OOIR: Observatory of International Research

Papers

(The H4-Index of Journal of Intelligent Information Systems is 19. 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
Histograms as tools for mining actionable knowledge – principles and examples	44
Audio super-resolution via vision transformer	43
Data- & compute-efficient deviance mining via active learning and fast ensembles	42
The detection of mental health conditions by incorporating external knowledge	40
Sentimental and spatial analysis of COVID-19 vaccines tweets	39
Community detection in weighted networks using probabilistic generative model	39
Multi-stage music separation network with dual-branch attention and hybrid convolution	37
Detecting COVID-19 vaccine hesitancy in India: a multimodal transformer based approach	30
Session-based recommendation with temporal dynamics for large volunteer networks	29
BMDF-SR: bidirectional multi-sequence decoupling fusion method for sequential recommendation	26
Stock market prediction with time series data and news headlines: a stacking ensemble approach	24
Persuasive explanations for path reasoning recommendations	24
EST transformer: enhanced spatiotemporal representation learning for time series anomaly detection	23
Evolvable transformation of knowledge graphs into human-oriented formats	23
Incremental and accurate computation of machine learning models with smart data summarization	23
Leveraging neighborhood and path information for influential spreaders recognition in complex networks	21
A qualitative analysis of knowledge graphs in recommendation scenarios through semantics-aware autoencoders	20
Customer churn prediction for a webcast platform via a voting-based ensemble learning model with Nelder-Mead optimizer	20
Frequency roughness analysis in image processing and game design	19