OOIR: Observatory of International Research

Papers

(The H4-Index of ACM Transactions on Knowledge Discovery From Data is 24. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-11-01 to 2024-11-01.)

Article	Citations
Knowledge Graph Embedding for Link Prediction	264
A Survey on Causal Inference	189
Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution	84
Streaming Social Event Detection and Evolution Discovery in Heterogeneous Information Networks	66
A Survey on Deep Hashing Methods	59
Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond	52
Neural Networks for Entity Matching: A Survey	50
A Unified View of Causal and Non-causal Feature Selection	45
Deep Graph Matching and Searching for Semantic Code Retrieval	44
Trajectory Outlier Detection	40
Self-Supervised Transformer for Sparse and Irregularly Sampled Multivariate Clinical Time-Series	38
Compression of Deep Learning Models for Text: A Survey	36
Deep Learning-Based Energy Disaggregation and On/Off Detection of Household Appliances	36
An Improved KNN-Based Efficient Log Anomaly Detection Method with Automatically Labeled Samples	33
Hypergraph Convolution on Nodes-Hyperedges Network for Semi-Supervised Node Classification	32
Personalized Federated Learning on Non-IID Data via Group-based Meta-learning	31
In-Processing Modeling Techniques for Machine Learning Fairness: A Survey	28
3DGCN: 3-Dimensional Dynamic Graph Convolutional Network for Citywide Crowd Flow Prediction	27
Graph Neural Networks for Fast Node Ranking Approximation	27
High-Order Structure Exploration on Massive Graphs	26
Variable-lag Granger Causality and Transfer Entropy for Time Series Analysis	26
Be Causal: De-Biasing Social Network Confounding in Recommendation	25
User Embedding for Expert Finding in Community Question Answering	24
Graph-Enhanced Spatial-Temporal Network for Next POI Recommendation	24
Mixed Information Flow for Cross-Domain Sequential Recommendations	24

Adaptive Influence Maximization	24
Learning Graph Neural Networks with Positive and Unlabeled Nodes	24