OOIR: Observatory of International Research

Papers

(The H4-Index of Journal of Big Data is 44. 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
DD-KARB: data-driven compliance to quality by rule based benchmarking	504
Fine grain algorithm parallelization on a hybrid control-flow and dataflow processor	322
Machine learning-based prediction of elliptical double steel columns under compression loading	318
SIMER: an accurate and intelligent tool for simulating customizable population data across species in complex scenarios	265
Sub-spatial prediction of votes integrating socioeconomic, educational, and age strata with machine learning and topological data analysis	245
Unsupervised label generation for severely imbalanced fraud data	223
Federated learning-driven IoT system for automated freshness monitoring in resource-constrained vending carts	204
A scheduling algorithm to maximize storm throughput in heterogeneous cluster	164
Dual channel and multi-scale adaptive morphological methods for infrared small targets	161
Efficient pollen grain classification using pre-trained Convolutional Neural Networks: a comprehensive study	153
Gaussian transformation enhanced semi-supervised learning for sleep stage classification	143
Supervised contrastive pre-training models for mammography screening	127
A new dimensionality reduction technique based on the Wavelet Transform for cancer classification	124
Data analysis for vague contingency data	101
Towards a folksonomy graph-based context-aware recommender system of annotated books	98
Apply machine learning techniques to detect malicious network traffic in cloud computing	93
PCJ Java library as a solution to integrate HPC, Big Data and Artificial Intelligence workloads	87
A data value metric for quantifying information content and utility	84
Accuracy improvements for cold-start recommendation problem using indirect relations in social networks	82
Real-time spatio-temporal event detection on geotagged social media	80
Dissimilarity space reinforced with manifold learning and latent space modeling for improved pattern classification	76
Remote patient monitoring and classifying using the internet of things platform combined with cloud computing	74
An empirical study on the evaluation of the RDF storage systems	72
Diabetes emergency cases identification based on a statistical predictive model	71
Detection of fickle trolls in large-scale online social networks	71

Machine learning concepts for correlated Big Data privacy	71
Exploring the form of big data products and the supporting systems	70
Operationalizing and automating Data Governance	68
Defining user spectra to classify Ethereum users based on their behavior	61
Domain-relevance of influence: characterizing variations in online influence across multiple domains on social media	61
Title2Vec: a contextual job title embedding for occupational named entity recognition and other applications	60
Classification of long-term clinical course of Parkinson’s disease using clustering algorithms on social support registry database	58
Prognostic stratification based on HIF-1α signaling for evaluating hypoxia status and immune landscape in hepatocellular carcinoma	55
Social media analysis of car parking behavior using similarity based clustering	54
Free trade as domestic, economic, and strategic issues: a big data analytics approach	54
Tabular and latent space synthetic data generation: a literature review	53
Context-aware prediction of active and passive user engagement: Evidence from a large online social platform	52
Detecting unregistered users through semi-supervised anomaly detection with similarity datasets	51
ASENN: attention-based selective embedding neural networks for road distress prediction	48
New custom rating for improving recommendation system performance	47
Memetic multilabel feature selection using pruned refinement process	46
A survey of graph convolutional networks (GCNs) in FPGA-based accelerators	46
CTGAN-ENN: a tabular GAN-based hybrid sampling method for imbalanced and overlapped data in customer churn prediction	45
Quality assurance strategies for machine learning applications in big data analytics: an overview	44
Sentiment analysis of Indonesian datasets based on a hybrid deep-learning strategy	44