Thirunavukarasu Balasubramaniam

22 papers Misc 6Journal 14Unranked 2
YearRankTypeTitle / Venue / Authors
2026 Misc ed.
Data Science and Machine Learning - 22nd Australasian Conference, AusDM 2024, Melbourne, VIC, Australia, November 25-27, 2024, Proceedings
AusDM
Thirunavukarasu Balasubramaniam, Kewen Liao, Varvara Vetrova, Diana Benavides-Prado, Yee Ling Boo, Yanchang Zhao
2025 J jnl
Feature engineering on climate data with machine learning to understand time-lagging effects in pasture yield prediction.
Ecol. Informatics
Thirunavukarasu Balasubramaniam, Wathsala Anupama Mohotti, Kenneth Sabir, Richi Nayak
2025 Misc conf
Temporal Fusion of Biophysical and Climate Data: A Data-Driven Hybrid Learning Approach for Short-Term Aboveground Biomass Forecasting.
AusDM
Han Xu, Thirunavukarasu Balasubramaniam, Richi Nayak
2024 J jnl
DCCNMF: Deep Complementary and Consensus Non-negative Matrix Factorization for multi-view clustering.
Knowl. Based Syst.
Sohan Gunawardena, Khanh Luong, Thirunavukarasu Balasubramaniam, Richi Nayak
2024 J jnl
DeepWalk with Reinforcement Learning (DWRL) for node embedding.
Expert Syst. Appl.
Rathinaraja Jeyaraj, Thirunavukarasu Balasubramaniam, Anandkumar Balasubramaniam, Anand Paul
2023 J jnl
Explainability of the COVID-19 epidemiological model with nonnegative tensor factorization.
Int. J. Data Sci. Anal.
Thirunavukarasu Balasubramaniam, David J. Warne, Richi Nayak, Kerrie L. Mengersen
2022 J jnl
Deep learning based topic and sentiment analysis: COVID19 information seeking on social media.
Soc. Netw. Anal. Min.
Md. Abul Bashar, Richi Nayak, Thirunavukarasu Balasubramaniam
2022 Misc conf
Latent Pattern Identification Using Orthogonal-Constraint Coupled Nonnegative Matrix Factorization.
AI
Anandkumar Balasubramaniam, Thirunavukarasu Balasubramaniam, Anand Paul, Richi Nayak
2022 J jnl
Multi-layer manifold learning for deep non-negative matrix factorization-based multi-view clustering.
Pattern Recognit.
Khanh Luong, Richi Nayak, Thirunavukarasu Balasubramaniam, Md. Abul Bashar
2021 J jnl
A Semi-automatic Data Extraction System for Heterogeneous Data Sources: A Case Study from Cotton Industry.
CoRR
Richi Nayak, Thirunavukarasu Balasubramaniam, Sangeetha Kutty, Sachindra Banduthilaka, Erin E. Peterson
2021 Misc conf
A Semi-automatic Data Extraction System for Heterogeneous Data Sources: a Case Study from Cotton Industry.
AusDM
Richi Nayak, Thirunavukarasu Balasubramaniam, Sangeetha Kutty, Sachindra Banduthilaka, Erin E. Peterson
2021 J jnl
Column-Wise Element Selection for Computationally Efficient Nonnegative Coupled Matrix Tensor Factorization.
IEEE Trans. Knowl. Data Eng.
Thirunavukarasu Balasubramaniam, Richi Nayak, Chau Yuen, Yu-Chu Tian
2021 J jnl
Identifying Covid-19 misinformation tweets and learning their spatio-temporal topic dynamics using Nonnegative Coupled Matrix Tensor Factorization.
Soc. Netw. Anal. Min.
Thirunavukarasu Balasubramaniam, Richi Nayak, Khanh Luong, Md. Abul Bashar
2021 Misc conf
Investigation of Topic Modelling Methods for Understanding the Reports of the Mining Projects in Queensland.
AusDM
Yasuko Okamoto, Thirunavukarasu Balasubramaniam, Richi Nayak
2021 J jnl
Investigation of Topic Modelling Methods for Understanding the Reports of the Mining Projects in Queensland.
CoRR
Yasuko Okamoto, Thirunavukarasu Balasubramaniam, Richi Nayak
2021 — conf
NOCOL - Nonnegative Orthogonal Constraint Outlier Learning.
WISE (2)
Thirunavukarasu Balasubramaniam, Wathsala Anupama Mohotti, Richi Nayak, Chau Yuen
2021 Misc conf
Nonnegative Matrix Factorization to Understand Spatio-Temporal Traffic Pattern Variations During COVID-19: A Case Study.
AusDM
Anandkumar Balasubramaniam, Thirunavukarasu Balasubramaniam, Rathinaraja Jeyaraj, Anand Paul, Richi Nayak
2021 J jnl
Nonnegative Matrix Factorization to understand Spatio-Temporal Traffic Pattern Variations during COVID-19: A Case Study.
CoRR
Anandkumar Balasubramaniam, Thirunavukarasu Balasubramaniam, Rathinaraja Jeyaraj, Anand Paul, Richi Nayak
2021 J jnl
Progressive domain adaptation for detecting hate speech on social media with small training set and its application to COVID-19 concerned posts.
Soc. Netw. Anal. Min.
Md. Abul Bashar, Richi Nayak, Khanh Luong, Thirunavukarasu Balasubramaniam
2020 J jnl
Topic, Sentiment and Impact Analysis: COVID19 Information Seeking on Social Media.
CoRR
Md. Abul Bashar, Richi Nayak, Thirunavukarasu Balasubramaniam
2020 — conf
Understanding the Spatio-temporal Topic Dynamics of Covid-19 using Nonnegative Tensor Factorization: A Case Study.
SSCI
Thirunavukarasu Balasubramaniam, Richi Nayak, Md. Abul Bashar
2020 J jnl
Understanding the Spatio-temporal Topic Dynamics of Covid-19 using Nonnegative Tensor Factorization: A Case Study.
CoRR
Thirunavukarasu Balasubramaniam, Richi Nayak, Md. Abul Bashar