Journal of Big Data

Article	Citations
Prognostic stratification based on HIF-1α signaling for evaluating hypoxia status and immune landscape in hepatocellular carcinoma	558
Domain-relevance of influence: characterizing variations in online influence across multiple domains on social media	397
Integrating deep learning and transfer learning: optimizing white blood cells classification in medical educational institutions	384
Long-term survival prediction in patients with acute brain lesions using ensemble machine learning algorithms: a cohort study with combined national health insurance service and its self-run hospital	355
An artificial intelligence platform for predicting postoperative complications in metastatic spinal surgery: development and validation study	302
A universal approach for multi-model schema inference	268
Context-aware prediction of active and passive user engagement: Evidence from a large online social platform	237
Data provider research overview from a public management perspective: a bibliometric analysis utilizing CiteSpace	233
Gene selection via improved nuclear reaction optimization algorithm for cancer classification in high-dimensional data	219
Identification of tumor antigens and anoikis-based molecular subtypes in the hepatocellular carcinoma immune microenvironment: implications for mRNA vaccine development and precision treatment	200
A proposed hybrid framework to improve the accuracy of customer churn prediction in telecom industry	199
Efficient pollen grain classification using pre-trained Convolutional Neural Networks: a comprehensive study	160
FONDUE—Fine-Tuned Optimization: Nurturing Data Usability & Efficiency	153
Designing and evaluating a big data analytics approach for predicting students’ success factors	151
Value-at-risk student prescription trees for price personalization	139
A new dimensionality reduction technique based on the Wavelet Transform for cancer classification	135
Comprehensive study of driver behavior monitoring systems using computer vision and machine learning techniques	134
GB-AFS: graph-based automatic feature selection for multi-class classification via Mean Simplified Silhouette	132
Defining user spectra to classify Ethereum users based on their behavior	128
The stability of different aggregation techniques in ensemble feature selection	127
Hybrid beluga whale optimization algorithm with multi-strategy for functions and engineering optimization problems	125
Breast cancer prediction using gated attentive multimodal deep learning	120
Big data in human behavior research: a contextual turn	113
Exploring differential privacy in CNNs, LSTMs, GRUs, and RNNs for heartbeat detection from multimodal data	112
The adaptive community-response (ACR) method for collecting misinformation on social media	98

Pre-trained transformer-based language models for Sundanese	96
Deep-Eware: spatio-temporal social event detection using a hybrid learning model	90
DiabSense: early diagnosis of non-insulin-dependent diabetes mellitus using smartphone-based human activity recognition and diabetic retinopathy analysis with Graph Neural Network	89
Traffic and road conditions monitoring system using extracted information from Twitter	88
An efficient binary spider wasp optimizer for multi-dimensional knapsack instances: experimental validation and analysis	86
Survey on terminology extraction from texts	79
A model for investment type recommender system based on the potential investors based on investors and experts feedback using ANFIS and MNN	79
An adaptive k-means clustering algorithm based on grid and domain centroid weights for digital twins in the context of digital transformation	78
A unified IoT architectural model for smart hospitals: enhancing interoperability, security, and efficiency through clinical information systems (CIS)	78
Social media analysis of Twitter tweets related to ASD in 2019–2020, with particular attention to COVID-19: topic modelling and sentiment analysis	77
Artificial intelligence for improving Nitrogen Dioxide forecasting of Abu Dhabi environment agency ground-based stations	74
Advancing multimodal emotion recognition in big data through prompt engineering and deep adaptive learning	73
Artificial intelligence models for prediction of monthly rainfall without climatic data for meteorological stations in Ethiopia	71
Machine learning techniques to predict daily rainfall amount	69
Review of deep learning methods for remote sensing satellite images classification: experimental survey and comparative analysis	67
Risk and UCON-based access control model for healthcare big data	64
The use of Big Data Analytics in healthcare	63
Distributed fuzzy clustering algorithm for mixed-mode data in Apache SPARK	62
Surface defect detection on bolt surface using a real-time fine-tuned YOLOv6 model	62
SMT efficiency in supervised ML methods: a throughput and interference analysis	62
Developing insights from the collective voice of target users in Twitter	59
Fast agglomerative clustering using approximate traveling salesman solutions	55
Novel mathematical model for the classification of music and rhythmic genre using deep neural network	54
Scalable approach for high-resolution land cover: a case study in the Mediterranean Basin	53
Xai-driven knowledge distillation of large language models for efficient deployment on low-resource devices	53
Advancing stock price prediction through the development of hybrid ensembles: a comprehensive comparative analysis of machine learning approaches	52
Contrastive self-supervised representation learning framework for metal surface defect detection	51
Short-term photovoltaic power production forecasting based on novel hybrid data-driven models	49
Machine learning based customer churn prediction in home appliance rental business	48
Predicting startup success using two bias-free machine learning: resolving data imbalance using generative adversarial networks	48
Traffic flow prediction based on depthwise separable convolution fusion network	48
Hajj pilgrimage abnormal crowd movement monitoring using optical flow and FCNN	47
Efficient surface crack segmentation for industrial and civil applications based on an enhanced YOLOv8 model	47
Advancing hospital healthcare: achieving IoT-based secure health monitoring through multilayer machine learning	47
Air-pollution prediction in smart city, deep learning approach	47
IoT information theft prediction using ensemble feature selection	46
Hybrid wrapper feature selection method based on genetic algorithm and extreme learning machine for intrusion detection	46
Part of speech tagging: a systematic review of deep learning and machine learning approaches	46
Disaggregating IMERG satellite precipitation over Czech Republic: an innovative approach using hybrid Extreme Gradient Boosting based on Fuzzy Spatial-Temporal Multivariate Clustering	45
Meta-transformer: leveraging metaheuristic algorithms for agricultural commodity price forecasting	44
From distributed machine to distributed deep learning: a comprehensive survey	40
Optimizing IoT intrusion detection system: feature selection versus feature extraction in machine learning	40
Modeling the impact of BDA-AI on sustainable innovation ambidexterity and environmental performance	40
Machine learning-based network intrusion detection for big and imbalanced data using oversampling, stacking feature embedding and feature extraction	40
Empowering sentiment analysis in social media: a comprehensive approach to enhance the classification of abusive Tamil comments using transformer models	39
Transforming OpenAPI Specification 3.0 documents into RDF-based semantic web services	39
Efficient spatial data partitioning for distributed $$k$$NN joins	38
Siamese Graph Convolutional Split-Attention Network with NLP based Social Sentimental Data for enhanced stock price predictions	38
PoLYTC: a novel BERT-based classifier to detect political leaning of YouTube videos based on their titles	38
Helformer: an attention-based deep learning model for cryptocurrency price forecasting	37

A novel ST-iTransformer model for spatio-temporal ambient air pollution forecasting	37
Enhancing academic performance prediction with temporal graph networks for massive open online courses	37
Fuzzy deep learning architecture for cucumber plant disease detection and classification	37
Metamorphosing forex: advancements in volatility forecasting using a modified fuzzy time series framework	36
Churn management in hospitality	36
Emotion AWARE: an artificial intelligence framework for adaptable, robust, explainable, and multi-granular emotion analysis	36
Enhanced ransomware attacks detection using feature selection, sensitivity analysis, and optimized hybrid model	36
Governance and sustainability of distributed continuum systems: a big data approach	35
Advanced multilevel feature fusion framework for enhanced image retrieval using convolutional neural network and benchmark datasets	35
Enhancing cardiac diagnostics: a deep learning ensemble approach for precise ECG image classification	35
Comparative analysis of binary and one-class classification techniques for credit card fraud data	34
The use of class imbalanced learning methods on ULSAM data to predict the case–control status in genome-wide association studies	34
Machine learning model for malaria risk prediction based on mutation location of large-scale genetic variation data	34
Self-organizing maps to evaluate optimal strategies for balancing binary class distributions: a methodological approach	32
Image captioning model using attention and object features to mimic human image understanding	32
Multi combination pattern labeling by using deep learning for chameleon rotary machine environment	32
Multi-sample $$\zeta $$-mixup: richer, more realistic synthetic samples from a p-series interpolant	31
Privacy preserved incremental record linkage	31
A deep learning-based framework for large-scale plant disease detection using big data analytics in precision agriculture	30
Ramifications of incorrect image segmentations; emphasizing on the potential effects on deep learning methods failure	30
Deep features fusion for KCF-based moving object tracking	29
Liquid biopsy-based identification of prognostic and immunotherapeutically relevant gene signatures in lower grade glioma	28
Optimizing group utility in itinerary planning: a strategic and crowd-aware approach	28
Determinating clusters with a higher proportion of long-term care discharges from hospitals: a nationwide Portuguese study using clustering and decision tree methods	28
Generative AI in depth: A survey of recent advances, model variants, and real-world applications	27
Uncertainty-aware approach for multiple imputation using conventional and machine learning models: a real-world data study	27
Data augmentation for dense passage retrieval using corpus-passage frequency-based token deletion	27
Adaptive multiple imputations of missing values using the class center	27
Data pipeline approaches in serverless computing: a taxonomy, review, and research trends	26
A deep contrastive learning-based image retrieval system for automatic detection of infectious cattle diseases	26
Online variational Gaussian process for time series data	26
HepScope: CNN-based single-cell discrimination of malignant hepatocytes	26
Opinion mining for national security: techniques, domain applications, challenges and research opportunities	26
Comprehensive review of artificial intelligence applications in renewable energy systems: current implementations and emerging trends	26
Distinguishing novel coronavirus influenza A virus pneumonia with CT radiomics and clinical features	26
Big Data Analytics-based life cycle sustainability assessment for sustainable manufacturing enterprises evaluation	26
Research on sentiment analysis method of opinion mining based on multi-model fusion transfer learning	26
Sentiment analysis classification system using hybrid BERT models	26
Deep learning for component fault detection in electricity transmission lines	25
A novel sub-network level ensemble deep neural network with a regularized loss function to improve prediction performance	25
Identification of key drought-tolerant genes in soybean using an integrative data-driven feature engineering pipeline	24
Tumor antigens and immune subtypes of glioblastoma: the fundamentals of mRNA vaccine and individualized immunotherapy development	24
A systematic review on big data applications and scope for industrial processing and healthcare sectors	24
Optical electrocardiogram based heart disease prediction using hybrid deep learning	24
A systematic review of AI-enhanced techniques in credit card fraud detection	24
Federated Freeze BERT for text classification	23
Plant disease detection and classification techniques: a comparative study of the performances	23
Extended version of decision making model for industrial robot selection via fractional continuous fuzzy information	23
The differences in gastric cancer epidemiological data between SEER and GBD: a joinpoint and age-period-cohort analysis	23
Enhancing data discovery with contextual pre-filtering	23
Data analysis for vague contingency data	23
An enhanced machine learning framework for accurate diagnosis of tuberculous pleural effusion	23
Text summarization based on semantic graphs: an abstract meaning representation graph-to-text deep learning approach	23
Stress detection using natural language processing and machine learning over social interactions	23
Utilizing AI models to identify and predict phase transition patterns of bipolar disorder patients	23
Unsupervised label generation for severely imbalanced fraud data	23
Spatial heterogeneities in acute lower respiratory infections prevalence and determinants across Ethiopian administrative zones	22
Text-to-video generators: a comprehensive survey	22
Multi strategy Horned Lizard Optimization Algorithm for complex optimization and advanced feature selection problems	22
FEL-FRN: fusion ECA long-CLIP feature reconstruction network for few-shot classification	22
The evolution of the European football transfer network	21
The state of metaverse research: a bibliometric visual analysis based on CiteSpace	21
Operationalizing and automating Data Governance	21
Big data processing using hybrid Gaussian mixture model with salp swarm algorithm	21
Hemorrhage semantic segmentation in fundus images for the diagnosis of diabetic retinopathy by using a convolutional neural network	21
A fuel consumption-based method for developing local-specific CO2 emission rate database using open-source big data	21
Iterative cleaning and learning of big highly-imbalanced fraud data using unsupervised learning	21
Unsupervised hyperspectral image segmentation of films: a hierarchical clustering-based approach	21
De-occlusion and recognition of frontal face images: a comparative study of multiple imputation methods	20
Evaluation is key: a survey on evaluation measures for synthetic time series	20
Block-level masking and feature importance-based adversarial example generation	20
A machine learning-based credit risk prediction engine system using a stacked classifier and a filter-based feature selection method	20
An enhanced random forest approach using CoClust clustering: MIMIC-III and SMS spam collection application	19
Hyperdimensional computing: a framework for stochastic computation and symbolic AI	19
Deep learning enhancing banking services: a hybrid transaction classification and cash flow prediction approach	19
Main memory controller with multiple media technologies for big data workloads	19
Data reduction techniques for highly imbalanced medicare Big Data	19
Evaluation of predictive performance of modeling hyperuricemia using medical big data: comparison of data preprocessing methods	18
Potential for the use of large unstructured data resources by public innovation support institutions	18
Machine learning-based interactive dynamic resilience assessment for complex hydropower systems	18

Scalable and space-efficient Robust Matroid Center algorithms	18
Readers’ affect: predicting and understanding readers’ emotions with deep learning	18
Combining review elements for modelling various multi-criteria collaborative recommendation models	18
Multi-level lag scheme significantly improves training efficiency in deep learning: a case study in air quality alert service over sub-tropical area	18
Data analysis for sequential contingencies under uncertainty	18
Capturing research literature attitude towards sustainable development goals: an LLM-based topic modeling approach	18
Axial compressive behavior of reinforced concrete-filled circular steel tubular columns: finite element and machine learning modelling	18
A real-time predicting online tool for detection of people’s emotions from Arabic tweets based on big data platforms	17
RILS-ROLS: robust symbolic regression via iterated local search and ordinary least squares	17
Information preservation-based hashing for image retrieval	17
Deep reinforcement learning for data-efficient weakly supervised business process anomaly detection	17
Accelerating neural network training with distributed asynchronous and selective optimization (DASO)	17
Machine learning-based turbulence-risk prediction method for the safe operation of aircrafts	17
Introducing Mplots: scaling time series recurrence plots to massive datasets	17
Big data: an optimized approach for cluster initialization	17
Bilingual hate speech detection on social media: Amharic and Afaan Oromo	17
IGRF-RFE: a hybrid feature selection method for MLP-based network intrusion detection on UNSW-NB15 dataset	16
An optimized hybrid ensemble machine learning model combining multiple classifiers for detecting advanced persistent threats in networks	16
Photograph-based machine learning approach for automated detection and differentiation of aerial blight disease in soybean crops	16
Towards a deep learning-based outlier detection approach in the context of streaming data	16
Breast cancer diagnosis with MFF-HistoNet: a multi-modal feature fusion network integrating CNNs and quantum tensor networks	16
Transfer learning approach based on satellite image time series for the crop classification problem	16
An efficient weighted slime mould algorithm for engineering optimization	16
Enhancing public art communication through emotional intelligence based on type-2 fractional fuzzy sets	15
IDC: quantitative evaluation benchmark of interpretation methods for deep text classification models	15
Blind Federated Learning without initial model	15
Fitcam: detecting and counting repetitive exercises with deep learning	15
Data engineering for sustainable agriculture: developments, challenges, and case studies of a novel IoRT architecture	15
A unified representation and transformation of multi-model data using category theory	15
Leveraging ensemble learning-based stock preselection with multiobjective investment optimization for stepwise decision-supported portfolio management	15
Computational methods for predicting the outcome of thoracic transplantation	15
A computational analysis of aspect-based sentiment analysis research through bibliometric mapping and topic modeling	15
Exploring AI-driven approaches for unstructured document analysis and future horizons	15
Application of supervised machine learning models in human emotion classification using Tsallis entropy as a feature	15
Student academic performance prediction via hypergraph and TabNet	15
Decision support system for handling control decisions and decision-maker related to supply chain	15
Learning manifolds from non-stationary streams	15
Modeling the public attitude towards organic foods: a big data and text mining approach	15
The wisdom of the lexicon crowds: leveraging on decades of lexicon-based sentiment analysis for improved results	15