Balasubramaniam Thirunavukarasu

Publication Activity (10 Years)

Years Active: 2015-2020
Publications (10 Years): 13

Top Topics

Factorization Method

Data Representation

Energy Management

Tensor Factorization

Top Venues

Publications

Balasubramaniam Thirunavukarasu, Richi Nayak, Chau Yuen
Efficient Nonnegative Tensor Factorization via Saturating Coordinate Descent. ACM Trans. Knowl. Discov. Data 14 (4) (2020)
Balasubramaniam Thirunavukarasu, Richi Nayak, Chau Yuen
Columnwise Element Selection for Computationally Efficient Nonnegative Coupled Matrix Tensor Factorization. CoRR (2020)
Balasubramaniam Thirunavukarasu, Richi Nayak, Chau Yuen
Efficient Nonnegative Tensor Factorization via Saturating Coordinate Descent. CoRR (2020)
Balasubramaniam Thirunavukarasu, Richi Nayak, Chau Yuen
Sparsity Constraint Nonnegative Tensor Factorization for Mobility Pattern Mining. PRICAI (2) (2019)
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) (2019)
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)
Balasubramaniam Thirunavukarasu, Richi Nayak, Chau Yuen
Transfer Learning via Feature Selection Based Nonnegative Matrix Factorization. WISE (2019)
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)
Balasubramaniam Thirunavukarasu, Richi Nayak, Chau Yuen
Nonnegative Coupled Matrix Tensor Factorization for Smart City Spatiotemporal Pattern Mining. LOD (2018)
Balasubramaniam Thirunavukarasu, Richi Nayak, Chau Yuen
Understanding Urban Spatio-Temporal Usage Patterns Using Matrix Tensor Factorization. ICDM Workshops (2018)
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)
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 (2017)
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)
Kannan Thirugnanam, See Gim Kerk, Chau Yuen, Balasubramaniam Thirunavukarasu
Battery integrated solar photovoltaic energy management system for micro-grid. ISGT Asia (2015)