__ Publications _____

Book Chapters

  1. [Springer Nature] Obadage Rochana Rumalshan, Pramuka Weerasinghe, Mohamed Shaheer, Prabhath Gunathilake, and Erunika Dayaratna. "Transfer Learning Approach for Railway Technical Map (RTM) Component Identification". In Proceedings of Seventh International Congress on Information and Communication Technology, 479–88. Lecture Notes in Networks and Systems. Springer Nature Singapore, 2022. DOI: 10.1007/978-981-19-2397-5_44

Peer Reviewed Publications

  1. [ACM-REP] Rochana R. Obadage, Sarah M. Rajtmajer, and Jian Wu."SHORT: Can Citations Tell Us about a Paper's Reproducibility? A Case Study of Machine Learning Papers". In Proceedings of the 2nd ACM Conference on Reproducibility and Replicability (ACM REP '24), 96–100, June 18–20, 2024, Rennes, France., 5 pages. DOI: 10.1145/3641525.3663628
  2. [ICDS] Weerasinghe, Pramuka, Mohamed Shaheer, Rochana Rumalshan, Prabhath Gunathilake, and Erunika Dayaratna. 2021. ""Spotting Railway Signs to Build Smart Decision Support Tools in Railway Management Systems". In International Conference in Data Science, 36. Colombo, Sri Lanka.

Pre-Prints & Archives

  1. [arXiv] Rochana R. Obadage, Kumushini Thennakoon, Sarah M. Rajtmajer, and Jian Wu."[RE] Network Deconvolution". arXiv [cs.DL], 2 Oct 2024. arXiv. DOI: arXiv:2410.01189
  2. [arXiv] Rochana R. Obadage, Sarah M. Rajtmajer, and Jian Wu."Can Citations Tell Us about a Paper's Reproducibility? A Case Study of Machine Learning Papers". arXiv [cs.DL], 6 May 2024. arXiv. DOI: arXiv:2405.03977
  3. [arXiv] Obadage Rochana Rumalshan, Pramuka Weerasinghe, Mohamed Shaheer, Prabhath Gunathilake, and Erunika Dayaratna."Transfer Learning Approach for Railway Technical Map (RTM) Component Identification". arXiv [cs.CV], 6 May 2024. arXiv. DOI: arXiv:2405.13229
  4. [EasyChair] Weerasinghe, Pramuka, Mohamed Shaheer, Rochana Rumalshan, Prabhath Gunathilake, and Erunika Dayaratna."Spotting Railway Signs to Build Smart Decision Support Tools in Railway Management Systems". 22 July 2022. EasyChair.