| High-Utility Itemset Mining with Effective Pruning Strategies |
30 |
| Self-Adaptive Particle Swarm Optimization for Large-Scale Feature Selection in Classification |
26 |
| Time Series Classification with HIVE-COTE: The Hierarchical Vote Collective of Transformation-Based Ensembles |
22 |
| A Survey of Parallel Sequential Pattern Mining |
21 |
| Tensor Completion Algorithms in Big Data Analytics |
12 |
| Local Spectral Clustering for Overlapping Community Detection |
10 |
| Outcome-Oriented Predictive Process Monitoring: Review and Benchmark |
10 |
| ABRA: Approximating Betweenness Centrality in Static and Dynamic Graphs with Rademacher Averages |
9 |
| Emerging Trends in Personality Identification Using Online Social Networks-A Literature Survey |
7 |
| Collaborative Filtering with Topic and Social Latent Factors Incorporating Implicit Feedback |
6 |
| GrammarViz 3.0: Interactive Discovery of Variable-Length Time Series Patterns |
5 |
| Mining Event-Oriented Topics in Microblog Stream with Unsupervised Multi-View Hierarchical Embedding |
5 |
| Large Scale Online Multiple Kernel Regression with Application to Time-Series Prediction |
5 |
| Detecting and Assessing Anomalous Evolutionary Behaviors of Nodes in Evolving Social Networks |
5 |
| Rumor Blocking through Online Link Deletion on Social Networks |
5 |
| Bursty Event Detection in Twitter Streams |
4 |
| Consensus Guided Multi-View Clustering |
4 |
| Discovering Communities and Anomalies in Attributed Graphs: Interactive Visual Exploration and Summarization |
4 |
| Leveraging Label-Specific Discriminant Mapping Features for Multi-Label Learning |
4 |
| ATR-Vis: Visual and Interactive Information Retrieval for Parliamentary Discussions in Twitter |
4 |
| Twitter Geolocation: A Hybrid Approach |
4 |
| Multi-View Low-Rank Analysis with Applications to Outlier Detection |
4 |
| Spatio-Temporal Routine Mining on Mobile Phone Data |
4 |
| Joint Representation Learning for Location-Based Social Networks with Multi-Grained Sequential Contexts |
3 |
| Translations Diversification for Expert Finding: A Novel Clustering-based Approach |
3 |
| A Session-Based Approach to Fast-But-Approximate Interactive Data Cube Exploration |
3 |
| G-Rol: Automatic Region-of-Interest Detection Driven by Geotagged Social Media Data |
3 |
| Will Triadic Closure Strengthen Ties in Social Networks? |
3 |
| Computing top-k Closeness Centrality Faster in Unweighted Graphs |
3 |
| Sequential Feature Explanations for Anomaly Detection |
3 |
| Chameleon 2: An Improved Graph-Based Clustering Algorithm |
3 |
| Motif Counting Beyond Five Nodes |
3 |
| Probabilistic Feature Selection and Classification Vector Machine |
3 |
| Entity-Based Query Recommendation for Long-Tail Queries |
3 |
| Mining Overlapping Communities and Inner Role Assignments through Bayesian Mixed-Membership Models of Networks with Context-Dependent Interactions |
3 |
| GOOWE: Geometrically Optimum and Online-Weighted Ensemble Classifier for Evolving Data Streams |
3 |
| Heterogeneous-Length Text Topic Modeling for Reader-Aware Multi-Document Summarization |
3 |
| The Relationship between Online Social Network Ties and User Attributes |
2 |
| Systematic Review of Clustering High-Dimensional and Large Datasets |
2 |
| A Pipeline Computing Method of SpTV for Three-Order Tensors on CPU and GPU |
2 |
| Stability and Robustness in Influence Maximization |
2 |
| Modeling Alzheimer's Disease Progression with Fused Laplacian Sparse Group Lasso |
2 |
| Feature Selection via Transferring Knowledge Across Different Classes |
2 |
| Behavior2Vec: Generating Distributed Representations of Users' Behaviors on Products for Recommender Systems |
2 |
| Exploring Multiobjective Optimization for Multiview Clustering |
2 |
| Evasion-Robust Classification on Binary Domains |
2 |
| Community Detection Using Diffusion Information |
2 |
| A Viewable Indexing Structure for the Interactive Exploration of Dynamic and Large Image Collections |
2 |
| Memory-Efficient and Accurate Sampling for Counting Local Triangles in Graph Streams: From Simple to Multigraphs |
2 |
| COMMUNITYDIFF: Visualizing Community Clustering Algorithms |
2 |
