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 2021-03-01 to 2025-03-01.)

Article	Citations
Evaluation-Free Time-Series Forecasting Model Selection via Meta-Learning	230
Gradual Drift Detection in Process Models Using Conformance Metrics	122
Subclass-wise Logit Perturbation for Multi-label Learning	117
C ³ -GAN+: Complex-Condition-Controlled Generative Adversarial Networks with Enhanced Embedding	90
Unsupervised Graph-Based Entity Resolution for Complex Entities	72
Generic Multi-label Annotation via Adaptive Graph and Marginalized Augmentation	56
CM-CaFE: A Clustering Method with Causality-based Feature Embedding	55
Multi-relation Graph Summarization	53
Self-supervision for Tabular Data by Learning to Predict Additive Homoskedastic Gaussian Noise as Pretext	51
An Information Theory Based Method for Quantifying the Predictability of Human Mobility	44
Joint Inference of Diffusion and Structure in Partially Observed Social Networks Using Coupled Matrix Factorization	42
Discovering Interesting Patterns from Hypergraphs	41
Exploiting Conversation-Branch-Tweet HyperGraph Structure to Detect Misinformation on Social Media	41
Adaptive Adversarial Contrastive Learning for Cross-Domain Recommendation	40
Parameter-Agnostic Deep Graph Clustering	36
A Semantics-enhanced Topic Modelling Technique: Semantic-LDA	34
EffCause: Discover Dynamic Causal Relationships Efficiently from Time-Series	34
A Survey on Bid Optimization in Real-Time Bidding Display Advertising	30
Put Your Voice on Stage: Personalized Headline Generation for News Articles	29
Graph Domain Adaptation: A Generative View	28
Pre-training Question Embeddings for Improving Knowledge Tracing with Self-supervised Bi-graph Co-contrastive Learning	28
Graph Time-series Modeling in Deep Learning: A Survey	28
NNC-GCN: Neighbours-to-Neighbours Contrastive Graph Convolutional Network for Semi-Supervised Classification	27
Correlation-aware Graph Data Augmentation with Implicit and Explicit Neighbors	26
HITS-based Propagation Paradigm for Graph Neural Networks	26

Diverse Structure-Aware Relation Representation in Cross-Lingual Entity Alignment	25
StructCoder: Structure-Aware Transformer for Code Generation	25
A Survey on AutoML Methods and Systems for Clustering	25