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ORCIDBalasubramaniam Thirunavukarasu
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Journal Articles
- 2024
[j10]Rathinaraja Jeyaraj
, Thirunavukarasu Balasubramaniam, Anandkumar Balasubramaniam, Anand Paul:
DeepWalk with Reinforcement Learning (DWRL) for node embedding. Expert Syst. Appl. 243: 122819 (2024)- [j9]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: 111330 (2024) - 2023
- [j8]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): 267-280 (2023) - 2022
- [j7]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: 108815 (2022) - [j6]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): 90 (2022) - 2021
- [j5]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): 57 (2021) - [j4]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): 69 (2021) - [j3]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): 3173-3186 (2021) - 2020
- [j2]Balasubramaniam Thirunavukarasu, Richi Nayak, Chau Yuen:
Efficient Nonnegative Tensor Factorization via Saturating Coordinate Descent. ACM Trans. Knowl. Discov. Data 14(4): 40:1-40:28 (2020) - 2019
- [j1]Marakkalage Sumudu Hasala, Serhad Sarica, Billy Pik Lik Lau, Sanjana Kadaba Viswanath, Balasubramaniam Thirunavukarasu, Chau Yuen, Belinda Yuen, Jianxi Luo, Richi Nayak:
Understanding the Lifestyle of Older Population: Mobile Crowdsensing Approach. IEEE Trans. Comput. Soc. Syst. 6(1): 82-95 (2019)
Conference and Workshop Papers
- 2022
- [c15]Anandkumar Balasubramaniam, Thirunavukarasu Balasubramaniam, Anand Paul, Richi Nayak:
Latent Pattern Identification Using Orthogonal-Constraint Coupled Nonnegative Matrix Factorization. AI 2022: 675-689 - 2021
- [c14]Yasuko Okamoto, Thirunavukarasu Balasubramaniam, Richi Nayak:
Investigation of Topic Modelling Methods for Understanding the Reports of the Mining Projects in Queensland. AusDM 2021: 196-208 - [c13]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: 209-222 - [c12]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: 223-234 - [c11]Thirunavukarasu Balasubramaniam, Wathsala Anupama Mohotti, Richi Nayak, Chau Yuen:
NOCOL - Nonnegative Orthogonal Constraint Outlier Learning. WISE (2) 2021: 377-385 - 2020
- [c10]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: 1218-1225 - 2019
- [c9]Balasubramaniam Thirunavukarasu, Richi Nayak, Chau Yuen:
Sparsity Constraint Nonnegative Tensor Factorization for Mobility Pattern Mining. PRICAI (2) 2019: 582-594 - [c8]Balasubramaniam Thirunavukarasu, Richi Nayak, Chau Yuen:
Transfer Learning via Feature Selection Based Nonnegative Matrix Factorization. WISE 2019: 82-97 - [c7]A. B. M. Moniruzzaman, Richi Nayak, Maolin Tang, Balasubramaniam Thirunavukarasu:
Fine-grained Type Inference in Knowledge Graphs via Probabilistic and Tensor Factorization Methods. WWW 2019: 3093-3100 - 2018
- [c6]Balasubramaniam Thirunavukarasu, Richi Nayak, Chau Yuen:
Understanding Urban Spatio-Temporal Usage Patterns Using Matrix Tensor Factorization. ICDM Workshops 2018: 1497-1498 - [c5]Balasubramaniam Thirunavukarasu, Richi Nayak, Chau Yuen:
Nonnegative Coupled Matrix Tensor Factorization for Smart City Spatiotemporal Pattern Mining. LOD 2018: 520-532 - [c4]Khanh Luong, Balasubramaniam Thirunavukarasu, Richi Nayak:
A Novel Technique of Using Coupled Matrix and Greedy Coordinate Descent for Multi-view Data Representation. WISE (2) 2018: 285-300 - 2017
- [c3]Billy Pik Lik Lau, Marakkalage Sumudu Hasala, Sanjana Kadaba Viswanath, Balasubramaniam Thirunavukarasu, Chau Yuen, Belinda Yuen, Richi Nayak:
Extracting point of interest and classifying environment for low sampling crowd sensing smartphone sensor data. PerCom Workshops 2017: 201-206 - [c2]Marakkalage Sumudu Hasala, Billy Pik Lik Lau, Sanjana Kadaba Viswanath, Balasubramaniam Thirunavukarasu, Chau Yuen, Belinda Yuen, Richi Nayak:
Identifying Points of Interest for Elderly in Singapore through Mobile Crowdsensing. SMARTGREENS 2017: 60-66 - 2015
- [c1]Kannan Thirugnanam, See Gim Kerk, Chau Yuen, Balasubramaniam Thirunavukarasu:
Battery integrated solar photovoltaic energy management system for micro-grid. ISGT Asia 2015: 1-7
Informal and Other Publications
- 2021
- [i8]Yasuko Okamoto, Thirunavukarasu Balasubramaniam, Richi Nayak:
Investigation of Topic Modelling Methods for Understanding the Reports of the Mining Projects in Queensland. CoRR abs/2111.03576 (2021) - [i7]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. CoRR abs/2111.03579 (2021) - [i6]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 abs/2111.03592 (2021) - 2020
- [i5]Balasubramaniam Thirunavukarasu, Richi Nayak, Chau Yuen:
Columnwise Element Selection for Computationally Efficient Nonnegative Coupled Matrix Tensor Factorization. CoRR abs/2003.03506 (2020) - [i4]Balasubramaniam Thirunavukarasu, Richi Nayak, Chau Yuen:
Efficient Nonnegative Tensor Factorization via Saturating Coordinate Descent. CoRR abs/2003.03572 (2020) - [i3]Md. Abul Bashar, Richi Nayak, Thirunavukarasu Balasubramaniam:
Topic, Sentiment and Impact Analysis: COVID19 Information Seeking on Social Media. CoRR abs/2008.12435 (2020) - [i2]Thirunavukarasu Balasubramaniam, Richi Nayak, Md. Abul Bashar:
Understanding the Spatio-temporal Topic Dynamics of Covid-19 using Nonnegative Tensor Factorization: A Case Study. CoRR abs/2009.09253 (2020) - 2017
- [i1]Billy Pik Lik Lau, Marakkalage Sumudu Hasala, Sanjana Kadaba Viswanath, Balasubramaniam Thirunavukarasu, Chau Yuen, Belinda Yuen, Richi Nayak:
Extracting Point of Interest and Classifying Environment for Low Sampling Crowd Sensing Smartphone Sensor Data. CoRR abs/1701.03379 (2017)
Coauthor Index
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