OOIR: Observatory of International Research

Papers

(The H4-Index of Knowledge and Information Systems is 33. 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 2022-05-01 to 2026-05-01.)

Article	Citations
MG2Vec+: A multi-headed graph attention network for multigraph embedding	402
Understanding stance classification of BERT models: an attention-based framework	399
Exploring interest community-based and interesage-powered recommendation scenarios	166
An efficient joint framework for interacting knowledge graph and item recommendation	121
Partially ordered stochastic conformance checking	120
A robust adaptive linear regression method for severe noise	112
ASRec: adaptive sequential recommendation with dynamic and periodic preferences capturing	102
Graph theory-based mathematical modeling and analysis to predict a football dream team	94
Similarity enhancement of heterogeneous networks by weighted incorporation of information	87
Enhancing knowledge graph embeddings for improved link prediction using graph neural networks	70
An efficient rumor detection model based on deep learning and flower pollination algorithm	70
AdaCC: cumulative cost-sensitive boosting for imbalanced classification	69
DQN-PACG: load regulation method based on DQN and multivariate prediction model	69
An online ensemble classification algorithm for multi-class imbalanced data stream	68
Meta-heuristic endured deep learning model for big data classification: image analytics	66
Fast data-free model compression via dictionary-pair reconstruction	61
A novel image denoising algorithm combining attention mechanism and residual UNet network	57
Feature decorrelation graph contrast learning based on PCA for recommendation	57
CCGCN: a complex composition graph convolutional network for temporal knowledge graph reasoning	54
Adapter-based fine-tuning of pre-trained multilingual language models for code-mixed and code-switched text classification	52
A synthetic over-sampling method with minority and majority classes for imbalance problems	48
RDPNet: a multi-stage summary generation network for long chat dialogues	46
Prompting visual dialog with implicit logical knowledge	45
CHEKG: a collaborative and hybrid methodology for engineering modular and fair domain-specific knowledge graphs	43
Unifying Faceted Search and Analytics over RDF Knowledge Graphs	41

REDAffectiveLM: leveraging affect enriched embedding and transformer-based neural language model for readers’ emotion detection	41
Read to grow: exploring metadata of books to make intriguing book recommendations for teenage readers	40
Cross-modal associated learning with spatial–temporal attention for hot topic detection	39
An evidence-based approach for open-domain question answering	38
Entity integrity management under data volume, variety and veracity	37
Navigating beyond backpropagation: on alternative training methods for deep neural networks	35
Scholarly recommendation systems: a literature survey	35
Interactive reinforced feature selection with traverse strategy	34
An efficient deep learning framework for occlusion face prediction system	33
Maximal $$\Delta $$-biclique enumeration in temporal bipartite graphs	33
GMMDA: Gaussian mixture modeling of graph in latent space for graph data augmentation	33