Iterative Solution of Algebraic Riccati Equations for Damped Systems. - Kirsten Morris 001; Carmeliza Navasca (CDC, 2006)

Swamp reducing technique for tensor decomposition. - Carmeliza Navasca; Lieven De Lathauwer; Stefan Kindermann 001 (EUSIPCO, 2008)

Low multilinear rank tensor approximation via semidefinite programming. - Carmeliza Navasca; Lieven De Lathauwer (EUSIPCO, 2009)

Approximation of low rank solutions for linear quadratic control of partial differential equations. - Kirsten Morris 001; Carmeliza Navasca (Comput. Optim. Appl., 2010)

Tensors as module homomorphisms over group rings - Carmeliza Navasca; Michael Opperman; Timothy Penderghest; Christino Tamon (CoRR, 2010)

Randomized tensor-based algorithm for image classification. - Ryan Sigurdson; Carmeliza Navasca (ACSCC, 2012)

Solving Multilinear Systems via Tensor Inversion. - Michael J. Brazell; Na Li; Carmeliza Navasca; Christino Tamon (SIAM J. Matrix Anal. Appl., 2013)

Tensor restricted isometry property for multilinear sparse system of genomic interactions. - Alexandra Fry; Carmeliza Navasca (ACSSC, 2014)

News Algorithms for tensor decomposition based on a reduced functional. - Stefan Kindermann 001; Carmeliza Navasca (Numer. Linear Algebra Appl., 2014)

Random Projections for Low Multilinear Rank Tensors. - Carmeliza Navasca; Deonnia N. Pompey (Visualization and Processing of Higher Order Descriptors for Multi-Valued Data, 2015)

Adaptive Low Rank Approximation for Tensors. - Xiaofei Wang; Carmeliza Navasca (ICCV Workshops, 2015)

Tensor Completion via the CP Decomposition. - Fatoumata Sanogo; Carmeliza Navasca (ACSSC, 2018)

Low-rank approximation of tensors via sparse optimization. - Xiaofei Wang; Carmeliza Navasca (Numer. Linear Algebra Appl., 2018)

Accurate Tensor Decomposition with Simultaneous Rank Approximation for Surveillance Videos. - Ramin Goudarzi Karim; Guimu Guo; Da Yan 001; Carmeliza Navasca (ACSSC, 2020)

Tensor Deblurring and Denoising Using Total Variation. - Fatoumata Sanogo; Carmeliza Navasca; Stefan Kindermann 001 (CoRR, 2021)

Covid-19 Analysis Using Tensor Methods. - Dipak Dulal; Ramin Goudarzi Karim; Carmeliza Navasca (CoRR, 2022)

Low-CP-Rank Tensor Completion via Practical Regularization. - Jiahua Jiang; Fatoumata Sanogo; Carmeliza Navasca (J. Sci. Comput., 2022)

A Modified Levenberg-Marquardt Algorithm For Tensor CP Decomposition in Image Compression. - Ramin Goudarzi Karim; Dipak Dulal; Carmeliza Navasca (DCC, 2024)

Leveraging Advanced Machine Learning to Predict Turbulence Dynamics from Temperature Observations at an Experimental Prescribed Fire. - Dipak Dulal; Joseph J. Charney; Michael R. Gallagher; Pitambar Acharya; Carmeliza Navasca; Nicholas S. Skowronski (CoRR, 2025)