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2025 Conference Publication Nitrogen Management in Sri Lankan Rice Cultivation Using UAV-Based Multispectral Imagery and Machine LearningFonseka, Ishani, Hewagamage, K.P, Rathnayake, Upul, Bandara, Rmus and Halloluwa, Thilina (2025). Nitrogen Management in Sri Lankan Rice Cultivation Using UAV-Based Multispectral Imagery and Machine Learning. New York, NY, USA: ACM. doi: 10.1145/3789692.3789858 |
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2025 Conference Publication BotonyBuddy: AI-Enabled Precision Plant Nursery Management for Multicrop Disease Classification and Phenology-Aware Age EstimationPallewatta, Pandula, Arachchi, Samantha Mathara, Karunanayaka, Kasun, Kayuni, Trapp, Aleksandr, Tinmei, Bhattarai, Aditi, Halloluwa, Thilina, Nicodemas, Kelvin A and Kyei, Williams (2025). BotonyBuddy: AI-Enabled Precision Plant Nursery Management for Multicrop Disease Classification and Phenology-Aware Age Estimation. IEEE. doi: 10.1109/agreta68375.2025.11474109 |
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2025 Conference Publication Advances in Bird Bioacoustics Using Deep Learning: A Comprehensive Review of Vocal Mechanisms, Acoustic Communication, and Conservation ApplicationPallewatta, Pandula, Arachchi, Samantha Mathara, Karunanayaka, Kasun, Kayuni, Trapp, Aleksandr, Tinmei and Halloluwa, Thilina (2025). Advances in Bird Bioacoustics Using Deep Learning: A Comprehensive Review of Vocal Mechanisms, Acoustic Communication, and Conservation Application. IEEE. doi: 10.1109/slaai-icai68534.2025.11318525 |
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2025 Conference Publication Spiking Neural Networks and fMRI-Constrained Spiking Neural Networks for Speech Recognition and Biological Signal Processing: A Comprehensive ReviewPallewatta, Pandula, Arachchi, Samantha Mathara, Rizvan, Sanam, Karunanayaka, Kasun, Kayuni, Trapp, Halloluwa, Thilina, Aleksandr, Tinmei, Benbrahim, Khalil and Maloba, Abraham (2025). Spiking Neural Networks and fMRI-Constrained Spiking Neural Networks for Speech Recognition and Biological Signal Processing: A Comprehensive Review. IEEE. doi: 10.1109/ibitec66306.2025.11472847 |
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2025 Conference Publication Understanding use of large language models in healthcare: an hci scoping reviewBandara, Pradeepa, Halloluwa, Thilina and Vyas, Dhaval (2025). Understanding use of large language models in healthcare: an hci scoping review. OzCHI 2024: 36th Australian Conference on Human-Computer Interaction, Brisbane, 30 November - 2 December 2024. New York, NY, United States: Association for Computing Machinery. doi: 10.1145/3726986.3727023 |
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2025 Conference Publication Multitasking neural network for cricket team selection with complex dynamicsWeerakoon, Tharika and Halloluwa, Thilina (2025). Multitasking neural network for cricket team selection with complex dynamics. 5th International Conference on Advanced Research in Computing (ICARC), Belihuloya, Sri Lanka, 19-20 February 2025. Piscataway, NJ, United States: IEEE. doi: 10.1109/icarc64760.2025.10962897 |
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2025 Conference Publication Cricket team selection based on complex dynamics using machine learningWeerakoon, Tharika and Halloluwa, Thilina (2025). Cricket team selection based on complex dynamics using machine learning. ICEEE 2024, Melbourne, VIC, Australia, 11-12 September 2024. Singapore, Singapore: Springer Nature Singapore. doi: 10.1007/978-981-97-9112-5_21 |
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2025 Conference Publication Beyond the black box: an interpretable machine learning approach to student dropout predictionPathiranagama, Melaka, Nanayakkara, Isuru, Abeyweera, Roshan and Halloluwa, Thilina (2025). Beyond the black box: an interpretable machine learning approach to student dropout prediction. 2025 7th International Conference on Advancements in Computing (ICAC), Colombo, Sri Lanka, 9-10 December 2025. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICAC69156.2025.11361534 |
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2024 Conference Publication Estimating story points in scrum: balancing accuracy and interpretability with explainable AIGamage, Isuru Walpita, Rathnayake, R.M.U.A. and Halloluwa, Thilina (2024). Estimating story points in scrum: balancing accuracy and interpretability with explainable AI. 2024 6th International Conference on Advancements in Computing (ICAC), Colombo, Sri Lanka, 12-13 December 2024. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/icac64487.2024.10850952 |
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2024 Conference Publication An automated model for predicting weekly tea auction prices at Colombo tea auction for specific elevations and gradesAriyaratne, Chandika, Arachchi, Samantha Mathara, Pallewatta, Pandula, Karunanayaka, Kasun, Seneviratne, Gihan and Halloluwa, Thilina (2024). An automated model for predicting weekly tea auction prices at Colombo tea auction for specific elevations and grades. 2024 6th International Conference on Advancements in Computing (ICAC), Colombo, Sri Lanka, 12-13 December 2024. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/icac64487.2024.10851051 |
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2024 Conference Publication MangoDB - A TJC Mango dataset for deep-learning-based on classification and detection in precision agricultureJayaweera, Sasadara, Sewwandi, Piyumika, Tharaka, Dimuthi, Pallewatta, Pandula, Halloluwa, Thilina, Wickramasinghe, Manjusri, Karunanayaka, Kasun and Arachchi, Samantha Mathara (2024). MangoDB - A TJC Mango dataset for deep-learning-based on classification and detection in precision agriculture. 2024 4th International Conference on Advanced Research in Computing (ICARC), Belihuloya, Sri Lanka, 21-24 February 2024. New York, NY USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/icarc61713.2024.10499698 |
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2024 Conference Publication Quality grading methods for greenhouse grown crops using computer vision and machine learning - a reviewPallewatta, Pandula, Karunanayaka, Kasun, Arachchi, Samantha Mathara, Halloluwa, Thilina and Seneviratne, Gihan (2024). Quality grading methods for greenhouse grown crops using computer vision and machine learning - a review. IECON 2024 - 50th Annual Conference of the IEEE Industrial Electronics Society, Chicago, IL, United States, 3-6 November 2024. Piscataway, NJ, United States: IEEE Computer Society. doi: 10.1109/IECON55916.2024.10905669 |
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2024 Conference Publication BellCrop - A bell pepper leaf dataset for disease classification and yield enhancement using machine learningPallewatta, Pandula, Halloluwa, Thilina, Karunanayaka, Kasun, Seneviratne, Gihan and Arachchi, Samantha Mathara (2024). BellCrop - A bell pepper leaf dataset for disease classification and yield enhancement using machine learning. IECON 2024 - 50th Annual Conference of the IEEE Industrial Electronics Society, Chicago, IL, United States, 3-6 November 2024. Piscataway, NJ, United States: IEEE Computer Society. doi: 10.1109/IECON55916.2024.10905325 |
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2023 Conference Publication Effective identification of nitrogen fertilizer demand for paddy cultivation using UAVsIllesinghe, Rusiri, Arachchi, Shayan Wickrama, Kavikarage, Heshan, Karunarathna, Anupama, Karunanayaka, Kasun, Halloluwa, Thilina and Rathnayake, Upul (2023). Effective identification of nitrogen fertilizer demand for paddy cultivation using UAVs. IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society, Singapore, Singapore, 16-19 October 2023. New York, NY USA: IEEE Computer Society. doi: 10.1109/iecon51785.2023.10312483 |
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2023 Conference Publication Virtual reality based approaches for post ischemic stroke rehabilitation: current practices and future perspectivesWickramasinghe, Buddhi, Karunanayaka, Kasun, Halloluwa, Thilina and Cheok, Adrian David (2023). Virtual reality based approaches for post ischemic stroke rehabilitation: current practices and future perspectives. 2023 3rd International Conference on Advanced Research in Computing (ICARC), Belihuloya, Sri Lanka, 23-24 February 2023. New York, NY USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/icarc57651.2023.10145731 |
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2021 Conference Publication Multisensory augmented realityKarunanayaka, Kasun, Nijholt, Anton, Halloluwa, Thilina, Ranasinghe, Nimesha, Wickramasinghe, Manjusri and Vyas, Dhaval (2021). Multisensory augmented reality. Multisensory Augmented Reality, Virtual, 30 Aug 2021. Cham, Switzerland: Springer. doi: 10.1007/978-3-030-85607-6_77 |
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2021 Conference Publication A rule based approach to minimize false-positive declines in Electronic Card Not Present financial transactions using feature engineering techniquesDelgolla, Madhushika, Halloluwa, Thilina and Rathnayake, Anuradha (2021). A rule based approach to minimize false-positive declines in Electronic Card Not Present financial transactions using feature engineering techniques. 2021 21st International Conference on Advances in ICT for Emerging Regions (ICter), Colombo, Sri Lanka, 2-3 December 2021. New York, NY USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/icter53630.2021.9774815 |
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2019 Conference Publication Dhana Labha: A financial management application to underbanked communities in Rural Sri LankaHalloluwa, Thilina and Vyas, Dhaval (2019). Dhana Labha: A financial management application to underbanked communities in Rural Sri Lanka. INTERACT 2019: Human-Computer Interaction, Paphos, Cyprus, 2–6 September 2019. Cham, Switzerland: Springer. doi: 10.1007/978-3-030-29384-0_45 |
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2018 Conference Publication Value for money: co-designing with underbanked women from rural Sri LankaHalloluwa, Thilina, Bandara, Pradeepa, Usoof, Hakim and Vyas, Dhaval (2018). Value for money: co-designing with underbanked women from rural Sri Lanka. 30th Australian Conference on Computer-Human Interaction, OzCHI 2018, Melbourne, VIC, Australia, 4-7 December 2018. New York, United States: Association for Computing Machinery. doi: 10.1145/3292147.3292157 |
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2017 Conference Publication Designing for financial literacy: co-design with children in rural Sri LankaHalloluwa, Thilina, Vyas, Dhaval, Usoof, Hakim, Bandara, Pradeepa, Brereton, Margot and Hewagamage, Priyantha (2017). Designing for financial literacy: co-design with children in rural Sri Lanka. 16th IFIP TC 13 International Conference on Human-Computer Interaction (INTERACT), Mumbai, India, 25-29 September 2017. Cham, Switzerland: Springer. doi: 10.1007/978-3-319-67744-6_21 |
