Beyond the Simplex: Hadamard-Infused Deep Sparse Representations for Enhanced Similarity Measures

Xiangyu Li, Umberto Gherardi, Armand Ovanessians, Hua Wang

ICKG

Enriched Representation Learning for Longitudinal Chest X-ray Analysis: A Novel Approach for Improved Disease Detection and Localization

Xiangyu Li, Armand Ovanessians, Hua Wang

ICDM

Discovering Protein Interactions and Repurposing Drugs in SARS-CoV-2 (COVID-19) via Learning on Robust Multipartite Graphs

Xiangyu Li, Armand Ovanessians, Hua Wang

ICDM

Fast Multi-Modal Multi-Instance Support Vector Machine for Fine-grained Chest X-ray Recognition

Hoon Seo, Hua Wang

ICDM

A Linear Primal–Dual Multi-Instance SVM for Big Data Classifications

Lodewijk Brand, Hoon Seo, Lauren Zoe Baker, Carla Ellefsen , Jackson Sargent, Hua Wang

KAIS

Scaling Multi-Instance Support Vector Machine to Breast Cancer Detection on the BreaKHis Dataset

Hoon Seo, Lodewijk Brand, Lucia Saldana Barco, Hua Wang

Bioinformatics - ISMB

Scalable Multi-Instance Multi-Shape Support Vector Machine for Whole Slide Breast Histopathology

Hoon Seo, Lodewijk Brand, Lucia Saldana Barco, Hua Wang

ICKG

Learning Deeply Enriched Representations of Longitudinal Imaging-Genetic Data to Predict Alzheimer's Disease Progression

Hoon Seo, Hua Wang

BIBM

A Multi-Instance Support Vector Machine with Incomplete Data for Clinical Outcome Prediction of COVID-19

Lodewijk Brand, Lauren Zoe Baker, Hua Wang

BCB

Integrating Static and Dynamic Data for Improved Prediction of Cognitive Declines Using Augmented Genotype-Phenotype Representations

Hoon Seo, Lodewijk Brand, Hua Wang

AAAI

Learning Semi-Supervised Representation Enrichment Using Longitudinal Imaging-Genetic Data

Hoon Seo, Lodewijk Brand, Hua Wang

BIBM

Task Balanced Multimodal Feature Selection to Predict the Progression of Alzheimer's Disease

Lodewijk Brand, Braedon O'Callaghan, Anthony Sun, Hua Wang

BIBE

Learning Robust Multi-Label Sample Specific Distances for Identifying HIV-1 Drug Resistance

Lodewijk Brand, Xue Yang, Kai Liu, Saad Elbeleidy, Hua Wang, Hao Zhang, Feiping Nie

JCB

Learning Multi-Modal Biomarker Representations via Globally Aligned Longitudinal Enrichments

Lyujian Lu, Saad Elbeleidy, Lauren Zoe Baker, Hua Wang

AAAI

Predicting Longitudinal Outcomes of Alzheimer's Disease via a Tensor-based Joint Classification and Regression Model

Lodewijk Brand, Kai Nichols, Hua Wang, Heng Huang, Li Shen

PSB

Improved Prediction of Cognitive Outcomes via Globally Aligned Imaging Biomarker Enrichments Over Progressions

Lyujian Lu, Saad Elbeleidy, Lauren Baker, Hua Wang, Heng Huang, Li Shen

MICCAI

Learning Robust Multi-Label Sample Specific Distances for Identifying HIV-1 Drug Resistance

Lodewijk Brand, Xue Yang, Kai Liu, Saad Elbeleidy, Hua Wang, Hao Zhang

RECOMB

From Protein Sequence to Protein Function via Multi-Label Linear Discriminant Analysis

Hua Wang, Heng Huang, Chris Ding

TCBB

Drosophila Gene Expression Pattern Annotations via Multi-Instance Biological Relevance Learning

Hua Wang, Cheng Deng, Hao Zhang, Xinbo Gao, Heng Huang

AAAI

Correlated Protein Function Prediction via Maximization of Data-Knowledge Consistency

Hua Wang, Heng Huang, Chris Ding.

JCB

Correlated Protein Function Prediction via Maximization of Data-Knowledge Consistency

Hua Wang, Heng Huang, Chris Ding

RECOMB

Predicting Protein-Protein Interactions from Multimodal Biological Data Sources via Nonnegative Matrix Factorization

Hua Wang, Feiping Nie, Heng Huang, Chris Ding

JCB

Function-Function Correlated Multi-Label Protein Function Prediction over Interaction Networks

Hua Wang, Heng Huang, Chris Ding

JCB

Protein Function Prediction via Laplacian Network Partitioning Incorporating Function Category Correlations

Hua Wang, Heng Huang, Chris Ding

IJCAI

Joint Stage Recognition and Anatomical Annotation of Drosophila Gene Expression Patterns

Xiao Cai, Hua Wang, Heng Huang, Chris Ding.

Bioinformatics

Predicting Protein-Protein Interactions from Multimodal Biological Data Sources via Nonnegative Matrix Factorization

Hua Wang, Feiping Nie, Heng Huang, Chris Ding.

RECOMB

Function-Function Correlated Multi-Label Protein Function Prediction over Interaction Networks

Hua Wang, Heng Huang, Chris Ding.

RECOMB