Battery integrated solar photovoltaic energy management system for micro-grid. - Kannan Thirugnanam; See Gim Kerk; Chau Yuen; Balasubramaniam Thirunavukarasu (ISGT Asia, 2015)

Extracting point of interest and classifying environment for low sampling crowd sensing smartphone sensor data. - Billy Pik Lik Lau; Marakkalage Sumudu Hasala; Sanjana Kadaba Viswanath; Balasubramaniam Thirunavukarasu; Chau Yuen; Belinda Yuen; Richi Nayak (PerCom Workshops, 2017)

Identifying Points of Interest for Elderly in Singapore through Mobile Crowdsensing. - Marakkalage Sumudu Hasala; Billy Pik Lik Lau; Sanjana Kadaba Viswanath; Balasubramaniam Thirunavukarasu; Chau Yuen; Belinda Yuen; Richi Nayak (SMARTGREENS, 2017)

Understanding Urban Spatio-Temporal Usage Patterns Using Matrix Tensor Factorization. - Balasubramaniam Thirunavukarasu; Richi Nayak; Chau Yuen (ICDM Workshops, 2018)

Nonnegative Coupled Matrix Tensor Factorization for Smart City Spatiotemporal Pattern Mining. - Balasubramaniam Thirunavukarasu; Richi Nayak; Chau Yuen (LOD, 2018)

A Novel Technique of Using Coupled Matrix and Greedy Coordinate Descent for Multi-view Data Representation. - Khanh Luong; Balasubramaniam Thirunavukarasu; Richi Nayak (WISE (2), 2018)

Sparsity Constraint Nonnegative Tensor Factorization for Mobility Pattern Mining. - Balasubramaniam Thirunavukarasu; Richi Nayak; Chau Yuen (PRICAI (2), 2019)

Transfer Learning via Feature Selection Based Nonnegative Matrix Factorization. - Balasubramaniam Thirunavukarasu; Richi Nayak; Chau Yuen (WISE, 2019)

Fine-grained Type Inference in Knowledge Graphs via Probabilistic and Tensor Factorization Methods. - A. B. M. Moniruzzaman; Richi Nayak; Maolin Tang; Balasubramaniam Thirunavukarasu (WWW, 2019)

Understanding the Lifestyle of Older Population: Mobile Crowdsensing Approach. - Marakkalage Sumudu Hasala; Serhad Sarica; Billy Pik Lik Lau; Sanjana Kadaba Viswanath; Balasubramaniam Thirunavukarasu; Chau Yuen; Belinda Yuen; Jianxi Luo; Richi Nayak (IEEE Trans. Comput. Soc. Syst., 2019)

Understanding the Spatio-temporal Topic Dynamics of Covid-19 using Nonnegative Tensor Factorization: A Case Study. - Thirunavukarasu Balasubramaniam; Richi Nayak; Md. Abul Bashar (SSCI, 2020)

Columnwise Element Selection for Computationally Efficient Nonnegative Coupled Matrix Tensor Factorization. - Balasubramaniam Thirunavukarasu; Richi Nayak; Chau Yuen (CoRR, 2020)

Topic, Sentiment and Impact Analysis: COVID19 Information Seeking on Social Media. - Md. Abul Bashar; Richi Nayak; Thirunavukarasu Balasubramaniam (CoRR, 2020)

Efficient Nonnegative Tensor Factorization via Saturating Coordinate Descent. - Balasubramaniam Thirunavukarasu; Richi Nayak; Chau Yuen (ACM Trans. Knowl. Discov. Data, 2020)

Nonnegative Matrix Factorization to Understand Spatio-Temporal Traffic Pattern Variations During COVID-19: A Case Study. - Anandkumar Balasubramaniam; Thirunavukarasu Balasubramaniam; Rathinaraja Jeyaraj; Anand Paul 001; Richi Nayak (AusDM, 2021)

A Semi-automatic Data Extraction System for Heterogeneous Data Sources: a Case Study from Cotton Industry. - Richi Nayak; Thirunavukarasu Balasubramaniam; Sangeetha Kutty; Sachindra Banduthilaka; Erin E. Peterson (AusDM, 2021)

Investigation of Topic Modelling Methods for Understanding the Reports of the Mining Projects in Queensland. - Yasuko Okamoto; Thirunavukarasu Balasubramaniam; Richi Nayak (AusDM, 2021)

NOCOL - Nonnegative Orthogonal Constraint Outlier Learning. - Thirunavukarasu Balasubramaniam; Wathsala Anupama Mohotti; Richi Nayak; Chau Yuen (WISE (2), 2021)

Identifying Covid-19 misinformation tweets and learning their spatio-temporal topic dynamics using Nonnegative Coupled Matrix Tensor Factorization. - Thirunavukarasu Balasubramaniam; Richi Nayak; Khanh Luong; Md. Abul Bashar (Soc. Netw. Anal. Min., 2021)

Progressive domain adaptation for detecting hate speech on social media with small training set and its application to COVID-19 concerned posts. - Md. Abul Bashar; Richi Nayak; Khanh Luong; Thirunavukarasu Balasubramaniam (Soc. Netw. Anal. Min., 2021)

Column-Wise Element Selection for Computationally Efficient Nonnegative Coupled Matrix Tensor Factorization. - Thirunavukarasu Balasubramaniam; Richi Nayak; Chau Yuen; Yu-Chu Tian (IEEE Trans. Knowl. Data Eng., 2021)

Latent Pattern Identification Using Orthogonal-Constraint Coupled Nonnegative Matrix Factorization. - Anandkumar Balasubramaniam; Thirunavukarasu Balasubramaniam; Anand Paul 001; Richi Nayak (AI, 2022)

Multi-layer manifold learning for deep non-negative matrix factorization-based multi-view clustering. - Khanh Luong; Richi Nayak; Thirunavukarasu Balasubramaniam; Md. Abul Bashar (Pattern Recognit., 2022)

Deep learning based topic and sentiment analysis: COVID19 information seeking on social media. - Md. Abul Bashar; Richi Nayak; Thirunavukarasu Balasubramaniam (Soc. Netw. Anal. Min., 2022)

Explainability of the COVID-19 epidemiological model with nonnegative tensor factorization. - Thirunavukarasu Balasubramaniam; David J. Warne; Richi Nayak; Kerrie L. Mengersen (Int. J. Data Sci. Anal., 2023)

DeepWalk with Reinforcement Learning (DWRL) for node embedding. - Rathinaraja Jeyaraj; Thirunavukarasu Balasubramaniam; Anandkumar Balasubramaniam; Anand Paul 001 (Expert Syst. Appl., 2024)

DCCNMF: Deep Complementary and Consensus Non-negative Matrix Factorization for multi-view clustering. - Sohan Gunawardena; Khanh Luong; Thirunavukarasu Balasubramaniam; Richi Nayak (Knowl. Based Syst., 2024)

Feature engineering on climate data with machine learning to understand time-lagging effects in pasture yield prediction. - Thirunavukarasu Balasubramaniam; Wathsala Anupama Mohotti; Kenneth Sabir; Richi Nayak (Ecol. Informatics, 2025)