Journal of Big Data

Article	Citations
GB-AFS: graph-based automatic feature selection for multi-class classification via Mean Simplified Silhouette	650
Domain-relevance of influence: characterizing variations in online influence across multiple domains on social media	467
Prognostic stratification based on HIF-1α signaling for evaluating hypoxia status and immune landscape in hepatocellular carcinoma	347
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	327
Value-at-risk student prescription trees for price personalization	294
A new dimensionality reduction technique based on the Wavelet Transform for cancer classification	210
An artificial intelligence platform for predicting postoperative complications in metastatic spinal surgery: development and validation study	208
Defining user spectra to classify Ethereum users based on their behavior	199
Identification of tumor antigens and anoikis-based molecular subtypes in the hepatocellular carcinoma immune microenvironment: implications for mRNA vaccine development and precision treatment	175
A universal approach for multi-model schema inference	154
A proposed hybrid framework to improve the accuracy of customer churn prediction in telecom industry	148
Context-aware prediction of active and passive user engagement: Evidence from a large online social platform	148
Integrating deep learning and transfer learning: optimizing white blood cells classification in medical educational institutions	140
FONDUE—Fine-Tuned Optimization: Nurturing Data Usability & Efficiency	134
Gene selection via improved nuclear reaction optimization algorithm for cancer classification in high-dimensional data	131
Designing and evaluating a big data analytics approach for predicting students’ success factors	127
A novel sensitivity-based method for feature selection	120
Hybrid beluga whale optimization algorithm with multi-strategy for functions and engineering optimization problems	110
Breast cancer prediction using gated attentive multimodal deep learning	110
The stability of different aggregation techniques in ensemble feature selection	103
Efficient pollen grain classification using pre-trained Convolutional Neural Networks: a comprehensive study	103
Comprehensive study of driver behavior monitoring systems using computer vision and machine learning techniques	103
Distributed fuzzy clustering algorithm for mixed-mode data in Apache SPARK	102
Big data in human behavior research: a contextual turn	99
An efficient binary spider wasp optimizer for multi-dimensional knapsack instances: experimental validation and analysis	97

DiabSense: early diagnosis of non-insulin-dependent diabetes mellitus using smartphone-based human activity recognition and diabetic retinopathy analysis with Graph Neural Network	90
Artificial intelligence models for prediction of monthly rainfall without climatic data for meteorological stations in Ethiopia	79
Survey on terminology extraction from texts	75
A model for investment type recommender system based on the potential investors based on investors and experts feedback using ANFIS and MNN	75
Artificial intelligence for improving Nitrogen Dioxide forecasting of Abu Dhabi environment agency ground-based stations	73
A unified IoT architectural model for smart hospitals: enhancing interoperability, security, and efficiency through clinical information systems (CIS)	72
Traffic and road conditions monitoring system using extracted information from Twitter	69
Risk and UCON-based access control model for healthcare big data	69
An adaptive k-means clustering algorithm based on grid and domain centroid weights for digital twins in the context of digital transformation	68
Social media analysis of Twitter tweets related to ASD in 2019–2020, with particular attention to COVID-19: topic modelling and sentiment analysis	67
The adaptive community-response (ACR) method for collecting misinformation on social media	65
Advancing multimodal emotion recognition in big data through prompt engineering and deep adaptive learning	64
Machine learning techniques to predict daily rainfall amount	61
Pre-trained transformer-based language models for Sundanese	59
Review of deep learning methods for remote sensing satellite images classification: experimental survey and comparative analysis	59
Deep-Eware: spatio-temporal social event detection using a hybrid learning model	56
The use of Big Data Analytics in healthcare	56
SMT efficiency in supervised ML methods: a throughput and interference analysis	54
Hajj pilgrimage abnormal crowd movement monitoring using optical flow and FCNN	53
Contrastive self-supervised representation learning framework for metal surface defect detection	53
Traffic flow prediction based on depthwise separable convolution fusion network	51
Disaggregating IMERG satellite precipitation over Czech Republic: an innovative approach using hybrid Extreme Gradient Boosting based on Fuzzy Spatial-Temporal Multivariate Clustering	49
IoT information theft prediction using ensemble feature selection	49
Scalable approach for high-resolution land cover: a case study in the Mediterranean Basin	49
Fast agglomerative clustering using approximate traveling salesman solutions	48
Novel mathematical model for the classification of music and rhythmic genre using deep neural network	48
Efficient surface crack segmentation for industrial and civil applications based on an enhanced YOLOv8 model	47
Surface defect detection on bolt surface using a real-time fine-tuned YOLOv6 model	47
Xai-driven knowledge distillation of large language models for efficient deployment on low-resource devices	46
Modeling the impact of BDA-AI on sustainable innovation ambidexterity and environmental performance	45
Meta-transformer: leveraging metaheuristic algorithms for agricultural commodity price forecasting	45
Machine learning-based network intrusion detection for big and imbalanced data using oversampling, stacking feature embedding and feature extraction	44
Air-pollution prediction in smart city, deep learning approach	44
Predicting startup success using two bias-free machine learning: resolving data imbalance using generative adversarial networks	44
From distributed machine to distributed deep learning: a comprehensive survey	44
Hybrid wrapper feature selection method based on genetic algorithm and extreme learning machine for intrusion detection	43
Short-term photovoltaic power production forecasting based on novel hybrid data-driven models	42
Advancing hospital healthcare: achieving IoT-based secure health monitoring through multilayer machine learning	41
Part of speech tagging: a systematic review of deep learning and machine learning approaches	41
Developing insights from the collective voice of target users in Twitter	40
Machine learning based customer churn prediction in home appliance rental business	40
Metamorphosing forex: advancements in volatility forecasting using a modified fuzzy time series framework	40
Optimizing IoT intrusion detection system: feature selection versus feature extraction in machine learning	40
Transforming OpenAPI Specification 3.0 documents into RDF-based semantic web services	39
A novel ST-iTransformer model for spatio-temporal ambient air pollution forecasting	39
Multi combination pattern labeling by using deep learning for chameleon rotary machine environment	39
Churn management in hospitality	38
The use of class imbalanced learning methods on ULSAM data to predict the case–control status in genome-wide association studies	36
Enhancing cardiac diagnostics: a deep learning ensemble approach for precise ECG image classification	36
Self-organizing maps to evaluate optimal strategies for balancing binary class distributions: a methodological approach	36

Fuzzy deep learning architecture for cucumber plant disease detection and classification	35
PoLYTC: a novel BERT-based classifier to detect political leaning of YouTube videos based on their titles	35
Emotion AWARE: an artificial intelligence framework for adaptable, robust, explainable, and multi-granular emotion analysis	35
Machine learning model for malaria risk prediction based on mutation location of large-scale genetic variation data	35
Efficient spatial data partitioning for distributed $$k$$NN joins	34
Comparative analysis of binary and one-class classification techniques for credit card fraud data	33
Enhancing academic performance prediction with temporal graph networks for massive open online courses	33
Image captioning model using attention and object features to mimic human image understanding	33
Empowering sentiment analysis in social media: a comprehensive approach to enhance the classification of abusive Tamil comments using transformer models	32
Siamese Graph Convolutional Split-Attention Network with NLP based Social Sentimental Data for enhanced stock price predictions	32
Helformer: an attention-based deep learning model for cryptocurrency price forecasting	31
Governance and sustainability of distributed continuum systems: a big data approach	31
Ramifications of incorrect image segmentations; emphasizing on the potential effects on deep learning methods failure	31
Multi-sample $$\zeta $$-mixup: richer, more realistic synthetic samples from a p-series interpolant	30
Integration of image segmentation and fuzzy theory to improve the accuracy of damage detection areas in traffic accidents	29
Privacy preserved incremental record linkage	28
Optimizing group utility in itinerary planning: a strategic and crowd-aware approach	28
Opinion mining for national security: techniques, domain applications, challenges and research opportunities	28
A deep learning-based framework for large-scale plant disease detection using big data analytics in precision agriculture	28
Normalization and outlier removal in class center-based firefly algorithm for missing value imputation	27
Uncertainty-aware approach for multiple imputation using conventional and machine learning models: a real-world data study	27
Comprehensive review of artificial intelligence applications in renewable energy systems: current implementations and emerging trends	27
Liquid biopsy-based identification of prognostic and immunotherapeutically relevant gene signatures in lower grade glioma	26
A deep contrastive learning-based image retrieval system for automatic detection of infectious cattle diseases	26
Big Data Analytics-based life cycle sustainability assessment for sustainable manufacturing enterprises evaluation	26
Data pipeline approaches in serverless computing: a taxonomy, review, and research 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
Deep features fusion for KCF-based moving object tracking	25
Research on sentiment analysis method of opinion mining based on multi-model fusion transfer learning	25
Data augmentation for dense passage retrieval using corpus-passage frequency-based token deletion	25
Adaptive multiple imputations of missing values using the class center	25
Online variational Gaussian process for time series data	24
Text summarization based on semantic graphs: an abstract meaning representation graph-to-text deep learning approach	24
HepScope: CNN-based single-cell discrimination of malignant hepatocytes	24
Distinguishing novel coronavirus influenza A virus pneumonia with CT radiomics and clinical features	24
Identification of key drought-tolerant genes in soybean using an integrative data-driven feature engineering pipeline	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
A novel sub-network level ensemble deep neural network with a regularized loss function to improve prediction performance	23
Stress detection using natural language processing and machine learning over social interactions	23
Federated Freeze BERT for text classification	23
Deep learning for component fault detection in electricity transmission lines	23
Tumor antigens and immune subtypes of glioblastoma: the fundamentals of mRNA vaccine and individualized immunotherapy development	22
Data analysis for vague contingency data	21
A systematic review on big data applications and scope for industrial processing and healthcare sectors	21
Plant disease detection and classification techniques: a comparative study of the performances	21
Deep learning for emotion analysis in Arabic tweets	21
A fuel consumption-based method for developing local-specific CO2 emission rate database using open-source big data	21
Sentiment analysis classification system using hybrid BERT models	21
An enhanced machine learning framework for accurate diagnosis of tuberculous pleural effusion	20
Evaluation is key: a survey on evaluation measures for synthetic time series	20
FEL-FRN: fusion ECA long-CLIP feature reconstruction network for few-shot classification	20
Utilizing AI models to identify and predict phase transition patterns of bipolar disorder patients	20
Dissimilarity space reinforced with manifold learning and latent space modeling for improved pattern classification	20
Spatial heterogeneities in acute lower respiratory infections prevalence and determinants across Ethiopian administrative zones	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
Operationalizing and automating Data Governance	19
Extended version of decision making model for industrial robot selection via fractional continuous fuzzy information	19
Deep learning enhancing banking services: a hybrid transaction classification and cash flow prediction approach	19
Multi strategy Horned Lizard Optimization Algorithm for complex optimization and advanced feature selection problems	19
Hemorrhage semantic segmentation in fundus images for the diagnosis of diabetic retinopathy by using a convolutional neural network	18
Iterative cleaning and learning of big highly-imbalanced fraud data using unsupervised learning	18
Unsupervised label generation for severely imbalanced fraud data	18
The differences in gastric cancer epidemiological data between SEER and GBD: a joinpoint and age-period-cohort analysis	18
Unsupervised hyperspectral image segmentation of films: a hierarchical clustering-based approach	18
De-occlusion and recognition of frontal face images: a comparative study of multiple imputation methods	18
Main memory controller with multiple media technologies for big data workloads	17
Data reduction techniques for highly imbalanced medicare Big Data	17
The state of metaverse research: a bibliometric visual analysis based on CiteSpace	17
An efficient weighted slime mould algorithm for engineering optimization	17
Bilingual hate speech detection on social media: Amharic and Afaan Oromo	17
A machine learning-based credit risk prediction engine system using a stacked classifier and a filter-based feature selection method	17
Data analysis for sequential contingencies under uncertainty	17
Breast cancer diagnosis with MFF-HistoNet: a multi-modal feature fusion network integrating CNNs and quantum tensor networks	17
Big data processing using hybrid Gaussian mixture model with salp swarm algorithm	17
Evaluation of predictive performance of modeling hyperuricemia using medical big data: comparison of data preprocessing methods	16
Towards a deep learning-based outlier detection approach in the context of streaming data	16
Scalable and space-efficient Robust Matroid Center algorithms	16
Readers’ affect: predicting and understanding readers’ emotions with deep learning	16

Transfer learning approach based on satellite image time series for the crop classification problem	16
Combining review elements for modelling various multi-criteria collaborative recommendation models	16
Machine learning-based interactive dynamic resilience assessment for complex hydropower systems	16
Accelerating neural network training with distributed asynchronous and selective optimization (DASO)	16
Computational methods for predicting the outcome of thoracic transplantation	15
IGRF-RFE: a hybrid feature selection method for MLP-based network intrusion detection on UNSW-NB15 dataset	15
Capturing research literature attitude towards sustainable development goals: an LLM-based topic modeling approach	15
A real-time predicting online tool for detection of people’s emotions from Arabic tweets based on big data platforms	15
Decision support system for handling control decisions and decision-maker related to supply chain	15
Potential for the use of large unstructured data resources by public innovation support institutions	15
Introducing Mplots: scaling time series recurrence plots to massive datasets	15
Photograph-based machine learning approach for automated detection and differentiation of aerial blight disease in soybean crops	15
Big data: an optimized approach for cluster initialization	15
An optimized hybrid ensemble machine learning model combining multiple classifiers for detecting advanced persistent threats in networks	15
IDC: quantitative evaluation benchmark of interpretation methods for deep text classification models	15
RILS-ROLS: robust symbolic regression via iterated local search and ordinary least squares	15
Multi-level lag scheme significantly improves training efficiency in deep learning: a case study in air quality alert service over sub-tropical area	15
Machine learning-based turbulence-risk prediction method for the safe operation of aircrafts	15
Deep reinforcement learning for data-efficient weakly supervised business process anomaly detection	15
Blind Federated Learning without initial model	14
Learning manifolds from non-stationary streams	14
Data engineering for sustainable agriculture: developments, challenges, and case studies of a novel IoRT architecture	14
Leveraging ensemble learning-based stock preselection with multiobjective investment optimization for stepwise decision-supported portfolio management	14
A unified representation and transformation of multi-model data using category theory	14
Application of supervised machine learning models in human emotion classification using Tsallis entropy as a feature	14
Artifact-free fat-water separation in Dixon MRI using deep learning	14
The wisdom of the lexicon crowds: leveraging on decades of lexicon-based sentiment analysis for improved results	14
Student academic performance prediction via hypergraph and TabNet	13
Exploring AI-driven approaches for unstructured document analysis and future horizons	13
Modeling the public attitude towards organic foods: a big data and text mining approach	13
A computational analysis of aspect-based sentiment analysis research through bibliometric mapping and topic modeling	13
Fitcam: detecting and counting repetitive exercises with deep learning	13
An integrated model for evaluation of big data challenges and analytical methods in recommender systems	13
Cyberattack detection in wireless sensor networks using a hybrid feature reduction technique with AI and machine learning methods	13
Enhancing public art communication through emotional intelligence based on type-2 fractional fuzzy sets	13
Advanced machine learning techniques for cardiovascular disease early detection and diagnosis	13
Big social data as a service (BSDaaS): a service composition framework for social media analysis	13
A scalable association rule learning and recommendation algorithm for large-scale microarray datasets	12
Retinal photograph-based deep learning system for detection of hyperthyroidism: a multicenter, diagnostic study	12
Application of deep learning technique in next generation sequence experiments	12
Enhanced credit card fraud detection based on attention mechanism and LSTM deep model	12
Awareness routing algorithm in vehicular ad-hoc networks (VANETs)	12
Addressing big data variety using an automated approach for data characterization	12
Unified platform for storing, retrieving, and analysing biomechanical applications data using graph database	12
AI-driven biomedical perspectives on mental fatigue in the post-COVID-19 Era: trends, research gaps, and future directions	12
A novel approach for detecting deep fake videos using graph neural network	12
Optimal Markowitz portfolio using returns forecasted with time series and machine learning models	12
Optimization-based convolutional neural model for the classification of white blood cells	12
Architecture for determining the cleanliness in shared vehicles using an integrated machine vision and indoor air quality-monitoring system	12
Multivariate response directional regression: a projective resampling approach	12
Task-aware conditional GAN with multi-objective loss for realistic and efficient industrial time series generation	12
Feature selection strategies: a comparative analysis of SHAP-value and importance-based methods	12
Predicting clinical outcomes of radiotherapy for head and neck squamous cell carcinoma patients using machine learning algorithms	12
DLA-E: a deep learning accelerator for endoscopic images classification	12
Separable convolutional neural networks for facial expressions recognition	11
‘Everything is data’: towards one big data ecosystem using multiple sources of data on higher education in Indonesia	11
Simulating imprecise data: sine–cosine and convolution methods with neutrosophic normal distribution	11
The power of big data mining to improve the health care system in the United Arab Emirates	11
Attribute annotation and bias evaluation in visual datasets for autonomous driving	11
Unsupervised feature selection and class labeling for credit card fraud	11
Identifying key genetic variants in Alzheimer’s disease progression using Graph Convolutional Networks (GCN) and biological impact analysis	11
An ensemble method for estimating the number of clusters in a big data set using multiple random samples	11
Bilingual video captioning model for enhanced video retrieval	11
Advances in ECG and PCG-based cardiovascular disease classification: a review of deep learning and machine learning methods	11
Personalized region of interest recommendation through adaptive fusion of multi-dimensional user preferences	11
Detecting Denial of Service attacks using machine learning algorithms	10
Data generation and application using the neutrosophic Erlang distribution	10
Enhancing Byzantine robustness of federated learning via tripartite adaptive authentication	10
A novel intelligent approach for flight delay prediction	10
Automatic diagnosis of keratitis using object localization combined with cost-sensitive deep attention convolutional neural network	10
Minimum threshold determination method based on dataset characteristics in association rule mining	10
Developing a negative speech emotion recognition model for safety systems using deep learning	10
Adapting transformer-based language models for heart disease detection and risk factors extraction	10
Unsupervised feature learning-based encoder and adversarial networks	10
Survey of transformers and towards ensemble learning using transformers for natural language processing	10
CMMamba: channel mixing Mamba for time series forecasting	10
PF-PSS: a double-layer parallel embedded feature selection method for cancer gene expression data	10
Arabic aspect sentiment polarity classification using BERT	10
Where you go is who you are: a study on machine learning based semantic privacy attacks	10
B-CAT: a model for detecting botnet attacks using deep attack behavior analysis on network traffic flows	10
A canonical model for seasonal climate prediction using Big Data	10
Aspect-level sentiment classification with fused local and global context	10
DAPS diagrams for defining Data Science projects	10
HyGraph: a subgraph isomorphism algorithm for efficiently querying big graph databases	10
A multi-dimensional hierarchical evaluation system for data quality in trustworthy AI	10
Forex market forecasting using machine learning: Systematic Literature Review and meta-analysis	10
Shielding networks: enhancing intrusion detection with hybrid feature selection and stack ensemble learning	10
Evaluation of the trends in jobs and skill-sets using data analytics: a case study	10
Toward a smart health: big data analytics and IoT for real-time miscarriage prediction	10
A multi-manifold learning based instance weighting and under-sampling for imbalanced data classification problems	10
Trends in real-time artificial intelligence methods in sports: a systematic review	10
Exploring the form of big data products and the supporting systems	9
ASENN: attention-based selective embedding neural networks for road distress prediction	9
A scheduling algorithm to maximize storm throughput in heterogeneous cluster	9
An enhanced alpha evolution moss growth optimizer for prognostic prediction in spontaneous intracerebral hemorrhage	9