Journal of Big Data

Article	Citations
GB-AFS: graph-based automatic feature selection for multi-class classification via Mean Simplified Silhouette	633
Domain-relevance of influence: characterizing variations in online influence across multiple domains on social media	452
Prognostic stratification based on HIF-1α signaling for evaluating hypoxia status and immune landscape in hepatocellular carcinoma	337
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	309
Value-at-risk student prescription trees for price personalization	279
A new dimensionality reduction technique based on the Wavelet Transform for cancer classification	201
An artificial intelligence platform for predicting postoperative complications in metastatic spinal surgery: development and validation study	194
Missing values compensation in duplicates detection using hot deck method	188
A universal approach for multi-model schema inference	169
Identification of tumor antigens and anoikis-based molecular subtypes in the hepatocellular carcinoma immune microenvironment: implications for mRNA vaccine development and precision treatment	150
Gene selection via improved nuclear reaction optimization algorithm for cancer classification in high-dimensional data	145
Defining user spectra to classify Ethereum users based on their behavior	135
Breast cancer prediction using gated attentive multimodal deep learning	131
Comprehensive study of driver behavior monitoring systems using computer vision and machine learning techniques	122
Hybrid beluga whale optimization algorithm with multi-strategy for functions and engineering optimization problems	112
FONDUE—Fine-Tuned Optimization: Nurturing Data Usability & Efficiency	111
Designing and evaluating a big data analytics approach for predicting students’ success factors	105
Integrating deep learning and transfer learning: optimizing white blood cells classification in medical educational institutions	104
Context-aware prediction of active and passive user engagement: Evidence from a large online social platform	99
The stability of different aggregation techniques in ensemble feature selection	98
A proposed hybrid framework to improve the accuracy of customer churn prediction in telecom industry	98
Efficient pollen grain classification using pre-trained Convolutional Neural Networks: a comprehensive study	97
A novel sensitivity-based method for feature selection	95
Distributed fuzzy clustering algorithm for mixed-mode data in Apache SPARK	91
A model for investment type recommender system based on the potential investors based on investors and experts feedback using ANFIS and MNN	88

Deep-Eware: spatio-temporal social event detection using a hybrid learning model	77
Big data in human behavior research: a contextual turn	75
Pre-trained transformer-based language models for Sundanese	74
An efficient binary spider wasp optimizer for multi-dimensional knapsack instances: experimental validation and analysis	72
DiabSense: early diagnosis of non-insulin-dependent diabetes mellitus using smartphone-based human activity recognition and diabetic retinopathy analysis with Graph Neural Network	70
Survey on terminology extraction from texts	69
A unified IoT architectural model for smart hospitals: enhancing interoperability, security, and efficiency through clinical information systems (CIS)	65
Artificial intelligence for improving Nitrogen Dioxide forecasting of Abu Dhabi environment agency ground-based stations	65
An adaptive k-means clustering algorithm based on grid and domain centroid weights for digital twins in the context of digital transformation	64
The adaptive community-response (ACR) method for collecting misinformation on social media	63
Social media analysis of Twitter tweets related to ASD in 2019–2020, with particular attention to COVID-19: topic modelling and sentiment analysis	63
Traffic and road conditions monitoring system using extracted information from Twitter	59
Risk and UCON-based access control model for healthcare big data	59
Machine learning techniques to predict daily rainfall amount	56
Review of deep learning methods for remote sensing satellite images classification: experimental survey and comparative analysis	56
The use of Big Data Analytics in healthcare	55
Meta-transformer: leveraging metaheuristic algorithms for agricultural commodity price forecasting	53
Artificial intelligence models for prediction of monthly rainfall without climatic data for meteorological stations in Ethiopia	53
SMT efficiency in supervised ML methods: a throughput and interference analysis	53
Hajj pilgrimage abnormal crowd movement monitoring using optical flow and FCNN	49
Traffic flow prediction based on depthwise separable convolution fusion network	49
Modeling the impact of BDA-AI on sustainable innovation ambidexterity and environmental performance	48
Predicting startup success using two bias-free machine learning: resolving data imbalance using generative adversarial networks	47
Fast agglomerative clustering using approximate traveling salesman solutions	47
IoT information theft prediction using ensemble feature selection	47
Scalable approach for high-resolution land cover: a case study in the Mediterranean Basin	47
Machine learning-based network intrusion detection for big and imbalanced data using oversampling, stacking feature embedding and feature extraction	46
Air-pollution prediction in smart city, deep learning approach	45
Disaggregating IMERG satellite precipitation over Czech Republic: an innovative approach using hybrid Extreme Gradient Boosting based on Fuzzy Spatial-Temporal Multivariate Clustering	44
Machine learning based customer churn prediction in home appliance rental business	44
Novel mathematical model for the classification of music and rhythmic genre using deep neural network	44
Xai-driven knowledge distillation of large language models for efficient deployment on low-resource devices	44
Advancing hospital healthcare: achieving IoT-based secure health monitoring through multilayer machine learning	44
Short-term photovoltaic power production forecasting based on novel hybrid data-driven models	44
Part of speech tagging: a systematic review of deep learning and machine learning approaches	43
Surface defect detection on bolt surface using a real-time fine-tuned YOLOv6 model	43
Developing insights from the collective voice of target users in Twitter	43
Efficient surface crack segmentation for industrial and civil applications based on an enhanced YOLOv8 model	40
Contrastive self-supervised representation learning framework for metal surface defect detection	39
From distributed machine to distributed deep learning: a comprehensive survey	39
Metamorphosing forex: advancements in volatility forecasting using a modified fuzzy time series framework	38
Optimizing IoT intrusion detection system: feature selection versus feature extraction in machine learning	38
Hybrid wrapper feature selection method based on genetic algorithm and extreme learning machine for intrusion detection	38
Transforming OpenAPI Specification 3.0 documents into RDF-based semantic web services	37
Governance and sustainability of distributed continuum systems: a big data approach	36
Multi combination pattern labeling by using deep learning for chameleon rotary machine environment	36
A novel ST-iTransformer model for spatio-temporal ambient air pollution forecasting	36
Churn management in hospitality	35
The use of class imbalanced learning methods on ULSAM data to predict the case–control status in genome-wide association studies	35
Emotion AWARE: an artificial intelligence framework for adaptable, robust, explainable, and multi-granular emotion analysis	35

Fuzzy deep learning architecture for cucumber plant disease detection and classification	34
Helformer: an attention-based deep learning model for cryptocurrency price forecasting	33
Machine learning model for malaria risk prediction based on mutation location of large-scale genetic variation data	33
Self-organizing maps to evaluate optimal strategies for balancing binary class distributions: a methodological approach	33
Enhancing cardiac diagnostics: a deep learning ensemble approach for precise ECG image classification	33
Comparative analysis of binary and one-class classification techniques for credit card fraud data	32
Efficient spatial data partitioning for distributed $$k$$NN joins	31
PoLYTC: a novel BERT-based classifier to detect political leaning of YouTube videos based on their titles	30
Enhancing academic performance prediction with temporal graph networks for massive open online courses	30
Image captioning model using attention and object features to mimic human image understanding	30
Siamese Graph Convolutional Split-Attention Network with NLP based Social Sentimental Data for enhanced stock price predictions	30
Ramifications of incorrect image segmentations; emphasizing on the potential effects on deep learning methods failure	29
Integration of image segmentation and fuzzy theory to improve the accuracy of damage detection areas in traffic accidents	29
Privacy preserved incremental record linkage	29
Multi-sample $$\zeta $$-mixup: richer, more realistic synthetic samples from a p-series interpolant	29
Deep features fusion for KCF-based moving object tracking	28
Comprehensive review of artificial intelligence applications in renewable energy systems: current implementations and emerging trends	27
Opinion mining for national security: techniques, domain applications, challenges and research opportunities	27
Adaptive multiple imputations of missing values using the class center	27
Research on sentiment analysis method of opinion mining based on multi-model fusion transfer learning	26
The use of knowledge extraction in predicting customer churn in B2B	26
Uncertainty-aware approach for multiple imputation using conventional and machine learning models: a real-world data study	26
Data pipeline approaches in serverless computing: a taxonomy, review, and research trends	26
Liquid biopsy-based identification of prognostic and immunotherapeutically relevant gene signatures in lower grade glioma	26
Normalization and outlier removal in class center-based firefly algorithm for missing value imputation	26
Online variational Gaussian process for time series data	25
A deep contrastive learning-based image retrieval system for automatic detection of infectious cattle diseases	25
HepScope: CNN-based single-cell discrimination of malignant hepatocytes	25
Big Data Analytics-based life cycle sustainability assessment for sustainable manufacturing enterprises evaluation	25
Distinguishing novel coronavirus influenza A virus pneumonia with CT radiomics and clinical features	24
Tumor antigens and immune subtypes of glioblastoma: the fundamentals of mRNA vaccine and individualized immunotherapy development	23
Text summarization based on semantic graphs: an abstract meaning representation graph-to-text deep learning approach	23
A novel time efficient learning-based approach for smart intrusion detection system	23
A novel sub-network level ensemble deep neural network with a regularized loss function to improve prediction performance	23
Federated Freeze BERT for text classification	23
A systematic review on big data applications and scope for industrial processing and healthcare sectors	23
Deep learning for emotion analysis in Arabic tweets	23
Deep learning for component fault detection in electricity transmission lines	22
Identification of key drought-tolerant genes in soybean using an integrative data-driven feature engineering pipeline	22
Optical electrocardiogram based heart disease prediction using hybrid deep learning	22
Stress detection using natural language processing and machine learning over social interactions	22
A systematic review of AI-enhanced techniques in credit card fraud detection	22
Data analysis for vague contingency data	21
Plant disease detection and classification techniques: a comparative study of the performances	21
Sentiment analysis classification system using hybrid BERT models	21
De-occlusion and recognition of frontal face images: a comparative study of multiple imputation methods	20
The differences in gastric cancer epidemiological data between SEER and GBD: a joinpoint and age-period-cohort analysis	20
Multi strategy Horned Lizard Optimization Algorithm for complex optimization and advanced feature selection problems	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
A fuel consumption-based method for developing local-specific CO2 emission rate database using open-source big data	20
Hemorrhage semantic segmentation in fundus images for the diagnosis of diabetic retinopathy by using a convolutional neural network	19
Utilizing AI models to identify and predict phase transition patterns of bipolar disorder patients	19
FEL-FRN: fusion ECA long-CLIP feature reconstruction network for few-shot classification	19
An enhanced machine learning framework for accurate diagnosis of tuberculous pleural effusion	19
Evaluation is key: a survey on evaluation measures for synthetic time series	19
Big data processing using hybrid Gaussian mixture model with salp swarm algorithm	18
Hyperdimensional computing: a framework for stochastic computation and symbolic AI	18
Extended version of decision making model for industrial robot selection via fractional continuous fuzzy information	18
Data reduction techniques for highly imbalanced medicare Big Data	18
A real-time predicting online tool for detection of people’s emotions from Arabic tweets based on big data platforms	17
Unsupervised label generation for severely imbalanced fraud data	17
The state of metaverse research: a bibliometric visual analysis based on CiteSpace	17
A machine learning-based credit risk prediction engine system using a stacked classifier and a filter-based feature selection method	17
Bilingual hate speech detection on social media: Amharic and Afaan Oromo	17
Unsupervised hyperspectral image segmentation of films: a hierarchical clustering-based approach	17
Deep learning enhancing banking services: a hybrid transaction classification and cash flow prediction approach	17
Operationalizing and automating Data Governance	17
Breast cancer diagnosis with MFF-HistoNet: a multi-modal feature fusion network integrating CNNs and quantum tensor networks	17
Iterative cleaning and learning of big highly-imbalanced fraud data using unsupervised learning	17
An enhanced random forest approach using CoClust clustering: MIMIC-III and SMS spam collection application	17
Data analysis for sequential contingencies under uncertainty	16
Main memory controller with multiple media technologies for big data workloads	16
Scalable and space-efficient Robust Matroid Center algorithms	16
Readers’ affect: predicting and understanding readers’ emotions with deep learning	16
Accelerating neural network training with distributed asynchronous and selective optimization (DASO)	16
Evaluation of predictive performance of modeling hyperuricemia using medical big data: comparison of data preprocessing methods	16
An efficient weighted slime mould algorithm for engineering optimization	16
Introducing Mplots: scaling time series recurrence plots to massive datasets	16
Machine learning-based interactive dynamic resilience assessment for complex hydropower systems	16

Transfer learning approach based on satellite image time series for the crop classification problem	16
Multi-level lag scheme significantly improves training efficiency in deep learning: a case study in air quality alert service over sub-tropical area	15
Big data: an optimized approach for cluster initialization	15
Photograph-based machine learning approach for automated detection and differentiation of aerial blight disease in soybean crops	15
Deep reinforcement learning for data-efficient weakly supervised business process anomaly detection	15
IDC: quantitative evaluation benchmark of interpretation methods for deep text classification models	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
Potential for the use of large unstructured data resources by public innovation support institutions	15
Decision support system for handling control decisions and decision-maker related to supply chain	15
Computational methods for predicting the outcome of thoracic transplantation	15
RILS-ROLS: robust symbolic regression via iterated local search and ordinary least squares	15
Machine learning-based turbulence-risk prediction method for the safe operation of aircrafts	15
Towards a deep learning-based outlier detection approach in the context of streaming data	15
Fitcam: detecting and counting repetitive exercises with deep learning	15
Combining review elements for modelling various multi-criteria collaborative recommendation models	15
Cyberattack detection in wireless sensor networks using a hybrid feature reduction technique with AI and machine learning methods	14
Student academic performance prediction via hypergraph and TabNet	14
Application of supervised machine learning models in human emotion classification using Tsallis entropy as a feature	14
Blind Federated Learning without initial model	14
Modeling the public attitude towards organic foods: a big data and text mining approach	14
A unified representation and transformation of multi-model data using category theory	14
Learning manifolds from non-stationary streams	14
The wisdom of the lexicon crowds: leveraging on decades of lexicon-based sentiment analysis for improved results	14
Advanced machine learning techniques for cardiovascular disease early detection and diagnosis	14
IoT Big Data provenance scheme using blockchain on Hadoop ecosystem	14
A computational analysis of aspect-based sentiment analysis research through bibliometric mapping and topic modeling	14
Artifact-free fat-water separation in Dixon MRI using deep learning	14
Exploring AI-driven approaches for unstructured document analysis and future horizons	14
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
A scalable association rule learning and recommendation algorithm for large-scale microarray datasets	13
An integrated model for evaluation of big data challenges and analytical methods in recommender systems	13
Awareness routing algorithm in vehicular ad-hoc networks (VANETs)	13
Application of deep learning technique in next generation sequence experiments	13
Addressing big data variety using an automated approach for data characterization	13
Big social data as a service (BSDaaS): a service composition framework for social media analysis	13
DLA-E: a deep learning accelerator for endoscopic images classification	13
Architecture for determining the cleanliness in shared vehicles using an integrated machine vision and indoor air quality-monitoring system	13
Feature selection strategies: a comparative analysis of SHAP-value and importance-based methods	12
Optimal Markowitz portfolio using returns forecasted with time series and machine learning models	12
Advances in ECG and PCG-based cardiovascular disease classification: a review of deep learning and machine learning methods	12
Attribute annotation and bias evaluation in visual datasets for autonomous driving	12
Bilingual video captioning model for enhanced video retrieval	12
Unified platform for storing, retrieving, and analysing biomechanical applications data using graph database	12
Retinal photograph-based deep learning system for detection of hyperthyroidism: a multicenter, diagnostic study	12
Enhanced credit card fraud detection based on attention mechanism and LSTM deep model	12
A multi-manifold learning based instance weighting and under-sampling for imbalanced data classification problems	12
Separable convolutional neural networks for facial expressions recognition	12
Multivariate response directional regression: a projective resampling approach	12
A novel approach for detecting deep fake videos using graph neural network	12
A canonical model for seasonal climate prediction using Big Data	12
Developing a negative speech emotion recognition model for safety systems using deep learning	12
Trends in real-time artificial intelligence methods in sports: a systematic review	11
Adapting transformer-based language models for heart disease detection and risk factors extraction	11
‘Everything is data’: towards one big data ecosystem using multiple sources of data on higher education in Indonesia	11
Unsupervised feature selection and class labeling for credit card fraud	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
Unsupervised feature learning-based encoder and adversarial networks	11
An ensemble method for estimating the number of clusters in a big data set using multiple random samples	11
Identifying key genetic variants in Alzheimer’s disease progression using Graph Convolutional Networks (GCN) and biological impact analysis	11
Sentiment-based predictive models for online purchases in the era of marketing 5.0: a systematic review	10
PF-PSS: a double-layer parallel embedded feature selection method for cancer gene expression data	10
Shielding networks: enhancing intrusion detection with hybrid feature selection and stack ensemble learning	10
Using passive Wi-Fi for community crowd sensing during the COVID-19 pandemic	10
HyGraph: a subgraph isomorphism algorithm for efficiently querying big graph databases	10
Detecting Denial of Service attacks using machine learning algorithms	10
B-CAT: a model for detecting botnet attacks using deep attack behavior analysis on network traffic flows	10
Data generation and application using the neutrosophic Erlang distribution	10
Identification of mRNA vaccines and conserved ferroptosis related immune landscape for individual precision treatment in bladder cancer	10
Where you go is who you are: a study on machine learning based semantic privacy attacks	10
Forex market forecasting using machine learning: Systematic Literature Review and meta-analysis	10
Survey of transformers and towards ensemble learning using transformers for natural language processing	10
Personalized region of interest recommendation through adaptive fusion of multi-dimensional user preferences	10
CMMamba: channel mixing Mamba for time series forecasting	10
Aspect-level sentiment classification with fused local and global context	10
Automatic diagnosis of keratitis using object localization combined with cost-sensitive deep attention convolutional neural network	10
An LLM-guided platform for multi-granular collection and management of data provenance	10
Twitter sentiment analysis using hybrid gated attention recurrent network	10
Toward a smart health: big data analytics and IoT for real-time miscarriage prediction	10
DAPS diagrams for defining Data Science projects	10
Minimum threshold determination method based on dataset characteristics in association rule mining	10
A novel intelligent approach for flight delay prediction	9
Poisson logit hurdle model with associated factors of perinatal mortality in Ethiopia	9
Classification of long-term clinical course of Parkinson’s disease using clustering algorithms on social support registry database	9
Leveraging deep learning for risk prediction and resilience in supply chains: insights from critical industries	9
An accuracy-privacy optimization framework considering user’s privacy requirements for data stream mining	9
Exploring the form of big data products and the supporting systems	9
Detecting unregistered users through semi-supervised anomaly detection with similarity datasets	9
Remote patient monitoring and classifying using the internet of things platform combined with cloud computing	9
An enhanced alpha evolution moss growth optimizer for prognostic prediction in spontaneous intracerebral hemorrhage	9
ASENN: attention-based selective embedding neural networks for road distress prediction	9
Sub-spatial prediction of votes integrating socioeconomic, educational, and age strata with machine learning and topological data analysis	9
A scheduling algorithm to maximize storm throughput in heterogeneous cluster	9