3 citations · 3 across the 5 of their papers we have counts for
5 papers
Knowledge-guided Continual Learning for Behavioral Analytics Systems
Yasas Senarath, Hemant Purohit
User behavior on online platforms is evolving, reflecting real-world changes in how people post, whether it's helpful messages or hate speech. Models that learn to capture this con…
Closing the Knowledge Gap in Designing Data Annotation Interfaces for AI-powered Disaster Management Analytic Systems
Zinat Ara, Hossein Salemi, Sungsoo Ray Hong +4
Data annotation interfaces predominantly leverage ground truth labels to guide annotators toward accurate responses. With the growing adoption of Artificial Intelligence (AI) in do…
Practitioner-Centric Approach for Early Incident Detection Using Crowdsourced Data for Emergency Services
Yasas Senarath, Ayan Mukhopadhyay, Sayyed Mohsen Vazirizade +3
Emergency response is highly dependent on the time of incident reporting. Unfortunately, the traditional approach to receiving incident reports (e.g., calling 911 in the USA) has t…
Exploring Deep Neural Networks and Transfer Learning for Analyzing Emotions in Tweets
Yasas Senarath, Uthayasanker Thayasivam
In this paper, we present an experiment on using deep learning and transfer learning techniques for emotion analysis in tweets and suggest a method to interpret our deep learning m…
Emergency Incident Detection from Crowdsourced Waze Data using Bayesian Information Fusion
Yasas Senarath, Saideep Nannapaneni, Hemant Purohit +1
The number of emergencies have increased over the years with the growth in urbanization. This pattern has overwhelmed the emergency services with limited resources and demands the…