Thirunavukarasu Balasubramaniam

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 19

Top Topics

Heterogeneous Data Sources

Probabilistic Latent Semantic Indexing

Negative Matrix Factorization

Top Venues

Soc. Netw. Anal. Min.

Pattern Recognit.

Publications

Sohan Gunawardena, Khanh Luong, Thirunavukarasu Balasubramaniam, Richi Nayak
DCCNMF: Deep Complementary and Consensus Non-negative Matrix Factorization for multi-view clustering. Knowl. Based Syst. 285 (2024)
Rathinaraja Jeyaraj, Thirunavukarasu Balasubramaniam, Anandkumar Balasubramaniam, Anand Paul
DeepWalk with Reinforcement Learning (DWRL) for node embedding. Expert Syst. Appl. 243 (2024)
Thirunavukarasu Balasubramaniam, David J. Warne, Richi Nayak, Kerrie L. Mengersen
Explainability of the COVID-19 epidemiological model with nonnegative tensor factorization. Int. J. Data Sci. Anal. 15 (3) (2023)
Md. Abul Bashar, Richi Nayak, Thirunavukarasu Balasubramaniam
Deep learning based topic and sentiment analysis: COVID19 information seeking on social media. Soc. Netw. Anal. Min. 12 (1) (2022)
Anandkumar Balasubramaniam, Thirunavukarasu Balasubramaniam, Anand Paul, Richi Nayak
Latent Pattern Identification Using Orthogonal-Constraint Coupled Nonnegative Matrix Factorization. AI (2022)
Khanh Luong, Richi Nayak, Thirunavukarasu Balasubramaniam, Md. Abul Bashar
Multi-layer manifold learning for deep non-negative matrix factorization-based multi-view clustering. Pattern Recognit. 131 (2022)
Thirunavukarasu Balasubramaniam, Wathsala Anupama Mohotti, Richi Nayak, Chau Yuen
NOCOL - Nonnegative Orthogonal Constraint Outlier Learning. WISE (2) (2021)
Anandkumar Balasubramaniam, Thirunavukarasu Balasubramaniam, Rathinaraja Jeyaraj, Anand Paul, Richi Nayak
Nonnegative Matrix Factorization to Understand Spatio-Temporal Traffic Pattern Variations During COVID-19: A Case Study. AusDM (2021)
Anandkumar Balasubramaniam, Thirunavukarasu Balasubramaniam, Rathinaraja Jeyaraj, Anand Paul, Richi Nayak
Nonnegative Matrix Factorization to understand Spatio-Temporal Traffic Pattern Variations during COVID-19: A Case Study. CoRR (2021)
Richi Nayak, Thirunavukarasu Balasubramaniam, Sangeetha Kutty, Sachindra Banduthilaka, Erin Peterson
A Semi-automatic Data Extraction System for Heterogeneous Data Sources: A Case Study from Cotton Industry. CoRR (2021)
Yasuko Okamoto, Thirunavukarasu Balasubramaniam, Richi Nayak
Investigation of Topic Modelling Methods for Understanding the Reports of the Mining Projects in Queensland. CoRR (2021)
Yasuko Okamoto, Thirunavukarasu Balasubramaniam, Richi Nayak
Investigation of Topic Modelling Methods for Understanding the Reports of the Mining Projects in Queensland. AusDM (2021)
Thirunavukarasu Balasubramaniam, Richi Nayak, Chau Yuen, Yu-Chu Tian
Column-Wise Element Selection for Computationally Efficient Nonnegative Coupled Matrix Tensor Factorization. IEEE Trans. Knowl. Data Eng. 33 (9) (2021)
Richi Nayak, Thirunavukarasu Balasubramaniam, Sangeetha Kutty, Sachindra Banduthilaka, Erin E. Peterson
A Semi-automatic Data Extraction System for Heterogeneous Data Sources: a Case Study from Cotton Industry. AusDM (2021)
Thirunavukarasu Balasubramaniam, Richi Nayak, Khanh Luong, Md. Abul Bashar
Identifying Covid-19 misinformation tweets and learning their spatio-temporal topic dynamics using Nonnegative Coupled Matrix Tensor Factorization. Soc. Netw. Anal. Min. 11 (1) (2021)
Md. Abul Bashar, Richi Nayak, Khanh Luong, Thirunavukarasu Balasubramaniam
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. 11 (1) (2021)
Thirunavukarasu Balasubramaniam, Richi Nayak, Md. Abul Bashar
Understanding the Spatio-temporal Topic Dynamics of Covid-19 using Nonnegative Tensor Factorization: A Case Study. SSCI (2020)
Thirunavukarasu Balasubramaniam, Richi Nayak, Md. Abul Bashar
Understanding the Spatio-temporal Topic Dynamics of Covid-19 using Nonnegative Tensor Factorization: A Case Study. CoRR (2020)
Md. Abul Bashar, Richi Nayak, Thirunavukarasu Balasubramaniam
Topic, Sentiment and Impact Analysis: COVID19 Information Seeking on Social Media. CoRR (2020)