OOIR: Observatory of International Research

Papers

(The H4-Index of Knowledge and Information Systems is 29. 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 2021-11-01 to 2025-11-01.)

Article	Citations
MG2Vec+: A multi-headed graph attention network for multigraph embedding	306
An online ensemble classification algorithm for multi-class imbalanced data stream	262
An efficient rumor detection model based on deep learning and flower pollination algorithm	256
Understanding stance classification of BERT models: an attention-based framework	126
NeuCrowd: neural sampling network for representation learning with crowdsourced labels	102
Truth validation with evidence	93
Similarity enhancement of heterogeneous networks by weighted incorporation of information	90
A robust adaptive linear regression method for severe noise	86
Adapter-based fine-tuning of pre-trained multilingual language models for code-mixed and code-switched text classification	79
AdaCC: cumulative cost-sensitive boosting for imbalanced classification	76
A novel image denoising algorithm combining attention mechanism and residual UNet network	75
A synthetic over-sampling method with minority and majority classes for imbalance problems	66
Fast data-free model compression via dictionary-pair reconstruction	55
Exploring interest community-based and interesage-powered recommendation scenarios	51
Partially ordered stochastic conformance checking	50
Meta-heuristic endured deep learning model for big data classification: image analytics	46
Feature-blind fairness in collaborative filtering recommender systems	45
Graph theory-based mathematical modeling and analysis to predict a football dream team	42
An efficient joint framework for interacting knowledge graph and item recommendation	41
DQN-PACG: load regulation method based on DQN and multivariate prediction model	40
Read to grow: exploring metadata of books to make intriguing book recommendations for teenage readers	39
RDPNet: a multi-stage summary generation network for long chat dialogues	39
Prompting visual dialog with implicit logical knowledge	38
Improving density peak clustering on multi-dimensional time series: rediscover and subdivide	36
KNetwork: advancing cross-lingual sentiment analysis for enhanced decision-making in linguistically diverse environments	35

REDAffectiveLM: leveraging affect enriched embedding and transformer-based neural language model for readers’ emotion detection	33
CHEKG: a collaborative and hybrid methodology for engineering modular and fair domain-specific knowledge graphs	33
Group decision-making with interval multiplicative preference relations	29
Cross-modal associated learning with spatial–temporal attention for hot topic detection	29