Thu Nguyen

V. Hua, T. Nguyen, M. Dao, H. Nguyen and B. T. Nguyen

The Impact of Data Imputation on Air Quality Prediction Problem

Plos ONE

T. L. Vo, Q. H. Do, T. Nguyen, P. Halvorsen, M. Riegler and B. T. Nguyen

The Effects of Data Imputation on Covariance and Inverse Covariance Matrix Estimation

IEEE Access

T. L. Vo, Q. H. Do, T. Nguyen, P. Halvorsen, M. Riegler and B. T. Nguyen

The Effects of Data Imputation on Covariance and Inverse Covariance Matrix Estimation

IEEE Access

M. Vo, T. Nguyen, M. Riegler and H. L. Hammer

Efficient Estimation of Generative Models Using Tukey Depth

Algorithms

T. Do, M. A. Vu, H. T. Ly, T. Nguyen, S. Hicks, M. Riegler, P. Halvorsen and B. T. Nguyen

Blockwise Principal Component Analysis for monotone missing data imputation and dimensionality reduction

International Joint Conference on Neural Networks

N. Pham, K. Vo, M. A. Vu, T. Nguyen, M. Riegler, P. Halvorsen and B. T. Nguyen

Correlation visualization under missing values: a comparison between imputation and direct parameter estimation methods

MultiMedia Modeling. MMM 2024

M. A. Vu, T. Do, T. Nguyen, N. Phan, N. Chawla, P. Halvorsen, M. Riegler and B. T. Nguyen

Conditional expectation for missing data imputation

NA

M. Q. Vo, T. Nguyen, M. Riegler and H. L. Hammer

Efficient Estimation of Generative Models using Tukey Depth

NA

V. Thambawita, S. Hicks, A. Storås, T. Nguyen, J. M. Andersen, O. Witczak, T. B. Haugen, H. L. Hammer, P. Halvorsen and M. Riegler

VISEM-Tracking, a human spermatozoa tracking dataset

Scientific Data

L. Le, T. Do and T. Nguyen

Data Imputation for Multivariate Time-series Data

2023 15th International Conference on Knowledge and Systems Engineering (KSE)

T. Nguyen, H. T. Ly, M. Riegler, P. Halvorsen and H. L. Hammer

Principal Components Analysis based frameworks for efficient missing data imputation algorithms

Recent Challenges in Intelligent Information and Database Systems. ACIIDS 2023

T. Nguyen, R. Khadka, N. Phan, A. Yazidi, P. Halvorsen and M. Riegler

Combining datasets to improve model fitting

International Joint Conference on Neural Networks

P. Nguyen, L. G. Tran, B. Le, T. H. Nguyen, T. Nguyen, H. Nguyen and B. T. Nguyen

Faster Imputation Using Singular Value Decomposition for Sparse Data

Asian Conference on Intelligent Information and Database Systems

T. H. Nguyen, B. Le, P. Nguyen, L. G. Tran, T. Nguyen and B. T. Nguyen

Principal Components Analysis Based Imputation for Logistic Regression

Advances and Trends in Artificial Intelligence. Theory and Applications. IEA/AIE 2023

T. Nguyen, A. Storås, V. Thambawita, S. Hicks, P. Halvorsen and M. Riegler

Multimedia datasets: challenges and future possibilities

MultiMedia Modeling. MMM 2023

M. Riegler, V. Thambawita, A. Chatterjee, T. Nguyen, S. Hicks, V. Telle-Hansen, S. A. Pettersen, D. Johansen, R. Jain and P. Halvorsen

ScopeSense: An 8.5-Month Sport, Nutrition, and Lifestyle Lifelogging Dataset

International Conference on Multimedia Modeling (MMM)

T. Nguyen, K. M. Nguyen-Duy, D. H. M. Nguyen, B. T. Nguyen and B. A. Wade

DPER: Direct Parameter Estimation for Randomly missing data

Knowledge-Based Systems

D. H. M. Nguyen, D. M. Nguyen, M. T. N. Truong, T. Nguyen, K. T. Tran, N. A. Triet, P. T. Bao and B. T. Nguyen

ASMCNN: An Efficient Brain Extraction Using Active Shape Model and Convolutional Neural Networks

Information Sciences

D. M. Nguyen, T. Nguyen, H. Vu, Q. Pham, M. Nguyen, B. T. Nguyen and D. Sonntag

TATL: Task Agnostic Transfer Learning for Skin Attributes Detection

Medical Image Analysis

V. Thambawita, S. Hicks, A. Storås, J. M. Andersen, O. Witczak, T. B. Haugen, H. L. Hammer, T. Nguyen, P. Halvorsen and M. Riegler

Medico Multimedia Task at MediaEval 2022: Transparent Tracking of Spermatozoa

MediaEval 2022

T. Nguyen, T. N. Phan, V. N. Nguyen, T. B. Nguyen, P. Halvorsen and M. Riegler

Parallel feature selection based on the trace ratio criterion

International Joint Conference on Neural Networks (IJCNN)

T. Nguyen, Q. Le, S. Tu and B. T. Nguyen

Unequal Covariance Awareness for Fisher Discriminant Analysis and Its Variants in Classification

2022 International Joint Conference on Neural Networks (IJCNN)

S. N. T. Tu and T. Nguyen

FinNet: Solving Time-Independent Differential Equations with Finite Difference Neural Network

T. Nguyen

EPEM: Efficient Parameter Estimation for Multiple Class Monotone Missing Data

Information Sciences

Y. He

Deep Matrix Tri-Factorization:Mining Vertex-wise Interactions in Multi-Space Attributed Graphs

SIAM International Conference on Data Mining