Item Recommendation for Emerging Online Businesses

Effective Crowd Expertise Modeling via Cross Domain Sparsity and Uncertainty Reduction

Identifying Connectivity Patterns for Brain Diseases via Multi-side-view Guided Deep Architectures

HeteroSales: Utilizing Heterogeneous Social Networks to Identify the Next Enterprise Customer

Robust Crowd Bias Correction via Dual Knowledge Transfer from Multiple Overlapping Sources

A Context-Aware Approach to Detection of Short Irrelevant Texts

An Effective and Economic Bi-level Approach to Ranking and Rating Spam Detection

Learning Entity Types from Query Logs via Graph-Based Modeling

Efficient Partial Order Preserving Unsupervised Feature Selection on Networks

OnlineCM: Real-time Consensus Classification with Missing Values

Frameworks to Encode User Preferences for Inferring Topic-sensitive Information Networks

Class-Distribution Regularized Consensus Maximization for Alleviating Overfitting in Model Combination

Inferring the Impacts of Social Media on Crowdfunding

Future Influence Ranking of Scientific Literature

Multilabel Consensus Classification

Review Spam Detection via Temporal Pattern Discovery

An Iterative and Re-weighting Framework for Rejection and Uncertainty Resolution in Crowdsourcing

Review Graph Based Online Store Review Spammer Detection

Efficient and Numerically Stable Sparse Learning

Latent Space Domain Transfer between High Dimensional Overlapping Distributions

Graph-based Iterative Hybrid Feature Selection