OOIR: Observatory of International Research

Papers

(The H4-Index of ACM Transactions on Knowledge Discovery From Data is 25. 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 2021-04-01 to 2025-04-01.)

Article	Citations
OTM : Efficient K-Order-Based Core Maintenance in Large-Scale Dynamic Hypergraphs	242
Temporal Structural Preserving with Subtree Attention in Dynamic Graph Transformers	144
Efficient Distributed Sparse Relative Similarity Learning	135
Evaluation-free Time-series Forecasting Model Selection via Meta-learning	100
Graph Time-series Modeling in Deep Learning: A Survey	75
App2Vec: Context-Aware Application Usage Prediction	57
Compression of Deep Learning Models for Text: A Survey	57
C ³ -GAN+: Complex-Condition-Controlled Generative Adversarial Networks with Enhanced Embedding	55
Subclass-wise Logit Perturbation for Multi-label Learning	55
Generic Multi-label Annotation via Adaptive Graph and Marginalized Augmentation	50
Multi-View Graph Convolutional Networks with Differentiable Node Selection	46
Dual Subgraph-Based Graph Neural Network for Friendship Prediction in Location-Based Social Networks	44
A Compact Vulnerability Knowledge Graph for Risk Assessment	43
Multi-relation Graph Summarization	42
Nonnegative Matrix Factorization Based on Node Centrality for Community Detection	40
ONP-Miner: One-off Negative Sequential Pattern Mining	37
SPAP: Simultaneous Demand Prediction and Planning for Electric Vehicle Chargers in a New City	36
Self-paced Adaptive Bipartite Graph Learning for Consensus Clustering	36
Causal Disentanglement for Implicit Recommendations with Network Information	35
Summarizing User-item Matrix By Group Utility Maximization	30
Semi-Supervised Sentiment Classification and Emotion Distribution Learning Across Domains	29
Auto-STGCN: Autonomous Spatial-Temporal Graph Convolutional Network Search	29
Causal Discovery via Causal Star Graphs	28
Three-way Preference Completion via Preference Graph	27
Accurate Open-Set Recognition for Memory Workload	26

Same or Different? Diff-Vectors for Authorship Analysis	25
Computing Graph Descriptors on Edge Streams	25
Fairness in Recommender Systems: Evaluation Approaches and Assurance Strategies	25
Laplacian-based Cluster-Contractive t-SNE for High-Dimensional Data Visualization	25
DMGF-Net: An Efficient Dynamic Multi-Graph Fusion Network for Traffic Prediction	25
Conditional Independence Test Based on Residual Similarity	25