Dr. Manjusri Wickramasinghe

B.Sc. Hons (Col), LL.B. (OUSL), Ph.D. (Monash)

Senior Lecturer


Research Interests: Machine Learning, Data Mining, Computer Graphics and Image Processing, Time Series Analysis

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Publication Summary

Conference Papers
14
Conference Abstracts
2
Posters
0
Journal Papers
5
Books
0
Book Chapters
0
Other
1

Biography

Academic

Awards

Teaching

Current Undergraduate Teaching

1st Year Courses

  • 1208 - Data Structures and Algorithms II (2015 - to date)
  • IS 1114 - Data Structures and Algorithms I (2022 - to date)

2nd Year Courses

  • IS 1114 - Data Structures and Algorithms I (2022 - to date)

3rd Year Courses

  • SCS 3216 -  Research Methods (2022 - todate)

4th Year Courses

  • SCS 4122 - Research Seminar (2016 - 2019, 2022 - to date)

Current Postgraduate Teaching

MCS Program

  • MCS 1101/1201 - Advanced Algorithms (2016 - to date)
  • MCS 4203 - Image Processing and Computer Vision (2022 - to date)

MIT Program

  • MIT 3204 - Data Warehousing and Mining (2023 - todate)

MB.Analytics Program

  • BA 2003 - Data Warehousing and Mining (2023 - to date)
  • BA 2004 - Data Visualization (2022 - to date)

 Past Teaching

  • SCS 1006 - Data Structures and Algorithms (2008 - 2010)
  • SCS 1108 - Data Structures and Algorithms (2015 - 2021)
  • SCS 1101/1201 - Data Structures and Algorithms I (2017 - 2022)
  • IS 2101 - Data Structures and Algorithms II (2019 - 2022)
  • SCS 2001 - Operating Systems (2009 - 2011, As Tutor)
  • SCS 2005 - Introduction to Programming Languages (2009)
  • SCS 2008 - Numerical Computing (2010 - 2011)
  • SCS 3013 - Computer System Architecture (2009 -2010)
  • SCS 3105 / IS 3016 - Computer Graphics I (2015)
  • SCS 3113 - Game Development (2015 - 2017)
  • SCS 3116 / IS 3010 - Research Methods (2017)
  • SCS 4123 - Final Year Project in Software Engineering (2016 - 2019, As Coordinator)
  • MCS 1205 - Theory of Programming Languages (2017 - 2022)
  • MCS 2103 -  Research Methods (2016)
  • CS 3008 - Data Structures and Algorithms (2020 - 2022)
  • BA 1004 - Data Programming (2019 - 2022)
  • MIS 4202 - Multimedia Security and Digital Rights Managment (2019 - 2022)

 

Employment

Professional Activities

Consultation

Projects

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

2024

Kaluarachchi T., Wickramasinghe M., (March 2024), "WebDraw A machine learning-driven tool for automatic website prototyping" , in Science of Computer Programming , vol.233
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
Mohomed M.S., Ashar M.A., Vilcassim A.Q., Kavishan S., Karunanayaka K., Wickramasinghe M., (November 2024), "Nocturne - A Real-Time Driving Assistant at Night for Sri Lanka" , in IECON 2024 - 50th Annual Conference of the IEEE Industrial Electronics Society , Chicago, USA
Varsha Wijethunge, Saneru Akarawita, Tharushka Hegodaarachchi, Shakya Abeytunge, Gihan Gamage, Manjusri Wickramasinghe, (November 2024), "Generative AI and EEG-based Music Personalization for Work Stress Reduction" , in IECON 2024 - 50th Annual Conference of the IEEE Industrial Electronics Society

2023

Kaluarachchi T., Wickramasinghe M., (March 2023), "A systematic literature review on automatic website generation" , in Journal of Computer Languages
Ravindu Perera, Manjusri Wickramasinghe, Lakshman Jayaratne, (April 2023), "Improving Automatic Music Genre Classification Systems by Using Descriptive Statistical Features of Audio Signals" , in Artificial Intelligence in Music, Sound, Art and Design (EvoMUSART 2023) , vol.13988, pp.399-412 , Czech Republic

2021

Karunanayake K. T., Nijholt A., Ranasinghe N., Wickramasinghe M. I. E., Halloluwa H. K. T. C., Vyas D., (August 2021), "Workshop on Multisensory Augmented Reality" , in 18th IFIP TC.13 International Conference on Human-Computer Interaction – INTERACT 2021 , Bari,Italy
Kegalle H. N. , Liyanage H. S. U. , Jayaratne K. L. , Wickramasinghe M. I. E. , (2021), "An Affordable Virtual Reality Based Training Application for Cardiopulmonary Resuscitation" , in International Journal on Advances in ICT for Emerging Regions (ICTer) , vol.14(1)
Rathnayake D., Perera P. B., Eranga N. A. A. H., Ishwara M., (December 2021), "Generalization of LSTM CNN ensemble profiling method with time-series data normalization and regularization" , in 21st International Conference on Advances in ICT for Emerging Regions (ICter) , pp.1 - 6 , Colombo, Sri Lanka

2020

Ketipearachchi T, Wickramasinghe M, (2020), "Invisible Colour Image Watermarking Technique for Colour Images Using DWT and SVD" , in The International Journal on Advances in ICT for Emerging Regions (ICTer) , vol.13(2)
Sally M. S., Wickramasinghe M. I. E., (August, 2020), "A trend analysis on Sri Lankan politics based on facebook user reactions Technology in Society" , in Technology in Society , vol.62

2019

S D M H Siyabalapitiya, R M R Wanigasekera, S D S H Dissanayake, K L Jayaratne, M I E Wickramasinghe, (2019), "Generate Navigations to Guide and Automate Endotracheal Intubation Process" , in Proceedings of IEEE International Conference on Advances in ICT for Emerging Regions (ICTer 2019) , Colombo, Sri Lanka
S U Liyanage, Lakshman Jayaratne, M I E Wickramasinghe, A Munasinghe, (2019), "Towards an Affordable Virtual Reality Solution for Cardiopulmonary Resuscitation Training" , in Proceedings of IEEE International Conference on Virtual Reality and 3D User Interfaces (VR) , pp.1054-1055 , Osaka, Japan
S D M H Siyabalapitiya, R M R Wanigasekera, S D S H Dissanayake, K L Jayaratne, M I E Wickramasinghe, (2019), "Generate Navigations to Guide and Automate Endotracheal Intubation Process" , in Proceedings of IEEE International Conference on Advances in ICT for Emerging Regions (ICTer 2019) , Sri Lanka

2018

Upendra T., Ranaweera C., Samaradiwakara N., Jayaratne K.L., Wickramasinghe M., Munasinghe A., (2018), "Artificial Neural Network Application in Classifying the Left Ventricular Function of the Human Heart Using Echocardiography" , in National Information Technology Conference (NITC) , Colombo, Sri Lanka
Senaweera M., Dissanayake R., Chamindi N., Shyamlal A., Elvitigala C., Horawalavithana S., Wijesekara P., Gunawardana K., Wickramasinghe M., Keppitiyagama C., (2018), "The Influence of Community Interaction on User Affinity in Social Networks A Facebook Case Study" , in National Information Technology Conference (NITC) , Colombo, Sri Lanka
Senaweera M., Dissanayake R., Chamindi N., Shyamlal A., Elvitigala C., Horawalavithana S., Wijesekara P., Gunawardana K., Wickramasinghe M., Keppitiyagama C., (2018), "A Weighted Network Analysis of User Migrations in a Social Network" , in International Conference on Advances in ICT for Emerging Regions , Colombo, Sri Lanka

2017

Randika A., Wickramasinghe M. I. E., (2017), "A Neural Network Approach to Derive the Horizontal Space in Typefaces" , in International Conference in Machine Learning Application 2017(ICMLA, 2017) , Cancun, Mexico