Journal of Big Data

Article	Citations
Prognostic stratification based on HIF-1α signaling for evaluating hypoxia status and immune landscape in hepatocellular carcinoma	524
Domain-relevance of influence: characterizing variations in online influence across multiple domains on social media	380
Integrating deep learning and transfer learning: optimizing white blood cells classification in medical educational institutions	369
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	338
An artificial intelligence platform for predicting postoperative complications in metastatic spinal surgery: development and validation study	264
A universal approach for multi-model schema inference	230
Defining user spectra to classify Ethereum users based on their behavior	224
Designing and evaluating a big data analytics approach for predicting students’ success factors	221
Value-at-risk student prescription trees for price personalization	195
GB-AFS: graph-based automatic feature selection for multi-class classification via Mean Simplified Silhouette	186
Context-aware prediction of active and passive user engagement: Evidence from a large online social platform	179
Comprehensive study of driver behavior monitoring systems using computer vision and machine learning techniques	156
Identification of tumor antigens and anoikis-based molecular subtypes in the hepatocellular carcinoma immune microenvironment: implications for mRNA vaccine development and precision treatment	142
FONDUE—Fine-Tuned Optimization: Nurturing Data Usability & Efficiency	138
Gene selection via improved nuclear reaction optimization algorithm for cancer classification in high-dimensional data	135
Efficient pollen grain classification using pre-trained Convolutional Neural Networks: a comprehensive study	132
A proposed hybrid framework to improve the accuracy of customer churn prediction in telecom industry	123
The stability of different aggregation techniques in ensemble feature selection	122
Breast cancer prediction using gated attentive multimodal deep learning	121
A new dimensionality reduction technique based on the Wavelet Transform for cancer classification	120
Hybrid beluga whale optimization algorithm with multi-strategy for functions and engineering optimization problems	115
An adaptive k-means clustering algorithm based on grid and domain centroid weights for digital twins in the context of digital transformation	111
Big data in human behavior research: a contextual turn	111
Exploring differential privacy in CNNs, LSTMs, GRUs, and RNNs for heartbeat detection from multimodal data	109
Pre-trained transformer-based language models for Sundanese	87

Traffic and road conditions monitoring system using extracted information from Twitter	86
Artificial intelligence for improving Nitrogen Dioxide forecasting of Abu Dhabi environment agency ground-based stations	86
A unified IoT architectural model for smart hospitals: enhancing interoperability, security, and efficiency through clinical information systems (CIS)	85
The adaptive community-response (ACR) method for collecting misinformation on social media	82
Social media analysis of Twitter tweets related to ASD in 2019–2020, with particular attention to COVID-19: topic modelling and sentiment analysis	81
Deep-Eware: spatio-temporal social event detection using a hybrid learning model	77
DiabSense: early diagnosis of non-insulin-dependent diabetes mellitus using smartphone-based human activity recognition and diabetic retinopathy analysis with Graph Neural Network	76
Survey on terminology extraction from texts	76
A model for investment type recommender system based on the potential investors based on investors and experts feedback using ANFIS and MNN	76
Risk and UCON-based access control model for healthcare big data	72
An efficient binary spider wasp optimizer for multi-dimensional knapsack instances: experimental validation and analysis	71
Distributed fuzzy clustering algorithm for mixed-mode data in Apache SPARK	70
Advancing multimodal emotion recognition in big data through prompt engineering and deep adaptive learning	68
Artificial intelligence models for prediction of monthly rainfall without climatic data for meteorological stations in Ethiopia	67
Machine learning techniques to predict daily rainfall amount	64
The use of Big Data Analytics in healthcare	62
Review of deep learning methods for remote sensing satellite images classification: experimental survey and comparative analysis	61
Surface defect detection on bolt surface using a real-time fine-tuned YOLOv6 model	60
SMT efficiency in supervised ML methods: a throughput and interference analysis	60
Developing insights from the collective voice of target users in Twitter	58
Xai-driven knowledge distillation of large language models for efficient deployment on low-resource devices	55
Meta-transformer: leveraging metaheuristic algorithms for agricultural commodity price forecasting	54
Machine learning based customer churn prediction in home appliance rental business	52
Traffic flow prediction based on depthwise separable convolution fusion network	52
Hajj pilgrimage abnormal crowd movement monitoring using optical flow and FCNN	51
Predicting startup success using two bias-free machine learning: resolving data imbalance using generative adversarial networks	51
Contrastive self-supervised representation learning framework for metal surface defect detection	47
Disaggregating IMERG satellite precipitation over Czech Republic: an innovative approach using hybrid Extreme Gradient Boosting based on Fuzzy Spatial-Temporal Multivariate Clustering	47
Novel mathematical model for the classification of music and rhythmic genre using deep neural network	47
Scalable approach for high-resolution land cover: a case study in the Mediterranean Basin	46
Advancing stock price prediction through the development of hybrid ensembles: a comprehensive comparative analysis of machine learning approaches	45
IoT information theft prediction using ensemble feature selection	45
Fast agglomerative clustering using approximate traveling salesman solutions	45
Short-term photovoltaic power production forecasting based on novel hybrid data-driven models	45
From distributed machine to distributed deep learning: a comprehensive survey	45
Hybrid wrapper feature selection method based on genetic algorithm and extreme learning machine for intrusion detection	45
Advancing hospital healthcare: achieving IoT-based secure health monitoring through multilayer machine learning	45
Modeling the impact of BDA-AI on sustainable innovation ambidexterity and environmental performance	44
Part of speech tagging: a systematic review of deep learning and machine learning approaches	43
Efficient surface crack segmentation for industrial and civil applications based on an enhanced YOLOv8 model	43
Air-pollution prediction in smart city, deep learning approach	42
Machine learning-based network intrusion detection for big and imbalanced data using oversampling, stacking feature embedding and feature extraction	41
Optimizing IoT intrusion detection system: feature selection versus feature extraction in machine learning	41
Transforming OpenAPI Specification 3.0 documents into RDF-based semantic web services	40
Empowering sentiment analysis in social media: a comprehensive approach to enhance the classification of abusive Tamil comments using transformer models	38
PoLYTC: a novel BERT-based classifier to detect political leaning of YouTube videos based on their titles	37
Efficient spatial data partitioning for distributed $$k$$NN joins	37
The use of class imbalanced learning methods on ULSAM data to predict the case–control status in genome-wide association studies	37
Emotion AWARE: an artificial intelligence framework for adaptable, robust, explainable, and multi-granular emotion analysis	36
Churn management in hospitality	36

A novel ST-iTransformer model for spatio-temporal ambient air pollution forecasting	36
Enhancing cardiac diagnostics: a deep learning ensemble approach for precise ECG image classification	36
Multi combination pattern labeling by using deep learning for chameleon rotary machine environment	36
Governance and sustainability of distributed continuum systems: a big data approach	35
Self-organizing maps to evaluate optimal strategies for balancing binary class distributions: a methodological approach	35
Machine learning model for malaria risk prediction based on mutation location of large-scale genetic variation data	34
Fuzzy deep learning architecture for cucumber plant disease detection and classification	34
Siamese Graph Convolutional Split-Attention Network with NLP based Social Sentimental Data for enhanced stock price predictions	33
Enhancing academic performance prediction with temporal graph networks for massive open online courses	33
Comparative analysis of binary and one-class classification techniques for credit card fraud data	33
Advanced multilevel feature fusion framework for enhanced image retrieval using convolutional neural network and benchmark datasets	33
Metamorphosing forex: advancements in volatility forecasting using a modified fuzzy time series framework	33
Image captioning model using attention and object features to mimic human image understanding	32
Integration of image segmentation and fuzzy theory to improve the accuracy of damage detection areas in traffic accidents	31
Helformer: an attention-based deep learning model for cryptocurrency price forecasting	31
Multi-sample $$\zeta $$-mixup: richer, more realistic synthetic samples from a p-series interpolant	31
Privacy preserved incremental record linkage	31
Data pipeline approaches in serverless computing: a taxonomy, review, and research trends	30
Ramifications of incorrect image segmentations; emphasizing on the potential effects on deep learning methods failure	30
Adaptive multiple imputations of missing values using the class center	29
A deep learning-based framework for large-scale plant disease detection using big data analytics in precision agriculture	29
A deep contrastive learning-based image retrieval system for automatic detection of infectious cattle diseases	28
Deep features fusion for KCF-based moving object tracking	28
Liquid biopsy-based identification of prognostic and immunotherapeutically relevant gene signatures in lower grade glioma	27
Comprehensive review of artificial intelligence applications in renewable energy systems: current implementations and emerging trends	26
Determinating clusters with a higher proportion of long-term care discharges from hospitals: a nationwide Portuguese study using clustering and decision tree methods	26
Uncertainty-aware approach for multiple imputation using conventional and machine learning models: a real-world data study	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
Data augmentation for dense passage retrieval using corpus-passage frequency-based token deletion	26
Generative AI in depth: A survey of recent advances, model variants, and real-world applications	26
HepScope: CNN-based single-cell discrimination of malignant hepatocytes	25
Opinion mining for national security: techniques, domain applications, challenges and research opportunities	25
Optimizing group utility in itinerary planning: a strategic and crowd-aware approach	25
Distinguishing novel coronavirus influenza A virus pneumonia with CT radiomics and clinical features	24
Online variational Gaussian process for time series data	24
Identification of key drought-tolerant genes in soybean using an integrative data-driven feature engineering pipeline	24
Sentiment analysis classification system using hybrid BERT models	23
A novel sub-network level ensemble deep neural network with a regularized loss function to improve prediction performance	23
Text summarization based on semantic graphs: an abstract meaning representation graph-to-text deep learning approach	23
Deep learning for component fault detection in electricity transmission lines	23
Optical electrocardiogram based heart disease prediction using hybrid deep learning	23
A systematic review of AI-enhanced techniques in credit card fraud detection	23
Federated Freeze BERT for text classification	23
Stress detection using natural language processing and machine learning over social interactions	23
Tumor antigens and immune subtypes of glioblastoma: the fundamentals of mRNA vaccine and individualized immunotherapy development	23
A systematic review on big data applications and scope for industrial processing and healthcare sectors	23
Iterative cleaning and learning of big highly-imbalanced fraud data using unsupervised learning	22
Plant disease detection and classification techniques: a comparative study of the performances	22
The differences in gastric cancer epidemiological data between SEER and GBD: a joinpoint and age-period-cohort analysis	22
Spatial heterogeneities in acute lower respiratory infections prevalence and determinants across Ethiopian administrative zones	22
Data analysis for vague contingency data	22
Multi strategy Horned Lizard Optimization Algorithm for complex optimization and advanced feature selection problems	21
De-occlusion and recognition of frontal face images: a comparative study of multiple imputation methods	21
Extended version of decision making model for industrial robot selection via fractional continuous fuzzy information	21
Utilizing AI models to identify and predict phase transition patterns of bipolar disorder patients	21
Hyperdimensional computing: a framework for stochastic computation and symbolic AI	21
FEL-FRN: fusion ECA long-CLIP feature reconstruction network for few-shot classification	21
An enhanced random forest approach using CoClust clustering: MIMIC-III and SMS spam collection application	21
Evaluation is key: a survey on evaluation measures for synthetic time series	20
A machine learning-based credit risk prediction engine system using a stacked classifier and a filter-based feature selection method	20
Operationalizing and automating Data Governance	20
An enhanced machine learning framework for accurate diagnosis of tuberculous pleural effusion	20
Big data processing using hybrid Gaussian mixture model with salp swarm algorithm	20
Unsupervised label generation for severely imbalanced fraud data	20
A fuel consumption-based method for developing local-specific CO2 emission rate database using open-source big data	20
The state of metaverse research: a bibliometric visual analysis based on CiteSpace	20
Data reduction techniques for highly imbalanced medicare Big Data	20
Main memory controller with multiple media technologies for big data workloads	19
Unsupervised hyperspectral image segmentation of films: a hierarchical clustering-based approach	19
Hemorrhage semantic segmentation in fundus images for the diagnosis of diabetic retinopathy by using a convolutional neural network	19
An optimized hybrid ensemble machine learning model combining multiple classifiers for detecting advanced persistent threats in networks	19
Deep learning enhancing banking services: a hybrid transaction classification and cash flow prediction approach	19
Introducing Mplots: scaling time series recurrence plots to massive datasets	18
A real-time predicting online tool for detection of people’s emotions from Arabic tweets based on big data platforms	18
Potential for the use of large unstructured data resources by public innovation support institutions	18
Bilingual hate speech detection on social media: Amharic and Afaan Oromo	18
Accelerating neural network training with distributed asynchronous and selective optimization (DASO)	18
Transfer learning approach based on satellite image time series for the crop classification problem	18
Deep reinforcement learning for data-efficient weakly supervised business process anomaly detection	18

Machine learning-based turbulence-risk prediction method for the safe operation of aircrafts	18
Towards a deep learning-based outlier detection approach in the context of streaming data	18
Data analysis for sequential contingencies under uncertainty	18
Scalable and space-efficient Robust Matroid Center algorithms	17
Capturing research literature attitude towards sustainable development goals: an LLM-based topic modeling approach	17
Combining review elements for modelling various multi-criteria collaborative recommendation models	17
Machine learning-based interactive dynamic resilience assessment for complex hydropower systems	17
Multi-level lag scheme significantly improves training efficiency in deep learning: a case study in air quality alert service over sub-tropical area	17
Readers’ affect: predicting and understanding readers’ emotions with deep learning	17
Big data: an optimized approach for cluster initialization	17
Evaluation of predictive performance of modeling hyperuricemia using medical big data: comparison of data preprocessing methods	17
Learning manifolds from non-stationary streams	16
Decision support system for handling control decisions and decision-maker related to supply chain	16
Photograph-based machine learning approach for automated detection and differentiation of aerial blight disease in soybean crops	16
Axial compressive behavior of reinforced concrete-filled circular steel tubular columns: finite element and machine learning modelling	16
Student academic performance prediction via hypergraph and TabNet	16
Breast cancer diagnosis with MFF-HistoNet: a multi-modal feature fusion network integrating CNNs and quantum tensor networks	16
An efficient weighted slime mould algorithm for engineering optimization	16
Leveraging ensemble learning-based stock preselection with multiobjective investment optimization for stepwise decision-supported portfolio management	16
RILS-ROLS: robust symbolic regression via iterated local search and ordinary least squares	16
IGRF-RFE: a hybrid feature selection method for MLP-based network intrusion detection on UNSW-NB15 dataset	16
The wisdom of the lexicon crowds: leveraging on decades of lexicon-based sentiment analysis for improved results	15
Enhancing public art communication through emotional intelligence based on type-2 fractional fuzzy sets	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
Application of supervised machine learning models in human emotion classification using Tsallis entropy as a feature	15
Fitcam: detecting and counting repetitive exercises with deep learning	15
A computational analysis of aspect-based sentiment analysis research through bibliometric mapping and topic modeling	15
Blind Federated Learning without initial model	15
Advanced machine learning techniques for cardiovascular disease early detection and diagnosis	15
Artifact-free fat-water separation in Dixon MRI using deep learning	15
Modeling the public attitude towards organic foods: a big data and text mining approach	14
Computational methods for predicting the outcome of thoracic transplantation	14
Big social data as a service (BSDaaS): a service composition framework for social media analysis	14
Addressing big data variety using an automated approach for data characterization	14
Cyberattack detection in wireless sensor networks using a hybrid feature reduction technique with AI and machine learning methods	14
IDC: quantitative evaluation benchmark of interpretation methods for deep text classification models	14
Multivariate response directional regression: a projective resampling approach	14
An integrated model for evaluation of big data challenges and analytical methods in recommender systems	14
Exploring AI-driven approaches for unstructured document analysis and future horizons	14
A scalable association rule learning and recommendation algorithm for large-scale microarray datasets	14
Unified platform for storing, retrieving, and analysing biomechanical applications data using graph database	14
Advances in ECG and PCG-based cardiovascular disease classification: a review of deep learning and machine learning methods	13
Trends in real-time artificial intelligence methods in sports: a systematic review	13
Architecture for determining the cleanliness in shared vehicles using an integrated machine vision and indoor air quality-monitoring system	13
Application of deep learning technique in next generation sequence experiments	13
Awareness routing algorithm in vehicular ad-hoc networks (VANETs)	13
Optimal Markowitz portfolio using returns forecasted with time series and machine learning models	13
Feature selection strategies: a comparative analysis of SHAP-value and importance-based methods	13
Bilingual video captioning model for enhanced video retrieval	13
Task-aware conditional GAN with multi-objective loss for realistic and efficient industrial time series generation	13
DLA-E: a deep learning accelerator for endoscopic images classification	13
A novel approach for detecting deep fake videos using graph neural network	13
Enhanced credit card fraud detection based on attention mechanism and LSTM deep model	13
Attribute annotation and bias evaluation in visual datasets for autonomous driving	13
Predicting clinical outcomes of radiotherapy for head and neck squamous cell carcinoma patients using machine learning algorithms	13
Optimization-based convolutional neural model for the classification of white blood cells	13
AI-driven biomedical perspectives on mental fatigue in the post-COVID-19 Era: trends, research gaps, and future directions	13
Facial emotion recognition using deep Siamese neural networks: multi-classifier fusion for single-emotion and multi-emotion models across age groups	13
Retinal photograph-based deep learning system for detection of hyperthyroidism: a multicenter, diagnostic study	13
A multi-manifold learning based instance weighting and under-sampling for imbalanced data classification problems	12
Unsupervised feature selection and class labeling for credit card fraud	12
Toward a smart health: big data analytics and IoT for real-time miscarriage prediction	12
The power of big data mining to improve the health care system in the United Arab Emirates	12
‘Everything is data’: towards one big data ecosystem using multiple sources of data on higher education in Indonesia	12
Aspect-level sentiment classification with fused local and global context	12
Personalized region of interest recommendation through adaptive fusion of multi-dimensional user preferences	12
B-CAT: a model for detecting botnet attacks using deep attack behavior analysis on network traffic flows	12
Developing a negative speech emotion recognition model for safety systems using deep learning	12
DAPS diagrams for defining Data Science projects	12
A canonical model for seasonal climate prediction using Big Data	12
Simulating imprecise data: sine–cosine and convolution methods with neutrosophic normal distribution	12
CMMamba: channel mixing Mamba for time series forecasting	12
Data generation and application using the neutrosophic Erlang distribution	11
Automatic diagnosis of keratitis using object localization combined with cost-sensitive deep attention convolutional neural network	11
Towards precision in IoT-based healthcare systems: a hybrid optimized framework for big data classification	11
A toolbox for volleyball data analytics: a case study on the italian women’s league	11
An ensemble method for estimating the number of clusters in a big data set using multiple random samples	11
Adapting transformer-based language models for heart disease detection and risk factors extraction	11
An LLM-guided platform for multi-granular collection and management of data provenance	11
A multi-dimensional hierarchical evaluation system for data quality in trustworthy AI	11
Identifying key genetic variants in Alzheimer’s disease progression using Graph Convolutional Networks (GCN) and biological impact analysis	11
Minimum threshold determination method based on dataset characteristics in association rule mining	11
HyGraph: a subgraph isomorphism algorithm for efficiently querying big graph databases	11
Enhancing Byzantine robustness of federated learning via tripartite adaptive authentication	11
Where you go is who you are: a study on machine learning based semantic privacy attacks	11
Detecting Denial of Service attacks using machine learning algorithms	11
Survey of transformers and towards ensemble learning using transformers for natural language processing	11
Poisson logit hurdle model with associated factors of perinatal mortality in Ethiopia	10
Detecting unregistered users through semi-supervised anomaly detection with similarity datasets	10
ASENN: attention-based selective embedding neural networks for road distress prediction	10
An enhanced alpha evolution moss growth optimizer for prognostic prediction in spontaneous intracerebral hemorrhage	10
Automatic identification and classification of pediatric glomerulonephritis on ultrasound images based on deep learning and radiomics	10
Classification of long-term clinical course of Parkinson’s disease using clustering algorithms on social support registry database	10
A scheduling algorithm to maximize storm throughput in heterogeneous cluster	10