Social Networks and Social Media
Maximizing Friend-Making Likelihood for Social Activity Organization
What Is New in Our City? A Framework for Event Extraction Using Social Media Posts
Link Prediction in Aligned Heterogeneous Networks
Scale-Adaptive Group Optimization for Social Activity Planning
Influence Maximization Across Partially Aligned Heterogenous Social Networks
Multiple Factors-Aware Diffusion in Social Networks
Understanding Community Effects on Information Diffusion
On Burst Detection and Prediction in Retweeting Sequence
Few Things About Idioms: Understanding Idioms and Its Users in the Twitter Online Social Network
Retweeting Activity on Twitter: Signs of Reception
Resampling-Based Gap Analysis for Detecting Nodes with High Centrality on Large Social Network
Classification
Double Ramp Loss Based Reject Option Classifier
Efficient Methods for Multi-label Classification
A Coupled k-Nearest Neighbor Algorithm for Multi-label Classification
Learning Topic-Oriented Word Embedding for Query Classification
Reliable Early Classification on Multivariate Time Series with Numerical and Categorical Attributes
Distributed Document Representation for Document Classification
Prediciton of Emergency Events: A Multi-Task Multi-Label Learning Approach
Nearest Neighbor Method Based on Local Distribution for Classification
Immune Centroids Over-Sampling Method for Multi-Class Classification
Optimizing Classifiers for Hypothetical Scenarios
Repulsive-SVDD Classification
Centroid-Means-Embedding: an Approach to Infusing Word Embeddings into Features for Text Classification
Machine Learning
Collaborating Differently on Different Topics: A Multi-Relational Approach to Multi-Task Learning
Multi-Task Metric Learning on Network Data
A Bayesian Nonparametric Approach to Multilevel Regression
Learning Conditional Latent Structures from Multiple Data Sources
Collaborative Multi-view Learning with Active Discriminative Prior for Recommendation
Online and Stochastic Universal Gradient Methods for Minimizing Regularized Hölder Continuous Finite Sums in Machine Learning
Context-Aware Detection of Sneaky Vandalism on Wikipedia Across Multiple Languages
Uncovering the Latent Structures of Crowd Labeling
Use Correlation Coefficients in Gaussian Process to Train Stable ELM Models
Local Adaptive and Incremental Gaussian Mixture for Online Density Estimation
Latent Space Tracking from Heterogeneous Data with an Application for Anomaly Detection
A Learning-Rate Schedule for Stochastic Gradient Methods to Matrix Factorization
Applications
On Damage Identification in Civil Structures Using Tensor Analysis
Predicting Smartphone Adoption in Social Networks
Discovering the Impact of Urban Traffic Interventions Using Contrast Mining on Vehicle Trajectory Data
Locating Self-collection Points for Last-mile Logistics using Public Transport Data
A Stochastic Framework for Solar Irradiance Forecasting Using Condition Random Field
Online Prediction of Chess Match Result
Learning of Performance Measures from Crowd-Sourced Data with Application to Ranking of Investments
Hierarchical Dirichlet Process for Tracking Complex Topical Structure Evolution and its Application to Autism Research Literature
Automated Detection for Probable Homologous Foodborne Disease Outbreaks
Identifying Hesitant and Interested Customers for Targeted Social Marketing
Activity-Partner Recommendation
Iterative Use of Weighted Voronoi Diagrams to Improve Scalability in Recommender Systems
Novel Methods and Algorithms Principal Sensitivity Analysis
SocNL: Bayesian Label Propagation with Confidence
An Incremental Local Distribution Network for Unsupervised Learning
Trend-Based Citation Count Prediction for Research Articles
Mining Text Enriched Heterogeneous Citation Networks
Boosting via Approaching Optimal Margin Distribution
o-HETM: An Online Hierarchical Entity Topic Model for News Streams
Modeling User Interest and Community Interest in Microbloggings: An Integrated Approach
Minimal Jumping Emerging Patterns: Computation and Practical Assessment
Factorisation
An Empirical Study of Personal Factors and Social Effects on Rating Prediction.