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ORCIDRashmika Nawaratne
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2020 – today
- 2024
[c5]Prasad Hettiarachchi
, Isuru Senadheera, Rashmika Nawaratne, Brendon Haslam, Damminda Alahakoon, Leeanne Carey:
Capturing Real-Time Behavior of Post Stroke Survivors using Mobile Technologies. HSI 2024: 1-8- 2023
- [j13]Damminda Alahakoon, Rashmika Nawaratne, Yan Xu, Daswin De Silva, Uthayasankar Sivarajah, Bhumika Gupta:
Self-Building Artificial Intelligence and Machine Learning to Empower Big Data Analytics in Smart Cities. Inf. Syst. Frontiers 25(1): 221-240 (2023) - [j12]Byron M. Perrin, Dimitri Diacogiorgis, Courtney Sullivan, James Gerrard, Isabelle Skinner, Timothy C. Skinner, Rashmika Nawaratne, Damminda Alahakoon, Michael Kingsley:
Habitual Physical Activity of People with or at Risk of Diabetes-Related Foot Complications. Sensors 23(13): 5822 (2023) - 2022
- [j11]Harsha Moraliyage, Vidura Sumanasena, Daswin De Silva, Rashmika Nawaratne, Lina Sun, Damminda Alahakoon:
Multimodal Classification of Onion Services for Proactive Cyber Threat Intelligence Using Explainable Deep Learning. IEEE Access 10: 56044-56056 (2022) - [j10]Sadil Chamishka, Ishara Madhavi, Rashmika Nawaratne, Damminda Alahakoon, Daswin De Silva, Naveen K. Chilamkurti, Vishaka Nanayakkara:
A voice-based real-time emotion detection technique using recurrent neural network empowered feature modelling. Multim. Tools Appl. 81(24): 35173-35194 (2022) - [c4]Daswin De Silva, Rashmika Nawaratne, Jacek Ruminski, Aleksander Malinowski, Milos Manic:
Human System Interaction in Review: Advancing the Artificial Intelligence Transformation. HSI 2022: 1-5 - 2021
- [j9]Vivek Christopher, Tharmasanthiran Aathman, Kayathiri Mahendrakumaran, Rashmika Nawaratne, Daswin De Silva, Vishaka Nanayakkara, Damminda Alahakoon:
Minority Resampling Boosted Unsupervised Learning With Hyperdimensional Computing for Threat Detection at the Edge of Internet of Things. IEEE Access 9: 126646-126657 (2021) - [j8]Pawara Gunawardena, Oshada Amila, Heshan Sudarshana, Rashmika Nawaratne, Ashish Kr. Luhach, Damminda Alahakoon, Amal Shehan Perera, Charith Chitraranjan, Naveen K. Chilamkurti, Daswin De Silva:
Real-time automated video highlight generation with dual-stream hierarchical growing self-organizing maps. J. Real Time Image Process. 18(5): 1457-1475 (2021) - [j7]Rashmika Nawaratne, Sachin Kahawala, Su Nguyen, Daswin De Silva:
A Generative Latent Space Approach for Real-Time Road Surveillance in Smart Cities. IEEE Trans. Ind. Informatics 17(7): 4872-4881 (2021) - 2020
- [j6]Rashmika Nawaratne, Achini Adikari, Damminda Alahakoon, Daswin De Silva, Naveen K. Chilamkurti:
Recurrent Self-Structuring Machine Learning for Video Processing using Multi-Stream Hierarchical Growing Self-Organizing Maps. Multim. Tools Appl. 79(23-24): 16299-16317 (2020) - [j5]Tharindu R. Bandaragoda, Achini Adikari, Rashmika Nawaratne, Dinithi Nallaperuma, Ashish Kumar Luhach, Thimal Kempitiya, Su Nguyen, Damminda Alahakoon, Daswin De Silva, Naveen K. Chilamkurti:
Artificial intelligence based commuter behaviour profiling framework using Internet of things for real-time decision-making. Neural Comput. Appl. 32(20): 16057-16071 (2020) - [j4]Rashmika Nawaratne, Damminda Alahakoon, Daswin De Silva, Xinghuo Yu:
Spatiotemporal Anomaly Detection Using Deep Learning for Real-Time Video Surveillance. IEEE Trans. Ind. Informatics 16(1): 393-402 (2020) - [j3]Rashmika Nawaratne, Damminda Alahakoon, Daswin De Silva, Harsha Kumara, Xinghuo Yu:
Hierarchical Two-Stream Growing Self-Organizing Maps With Transience for Human Activity Recognition. IEEE Trans. Ind. Informatics 16(12): 7756-7764 (2020) - [c3]Ishara Madhavi, Sadil Chamishka, Rashmika Nawaratne, Vishaka Nanayakkara, Damminda Alahakoon, Daswin De Silva:
A Deep Learning Approach for Work Related Stress Detection from Audio Streams in Cyber Physical Environments. ETFA 2020: 929-936
2010 – 2019
- 2019
- [j2]Dinithi Nallaperuma, Rashmika Nawaratne, Tharindu R. Bandaragoda, Achini Adikari, Su Nguyen, Thimal Kempitiya, Daswin De Silva, Damminda Alahakoon, Dakshan Pothuhera:
Online Incremental Machine Learning Platform for Big Data-Driven Smart Traffic Management. IEEE Trans. Intell. Transp. Syst. 20(12): 4679-4690 (2019) - [c2]Rashmika Nawaratne, Damminda Alahakoon, Daswin De Silva, Xinghuo Yu:
HT-GSOM: Dynamic Self-organizing Map with Transience for Human Activity Recognition. INDIN 2019: 270-273 - [i2]Prabod Rathnayaka, Supun Abeysinghe, Chamod Samarajeewa, Isura Manchanayake, Malaka J. Walpola, Rashmika Nawaratne, Tharindu R. Bandaragoda, Damminda Alahakoon:
Gated Recurrent Neural Network Approach for Multilabel Emotion Detection in Microblogs. CoRR abs/1907.07653 (2019) - 2018
- [j1]Rashmika Nawaratne, Damminda Alahakoon, Daswin De Silva, Prem Chhetri, Naveen K. Chilamkurti:
Self-evolving intelligent algorithms for facilitating data interoperability in IoT environments. Future Gener. Comput. Syst. 86: 421-432 (2018) - [i1]Supun Abeysinghe, Isura Manchanayake, Chamod Samarajeewa, Prabod Rathnayaka, Malaka J. Walpola, Rashmika Nawaratne, Tharindu R. Bandaragoda, Damminda Alahakoon:
Enhancing Decision Making Capacity in Tourism Domain Using Social Media Analytics. CoRR abs/1812.08330 (2018) - 2017
- [c1]Rashmika Nawaratne, Tharindu R. Bandaragoda, Achini Adikari, Damminda Alahakoon, Daswin De Silva, Xinghuo Yu:
Incremental knowledge acquisition and self-learning for autonomous video surveillance. IECON 2017: 4790-4795
Coauthor Index
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