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Author

Nipuna Senanayake

Observed name: Senanayake, Nipuna
ORCID: 0009-0002-8651-3052
Observed ORCIDs: 0009-0002-8651-3052, 0000-0003-0233-4461
OpenAlex ID: A5060672532
Predicting CircRNA disease associations using novel node classification and link prediction models on Graph Convolutional Networks
2021 · Thosini Bamunu Mudiyanselage, Xiujuan Lei, et al. · Methods · 35
NeuroCrypt: Machine Learning Over Encrypted Distributed Neuroimaging Data
2021 · Nipuna Senanayake, Robert Podschwadt, et al. · Neuroinformatics · 10
Graph Convolution Networks Using Message Passing and Multi-Source Similarity Features for Predicting circRNA-Disease Association
2020 · Thosini Bamunu Mudiyanselage, Xiujuan Lei, et al. · IEEE International Conference on Bioinformatics and Biomedicine (BIBM) · 10
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A Machine Learning-Based Job Forecasting And Trend Analysis System To Predict Future Job Markets Using Historical Data
2023 · Sharanaja Senthurvelautham, Nipuna Senanayake · IEEE International Conference for Convergence in Technology (I2CT) · 9
Covid-19 Detection from Chest X-ray and Patient Metadata using Graph Convolutional Neural Networks
2021 · Mudiyanselage, Thosini Bamunu, Senanayake, Nipuna, et al. · arXiv (Cornell University) · 7
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Machine learning techniques for marine heatwave prediction: a comprehensive review
2025 · Suvini Welandawe, Y. H. P. P. Priyadarshana, et al. · Intelligent Marine Technology and Systems · 6
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Advancements in Natural Language Processing for Automatic Text Summarization
2024 · Nevidu Jayatilleke, Ruvan Weerasinghe, et al. · International Conference on Computer Systems (ICCS) · 5
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Monocular Depth Estimation: A Review on Hybrid Architectures, Transformers and Addressing Adverse Weather Conditions
2025 · Lakindu Kumara, Nipuna Senanayake, et al. · Applied Computer Systems · 2
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A Survey on Graph Neural Networks for Fraud Detection in Ride Hailing Platforms
2024 · Kanishka Hewageegana, Janani Harischandra, et al. · International Conference on Artificial Intelligence and Big Data (ICAIBD) · 2
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A comprehensive review of attention-based multimodal deep learning techniques for lung cancer diagnosis
2026 · Rumeth Payagalage, Nipuna Senanayake, et al. · Discover Artificial Intelligence
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ERF-SRGAN - Efficient Receptive Field Super Resolution GAN
2026 · Achira Uddeepana, Nipuna Senanayake · IEEE International Conference on Signal and Image Processing Applications (ICSIPA)
Efficient Hierarchical Federated Learning with Dynamic Cluster Formation for IoT Wearable Analytics
2026 · Nipuna Senanayake, Barbara Villarini, et al. · International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT)
From Minimax to Self-Play: A Taxonomy of Decision Quality, Optimality, and Robustness in Game-Playing Search
2026 · Vinuka Silva, Nipuna Senanayake · Preprints.org
Monocular Depth Estimation for Autonomous Driving: A Survey on Deep Learning Methods, Multi-Task Learning and Robustness in Real-World Conditions
2026 · Lakshan Cooray, Nipuna Senanayake, et al.
A Review of Multi-Agent Coordination Strategies for Multi-Role UAV Swarms in Search and Rescue
2026 · Pramuditha Vithanaarachchi, Janith Prabhanuka, et al. · IEEE Access
Text Summarization in the Age of Transformers: A Review of Techniques and Applications
2025 · Pooja Illangarathne, Nipuna Senanayake, et al. · International Conference on Artificial Intelligence and Big Data (ICAIBD)
Works count: 16
Citation count: 86
H-index: 6
I10-index: 3
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