Lodewijk Brand

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 14

Top Topics

Drug Resistance

Nonnegative Matrix Factorization

Support Vector Machine

Outcome Prediction

Top Venues

J. Comput. Biol.

ACM Trans. Knowl. Discov. Data

Publications

Lodewijk Brand, Hoon Seo, Lauren Zoe Baker, Carla Ellefsen, Jackson Sargent, Hua Wang
A linear primal-dual multi-instance SVM for big data classifications. Knowl. Inf. Syst. 66 (1) (2024)
Hoon Seo, Lodewijk Brand, Lucia Saldana Barco, Hua Wang
Scalable Multi-Instance Multi-Shape Support Vector Machine for Whole Slide Breast Histopathology. ICKG (2022)
Kai Liu, Xiangyu Li, Zhihui Zhu, Lodewijk Brand, Hua Wang
Factor-Bounded Nonnegative Matrix Factorization. ACM Trans. Knowl. Discov. Data 15 (6) (2021)
Lodewijk Brand, Lauren Zoe Baker, Carla Ellefsen, Jackson Sargent, Hua Wang
A Linear Primal-Dual Multi-Instance SVM for Big Data Classifications. ICDM (2021)
Hoon Seo, Lodewijk Brand, Hua Wang, Feiping Nie
Integrating Static and Dynamic Data for Improved Prediction of Cognitive Declines Using Augmented Genotype-Phenotype Representations. AAAI (2021)
Lodewijk Brand, Lauren Zoe Baker, Hua Wang
A multi-instance support vector machine with incomplete data for clinical outcome prediction of COVID-19. BCB (2021)
Lodewijk Brand, Kai Nichols, Hua Wang, Heng Huang, Li Shen
Predicting Longitudinal Outcomes of Alzheimer's Disease via a Tensor-Based Joint Classification andRegression Model. PSB (2020)
Lodewijk Brand, Xue Yang, Kai Liu, Saad Elbeleidy, Hua Wang, Hao Zhang, Feiping Nie
Learning Robust Multilabel Sample Specific Distances for Identifying HIV-1 Drug Resistance. J. Comput. Biol. 27 (4) (2020)
Lodewijk Brand, Braedon O'Callaghan, Anthony Sun, Hua Wang
Task Balanced Multimodal Feature Selection to Predict the Progression of Alzheimer's Disease. BIBE (2020)
Lodewijk Brand, Kai Nichols, Hua Wang, Li Shen, Heng Huang
Joint Multi-Modal Longitudinal Regression and Classification for Alzheimer's Disease Prediction. IEEE Trans. Medical Imaging 39 (6) (2020)
Hoon Seo, Lodewijk Brand, Hua Wang
Learning Semi-Supervised Representation Enrichment Using Longitudinal Imaging-Genetic Data. BIBM (2020)
Kai Liu, Lodewijk Brand, Hua Wang, Feiping Nie
Learning Robust Distance Metric with Side Information via Ratio Minimization of Orthogonally Constrained L21-Norm Distances. IJCAI (2019)
Lodewijk Brand, Xue Yang, Kai Liu, Saad El Beleidy, Hua Wang, Hao Zhang
Learning Robust Multi-label Sample Specific Distances for Identifying HIV-1 Drug Resistance. RECOMB (2019)
Lodewijk Brand, Hua Wang, Heng Huang, Shannon L. Risacher, Andrew J. Saykin, Li Shen
Joint High-Order Multi-Task Feature Learning to Predict the Progression of Alzheimer's Disease. MICCAI (1) (2018)