Joint High-Order Multi-Task Feature Learning to Predict the Progression of Alzheimer's Disease. - Lodewijk Brand; Hua Wang 007; Heng Huang; Shannon L. Risacher; Andrew J. Saykin; Li Shen 001 (MICCAI (1), 2018)

Learning Robust Distance Metric with Side Information via Ratio Minimization of Orthogonally Constrained L21-Norm Distances. - Kai Liu 018; Lodewijk Brand; Hua Wang 007; Feiping Nie 001 (IJCAI, 2019)

Learning Robust Multi-label Sample Specific Distances for Identifying HIV-1 Drug Resistance. - Lodewijk Brand; Xue Yang; Kai Liu 018; Saad El Beleidy; Hua Wang 007; Hao Zhang 011 (RECOMB, 2019)

Task Balanced Multimodal Feature Selection to Predict the Progression of Alzheimer's Disease. - Lodewijk Brand; Braedon O'Callaghan; Anthony Sun; Hua Wang 007 (BIBE, 2020)

Learning Semi-Supervised Representation Enrichment Using Longitudinal Imaging-Genetic Data. - Hoon Seo; Lodewijk Brand; Hua Wang 007 (BIBM, 2020)

Predicting Longitudinal Outcomes of Alzheimer's Disease via a Tensor-Based Joint Classification andRegression Model. - Lodewijk Brand; Kai Nichols; Hua Wang 007; Heng Huang; Li Shen 001 (PSB, 2020)

Learning Robust Multilabel Sample Specific Distances for Identifying HIV-1 Drug Resistance. - Lodewijk Brand; Xue Yang; Kai Liu 018; Saad Elbeleidy; Hua Wang 007; Hao Zhang 011; Feiping Nie 001 (J. Comput. Biol., 2020)

Joint Multi-Modal Longitudinal Regression and Classification for Alzheimer's Disease Prediction. - Lodewijk Brand; Kai Nichols; Hua Wang 007; Li Shen 001; Heng Huang (IEEE Trans. Medical Imaging, 2020)

Integrating Static and Dynamic Data for Improved Prediction of Cognitive Declines Using Augmented Genotype-Phenotype Representations. - Hoon Seo; Lodewijk Brand; Hua Wang 007; Feiping Nie 001 (AAAI, 2021)

A multi-instance support vector machine with incomplete data for clinical outcome prediction of COVID-19. - Lodewijk Brand; Lauren Zoe Baker; Hua Wang 007 (BCB, 2021)

A Linear Primal-Dual Multi-Instance SVM for Big Data Classifications. - Lodewijk Brand; Lauren Zoe Baker; Carla Ellefsen; Jackson Sargent; Hua Wang 007 (ICDM, 2021)

Factor-Bounded Nonnegative Matrix Factorization. - Kai Liu 018; Xiangyu Li; Zhihui Zhu; Lodewijk Brand; Hua Wang 007 (ACM Trans. Knowl. Discov. Data, 2021)

Scalable Multi-Instance Multi-Shape Support Vector Machine for Whole Slide Breast Histopathology. - Hoon Seo; Lodewijk Brand; Lucia Saldana Barco; Hua Wang 007 (ICKG, 2022)

Scaling multi-instance support vector machine to breast cancer detection on the BreaKHis dataset. - Hoon Seo; Lodewijk Brand; Lucia Saldana Barco; Hua Wang 007 (Bioinform., 2022)

A linear primal-dual multi-instance SVM for big data classifications. - Lodewijk Brand; Hoon Seo; Lauren Zoe Baker; Carla Ellefsen; Jackson Sargent; Hua Wang 007 (Knowl. Inf. Syst., 2024)