Journal Publications
- Shyalika, C., Wickramarachchi, R., & Sheth, A. (2024). A Comprehensive Survey on Rare Event Prediction. [ACM Computing Surveys] [paper]
- Shyalika, C., Roy, K., Prasad, R., Kalach, F.E., Zi, Y., Mittal, P., Narayanan, V., Harik, R. and Sheth, A., 2024. RI2AP: Robust and Interpretable 2D Anomaly Prediction in Assembly Pipelines. Sensors, 24(10), p.3244 [paper] [Won the Best Poster Award at DiscoverUSC 2024]
- Roy, K., Zi, Y., Shyalika, C., Prasad, R., Murali, S., Palit, V. and Sheth, A., 2024. QA-RAG: Leveraging Question and Answer-based Retrieved Chunk Re-Formatting for Improving Response Quality During Retrieval-augmented Generation. MAKE Journal [paper]
- Shyalika, C., Wickramarachchi, R., El Kalach, F., Harik, R., & Sheth, A. (2024). Evaluating the Role of Data Enrichment Approaches Towards Rare Event Analysis in Manufacturing. Sensors, 24(15), 5009 [paper]
- Shyalika, C., Kumara, P. P. N. V., & Kottahachchi, D. U. (2020). Statistical morphological analysis based supervised classification algorithm for diagnosing acute lymphoblastic leukemia. Journal of Theoretical and Applied Information Technology, 98(18), 16. [paper]
- Shyalika, C., Silva, T., & Karunananda, A. (2020). Reinforcement learning in dynamic task scheduling: A review. SN Computer Science, 1, 1-17. [paper]
- Udayananda, G. K. V. L., Shyalika, C., & Kumara, P. P. N. V. (2022). Rice plant disease diagnosing using machine learning techniques: a comprehensive review. SN Applied Sciences, 4(11), 311. [paper]
Conference Publications
- Shyalika, C., H. Kaur Bagga, A. Bhatt, R. Prasad, A. Ghazo, and A. Sheth. Time Series Foundational Models: Their Role in Anomaly Detection and Prediction. AAAI 2025 Anomaly Detection in Scientific Domains Workshop at AAAI 2025. [paper]
- Shyalika, C., Prasad, R., Wickramarachchi, R., & Sheth, A. Towards Rare Event and Anomaly Prediction in Manufacturing: Bridging Methodological Gaps in Industrial Applications. WiML Workshop at NeurIPS 2024. [paper]
- Shyalika, C., Prasad, R., Zand, R., El Kalach, F., Venkataramanan, R., Harik, R., Sheth, A. NS-HyMAP: Neurosymbolic Multimodal Hybrid Fusion for Robust and Interpretable Anomaly Prediction in Assembly Pipelines.
- Prasad, R., Shyalika, C., R., Venkataramanan, R., Sheth, A., Pic2Prep: A Multimodal Conversational Agent for Cooking Assistance, AAAI Demo 2025.
- Prasad, R., Shyalika, C., Zand, R., El Kalach, F., Venkataramanan, R., Harik, R., Sheth, A. AssemAI: Interpretable Image-Based Anomaly Detection for Manufacturing Pipelines. International Conference on Machine Learning and Applications (ICMLA) 2024 [paper]
- Kaushik, R., Oltramari, A., Shyalika, C., Zi, Y., Narayan, V., Sheth, A. Causal Event Graph-Guided Language-based Spatiotemporal Question Answering. AAAI-Make 2024. [paper]
- Shyalika, C., & Silva, T. Reinforcement learning based an integrated approach for uncertainty scheduling in adaptive environments using MARL. In 2021 6th International Conference on Inventive Computation Technologies (ICICT) (pp. 1204-1211). IEEE. [paper]
- Shiranthika, C., Premakumara, N., Chiu, H. L., Samani, H., Shyalika, C., & Yang, C. Y. (2020, December). Human Activity Recognition Using CNN & LSTM. In 2020 5th International Conference on Information Technology Research (ICITR) (pp. 1-6). IEEE. [paper]
- Shiranthika, C., Premakumara, N., Shyalika, C., Bandara, S., Sumathipala, S. and Yang, C., 2019. An Advanced Vehicle Warning System to Prevent Road Accidents. In: 16th International Conference on Automation Technology 2019. Taipei, Taiwan.
- Shyalika, C., & Kumara, P. P. N. V. (2022, March). Morphological Analysis and Diagnosis of Human Leukemic Cells Using Image Processing: A Review. In 2022 2nd International Conference on Computer, Control and Robotics (ICCCR) (pp. 251-257). IEEE. [paper]
- Premakumara, N., Shiranthika, C., Shyalika, C., & Bandara, S. (2022, March). Optimized Text Summarization method based on Fuzzy Logic. In 2022 2nd International Conference on Image Processing and Robotics (ICIPRob) (pp. 1-6). IEEE.[paper] [paper]
- Shyalika, C., Kumara, P. P. N. V., & Kottahachchi, D. (2017). An Image Processing Application for Diagnosing Acute Lymphoblastic Leukemia (ALL). In 10th International Research Conference(KDU IRC), General Sir John Kotelawela Defence University, Ratmalana, Sri Lanka. [paper]
- Shayalika, C., Arambawela, N. C. D., Wickramarathne, S. H. Y. S., Ranasinghe, S. D., & Wedasinghe, N. Transforming Government Processes; through the Utility Management System for Industrial Development Board, Sri Lanka. In 10th International Research Conference(KDU IRC), General Sir John Kotelawela Defence University, Ratmalana, Sri Lanka. [paper]