| A Comprehensive Survey of Graph Embedding: Problems, Techniques, and Applications |
120 |
| Untangling Blockchain: A Data Processing View of Blockchain Systems |
103 |
| A Survey on Network Embedding |
84 |
| Heterogeneous Information Network Embedding for Recommendation |
56 |
| Local and Global Structure Preservation for Robust Unsupervised Spectral Feature Selection |
48 |
| One-Step Multi-View Spectral Clustering |
41 |
| Influence Maximization on Social Graphs: A Survey |
39 |
| NAIS: Neural Attentive Item Similarity Model for Recommendation |
37 |
| Low-Rank Sparse Subspace for Spectral Clustering |
34 |
| Machine Learning for the Geosciences: Challenges and Opportunities |
31 |
| A Correlation-Based Feature Weighting Filter for Naive Bayes |
31 |
| Attributed Social Network Embedding |
28 |
| A Survey of Location Prediction on Twitter |
28 |
| Multi-Label Learning with Global and Local Label Correlation |
26 |
| Learning under Concept Drift: A Review |
25 |
| RNN-DBSCAN: A Density-Based Clustering Algorithm Using Reverse Nearest Neighbor Density Estimates |
24 |
| Structure Based User Identification across Social Networks |
24 |
| Automated Discovery of Process Models from Event Logs: Review and Benchmark |
22 |
| Multi-Instance Learning with Discriminative Bag Mapping |
21 |
| Deep Air Learning: Interpolation, Prediction, and Feature Analysis of Fine-Grained Air Quality |
21 |
| Parallel Trajectory-to-Location Join |
18 |
| Structured Manifold Broad Learning System: A Manifold Perspective for Large-Scale Chaotic Time Series Analysis and Prediction |
17 |
| Locality Reconstruction Models for Book Representation |
16 |
| Index-Based Densest Clique Percolation Community Search in Networks |
15 |
| Weakly-Supervised Deep Embedding for Product Review Sentiment Analysis |
15 |
| Scalable Content-Aware Collaborative Filtering for Location Recommendation |
15 |
| A Survey of Multi-View Representation Learning |
14 |
| MCS-GPM: Multi-Constrained Simulation Based Graph Pattern Matching in Contextual Social Graphs |
14 |
| Tensor-Based Big Data Management Scheme or Dimensionality Reduction Problem in Smart Grid Systems: SDN Perspective |
13 |
| A Fast Parallel Community Discovery Model on Complex Networks Through Approximate Optimization |
13 |
| SLADE: A Smart Large-Scale Task Decomposer in Crowdsourcing |
13 |
| Real-Time Change Point Detection with Application to Smart Home Time Series Data |
13 |
| An Efficient Ride-Sharing Framework for Maximizing Shared Route |
13 |
| Robust Image Hashing with Tensor Decomposition |
12 |
| Low-Rank Multi-View Embedding Learning for Micro-Video Popularity Prediction |
12 |
| Efficient Vertical Mining of High Average-Utility Itemsets Based on Novel Upper-Bounds |
12 |
| Answering Natural Language Questions by Subgraph Matching over Knowledge Graphs |
12 |
| Automated Phrase Mining from Massive Text Corpora |
12 |
| Multi-Label Learning with Emerging New Labels |
12 |
| A Unified Framework for Community Detection and Network Representation Learning |
10 |
| Linguistic Petri Nets Based on Cloud Model Theory for Knowledge Representation and Reasoning |
10 |
| Link Weight Prediction Using Supervised Learning Methods and Its Application to Yelp Layered Network |
10 |
| Comments Mining With TF-IDF: The Inherent Bias and Its Removal |
10 |
| High-Order Proximity Preserved Embedding for Dynamic Networks |
10 |
| Community Detection in Multi-Layer Networks Using Joint Nonnegative Matrix Factorization |
10 |
| Road Traffic Speed Prediction: A Probabilistic Model Fusing Multi-Source Data |
10 |
| Semi-Supervised Ensemble Clustering Based on Selected Constraint Projection |
9 |
| DeepDirect: Learning Directions of Social Ties with Edge-Based Network Embedding |
9 |
| Hierarchical Multi-Clue Modelling for POI Popularity Prediction with Heterogeneous Tourist Information |
9 |
| Privacy Enhanced Matrix Factorization for Recommendation with Local Differential Privacy |
9 |
