 2024 2nd Asia Conference on Computer Vision, Image Processing and Pattern Recognition
Sahan Dissanayaka, Manjusri Wickramasinghe, Pasindu Marasinghe, (June 2024), "Temporal Convolution-based Hybrid Model Approach with Representation Learning for Real-Time Acoustic Anomaly Detection" , in ICMLC '24: Proceedings of the 2024 16th International Conference on Machine Learning and Computing , pp.218 - 227
Pasindu Marasinghe, Lakshman Jayaratne, Manjusri Wickramasinghe, Shakya Abeytunge, (January 2024), "Protecting Copyright Ownership via Identification of Remastered Music in Radio Broadcasts" , in TechRxiv