Menasha Thilakaratne

According to our database, Menasha Thilakaratne authored at least 16 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Smart Buildings Energy Consumption Forecasting using Adaptive Evolutionary Ensemble Learning Models.

Mehdi Neshat, Menasha Thilakaratne, Mohammed El-Abd, Seyedali Mirjalili, Amir H. Gandomi, John Boland

CoRR, June, 2025

Exploring the Role of Mental Health Conversational Agents in Training Medical Students and Professionals: A Systematic Literature Review.

Thushari Atapattu, Menasha Thilakaratne, Duc Nhan Do, Mahen Herath, Katrina E. Falkner

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

LT4SG@SMM4H24: Tweets Classification for Digital Epidemiology of Childhood Health Outcomes Using Pre-Trained Language Models.

Dasun Athukoralage, Thushari Atapattu, Menasha Thilakaratne, Katrina Falkner

CoRR, 2024

Advancing Community Directories: Leveraging LLMs for Automated Extraction in MARC Standard Venue Availability Notes.

Mostafa Didar Mahdi, Thushari Atapattu, Menasha Thilakaratne

Proceedings of the 22nd Annual Workshop of the Australasian Language Technology Association, 2024

2023

Hybrid Inception Architecture with Residual Connection: Fine-tuned Inception-ResNet Deep Learning Model for Lung Inflammation Diagnosis from Chest Radiographs.

Mehdi Neshat, Muktar Ahmed, Hossein Askari, Menasha Thilakaratne, Seyedali Mirjalili

Proceedings of the International Conference on Machine Learning and Data Engineering, 2023

2022

EmoMent: An Emotion Annotated Mental Health Corpus from Two South Asian Countries.

Thushari Atapattu, Mahen Herath, Charitha Elvitigala, Piyanjali de Zoysa, Kasun Gunawardana, Menasha Thilakaratne, Kasun De Zoysa, Katrina Falkner

Proceedings of the 29th International Conference on Computational Linguistics, 2022

2020

What Do Linguistic Expressions Tell Us about Learners' Confusion? A Domain-Independent Analysis in MOOCs.

Thushari Atapattu, Katrina Falkner, Menasha Thilakaratne, Lavendini Sivaneasharajah, Rangana Jayashanka

IEEE Trans. Learn. Technol., 2020

A Systematic Review on Literature-based Discovery: General Overview, Methodology, & Statistical Analysis.

Menasha Thilakaratne, Katrina Falkner, Thushari Atapattu

ACM Comput. Surv., 2020

Connecting the Dots: Hypotheses Generation by Leveraging Semantic Shifts.

Menasha Thilakaratne, Katrina Falkner, Thushari Atapattu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020

Garbage In, Garbage Out? An Empirical Look at Information Richness of LBD Input Types.

Menasha Thilakaratne, Katrina Falkner, Thushari Atapattu

Proceedings of the JCDL '20: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, 2020

Information Extraction in Digital Libraries: First Steps towards Portability of LBD Workflow.

Menasha Thilakaratne, Katrina Falkner, Thushari Atapattu

Proceedings of the JCDL '20: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, 2020

2019

A systematic review on literature-based discovery workflow.

Menasha Thilakaratne, Katrina Falkner, Thushari Atapattu

PeerJ Comput. Sci., 2019

An Identification of Learners' Confusion through Language and Discourse Analysis.

Thushari Atapattu, Katrina Falkner, Menasha Thilakaratne, Lavendini Sivaneasharajah, Rangana Jayashanka

CoRR, 2019

Detecting cognitive engagement using word embeddings within an online teacher professional development community.

Thushari Atapattu, Menasha Thilakaratne, Rebecca Vivian, Katrina Falkner

Comput. Educ., 2019

2018

Automatic Detection of Cross-Disciplinary Knowledge Associations.

Menasha Thilakaratne, Katrina Falkner, Thushari Atapattu

Proceedings of ACL 2018, Melbourne, Australia, July 15-20, 2018, Student Research Workshop, 2018

2016

Knowledge-Driven Approach to Predict Personality Traits by Leveraging Social Media Data.

Menasha Thilakaratne, Ruvan Weerasinghe, Sujan Perera

Proceedings of the 2016 IEEE/WIC/ACM International Conference on Web Intelligence, 2016