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Yasas Senarath
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Year
Evaluating semantic feature representations to efficiently detect hate intent on social media
Y Senarath, H Purohit
2020 IEEE 14th International Conference on Semantic Computing (ICSC), 199-202, 2020
242020
Multi-domain aspect extraction using support vector machines
N Jihan, Y Senarath, D Tennekoon, M Wickramarathne, S Ranathunga
Proceedings of the 29th conference on computational linguistics and speech …, 2017
212017
Aspect extraction from customer reviews using convolutional neural networks
N Jihan, Y Senarath, S Ranathunga
2018 18th International Conference on Advances in ICT for Emerging Regions …, 2018
172018
Emergency incident detection from crowdsourced waze data using bayesian information fusion
Y Senarath, S Nannapaneni, H Purohit, A Dubey
2020 IEEE/WIC/ACM International Joint Conference on Web Intelligence and …, 2020
152020
Efficient detection of multilingual hate speech by using interactive attention network with minimal human feedback
F Vitiugin, Y Senarath, H Purohit
Proceedings of the 13th ACM Web Science Conference 2021, 130-138, 2021
112021
ACTSEA: annotated corpus for Tamil & Sinhala emotion analysis
R Jenarthanan, Y Senarath, U Thayasivam
2019 Moratuwa Engineering Research Conference (MERCon), 49-53, 2019
112019
Practitioner-centric approach for early incident detection using crowdsourced data for emergency services
Y Senarath, A Mukhopadhyay, SM Vazirizade, H Purohit, S Nannapaneni, ...
2021 IEEE International Conference on Data Mining (ICDM), 1318-1323, 2021
102021
DataSEARCH at IEST 2018: multiple word embedding based models for implicit emotion classification of tweets with deep learning
Y Senarath, U Thayasivam
Proceedings of the 9th Workshop on Computational Approaches to Subjectivity …, 2018
72018
Mining risk behaviors from social media for pandemic crisis preparedness and response
Y Senarath, S Peterson, H Purohit, AL Hughes, KK Stephens
International conference on social computing, behavioral-cultural modeling …, 2021
62021
A hybrid approach for aspect extraction from customer reviews
Y Senarath, N Jihan, S Ranathunga
The International Journal on Advances in ICT for Emerging Regions 12 (1), 2019
42019
Citizen-Helper System for Human-Centered AI Use in Disaster Management
Y Senarath, R Pandey, S Peterson, H Purohit
International Handbook of Disaster Research, 477-497, 2023
32023
Towards a Design of Resilience Data Repository for Community Resilience.
HL Nguyen, Y Senarath, H Purohit, R Akerkar
ISCRAM, 271-281, 2021
22021
Closing the Knowledge Gap in Designing Data Annotation Interfaces for AI-powered Disaster Management Analytic Systems
Z Ara, H Salemi, SR Hong, Y Senarath, S Peterson, AL Hughes, H Purohit
Proceedings of the 29th International Conference on Intelligent User …, 2024
12024
PROBER: A System for Real-time Propaganda Behavior Analytics on Social Media and Web Data Streams
Y Senarath, A Anastasopoulos, T Thornton, H Purohit
2022 IEEE International Conference on Big Data (Big Data), 4812-4815, 2022
12022
Evaluating the relevance of umls knowledge base for public health informatics during disasters
Y Senarath, J Chan, H Purohit, O Uzuner
ISCRAM 2021 Conference Proceedings–18th International Conference on …, 2021
12021
Exploring Deep Neural Networks and Transfer Learning for Analyzing Emotions in Tweets
Y Senarath, U Thayasivam
arXiv preprint arXiv:2012.06025, 2020
12020
Evaluating the relevance of UMLS concepts for public health informatics during disasters using MetaMap
Y Senarath, J Chan, H Purohit, O Uzuner
12020
Designing a Human-centered AI Tool for Proactive Incident Detection Using Crowdsourced Data Sources to Support Emergency Response
Y Senarath, A Mukhopadhyay, H Purohit, A Dubey
Digital Government: Research and Practice 5 (1), 1-19, 2024
2024
Violence-Inducing Behavior Prevention in Social-Cyber Space
Y Senarath, H Purohit, R Akerkar
International Symposium on AI, Data and Digitalization, 151-159, 2023
2023
A Comparative Study of Pre-trained Language Models to Filter Informative Code-mixed Data on Social Media during Disasters
H Salemi, Y Senarath, H Purohit
International Conference on Information Systems for Crisis Response and …, 2023
2023
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Articles 1–20