2 citations · 2 across the 1 of their papers we have counts for
3 papers
Efficient Nonnegative Tensor Factorization via Saturating Coordinate Descent
Thirunavukarasu Balasubramaniam, Richi Nayak, Chau Yuen
With the advancements in computing technology and web-based applications, data is increasingly generated in multi-dimensional form. This data is usually sparse due to the presence…
Columnwise Element Selection for Computationally Efficient Nonnegative Coupled Matrix Tensor Factorization
Thirunavukarasu Balasubramaniam, Richi Nayak, Chau Yuen
Coupled Matrix Tensor Factorization (CMTF) facilitates the integration and analysis of multiple data sources and helps discover meaningful information. Nonnegative CMTF (N-CMTF) ha…
Extracting Point of Interest and Classifying Environment for Low Sampling Crowd Sensing Smartphone Sensor Data
Billy Pik Lik Lau, Marakkalage Sumudu Hasala, Viswanath Sanjana Kadaba +4
The advancement of smartphones with various type of sensors enabled us to harness diverse information with crowd sensing mobile application. However, traditional approaches have su…