Journal of Big Data

Article	Citations
A proposed hybrid framework to improve the accuracy of customer churn prediction in telecom industry	531
GB-AFS: graph-based automatic feature selection for multi-class classification via Mean Simplified Silhouette	353
Identification of tumor antigens and anoikis-based molecular subtypes in the hepatocellular carcinoma immune microenvironment: implications for mRNA vaccine development and precision treatment	341
Domain-relevance of influence: characterizing variations in online influence across multiple domains on social media	284
Context-aware prediction of active and passive user engagement: Evidence from a large online social platform	267
Prognostic stratification based on HIF-1α signaling for evaluating hypoxia status and immune landscape in hepatocellular carcinoma	228
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	219
Value-at-risk student prescription trees for price personalization	169
A new dimensionality reduction technique based on the Wavelet Transform for cancer classification	167
Designing and evaluating a big data analytics approach for predicting students’ success factors	161
Gene selection via improved nuclear reaction optimization algorithm for cancer classification in high-dimensional data	149
Efficient pollen grain classification using pre-trained Convolutional Neural Networks: a comprehensive study	132
Defining user spectra to classify Ethereum users based on their behavior	127
Hybrid beluga whale optimization algorithm with multi-strategy for functions and engineering optimization problems	116
Breast cancer prediction using gated attentive multimodal deep learning	107
Missing values compensation in duplicates detection using hot deck method	104
Accuracy improvements for cold-start recommendation problem using indirect relations in social networks	95
The stability of different aggregation techniques in ensemble feature selection	93
Comprehensive study of driver behavior monitoring systems using computer vision and machine learning techniques	91
A universal approach for multi-model schema inference	85
A novel sensitivity-based method for feature selection	81
The adaptive community-response (ACR) method for collecting misinformation on social media	79
Distributed fuzzy clustering algorithm for mixed-mode data in Apache SPARK	79
Deep-Eware: spatio-temporal social event detection using a hybrid learning model	77
A model for investment type recommender system based on the potential investors based on investors and experts feedback using ANFIS and MNN	77

Traffic and road conditions monitoring system using extracted information from Twitter	74
Modelling customers credit card behaviour using bidirectional LSTM neural networks	70
Big data in human behavior research: a contextual turn	67
Pre-trained transformer-based language models for Sundanese	65
Fast cluster-based computation of exact betweenness centrality in large graphs	63
Classification of SSVEP-based BCIs using Genetic Algorithm	62
An efficient binary spider wasp optimizer for multi-dimensional knapsack instances: experimental validation and analysis	61
DiabSense: early diagnosis of non-insulin-dependent diabetes mellitus using smartphone-based human activity recognition and diabetic retinopathy analysis with Graph Neural Network	58
Survey on terminology extraction from texts	57
Risk and UCON-based access control model for healthcare big data	56
Artificial intelligence models for prediction of monthly rainfall without climatic data for meteorological stations in Ethiopia	55
Artificial intelligence for improving Nitrogen Dioxide forecasting of Abu Dhabi environment agency ground-based stations	54
Review of deep learning methods for remote sensing satellite images classification: experimental survey and comparative analysis	54
Machine learning techniques to predict daily rainfall amount	53
The use of Big Data Analytics in healthcare	53
IoT information theft prediction using ensemble feature selection	52
Social media analysis of Twitter tweets related to ASD in 2019–2020, with particular attention to COVID-19: topic modelling and sentiment analysis	52
Predicting startup success using two bias-free machine learning: resolving data imbalance using generative adversarial networks	51
Xai-driven knowledge distillation of large language models for efficient deployment on low-resource devices	49
SMT efficiency in supervised ML methods: a throughput and interference analysis	49
Short-term photovoltaic power production forecasting based on novel hybrid data-driven models	48
Hajj pilgrimage abnormal crowd movement monitoring using optical flow and FCNN	46
Hybrid wrapper feature selection method based on genetic algorithm and extreme learning machine for intrusion detection	46
Intrusion detection systems using long short-term memory (LSTM)	45
Part of speech tagging: a systematic review of deep learning and machine learning approaches	45
Machine learning-based network intrusion detection for big and imbalanced data using oversampling, stacking feature embedding and feature extraction	44
From distributed machine to distributed deep learning: a comprehensive survey	44
Contrastive self-supervised representation learning framework for metal surface defect detection	43
Advancing hospital healthcare: achieving IoT-based secure health monitoring through multilayer machine learning	43
Fast agglomerative clustering using approximate traveling salesman solutions	42
Traffic flow prediction based on depthwise separable convolution fusion network	42
Developing insights from the collective voice of target users in Twitter	42
Efficient surface crack segmentation for industrial and civil applications based on an enhanced YOLOv8 model	42
Novel mathematical model for the classification of music and rhythmic genre using deep neural network	41
Air-pollution prediction in smart city, deep learning approach	40
Machine learning based customer churn prediction in home appliance rental business	40
Scalable approach for high-resolution land cover: a case study in the Mediterranean Basin	40
Modeling the impact of BDA-AI on sustainable innovation ambidexterity and environmental performance	39
Optimizing IoT intrusion detection system: feature selection versus feature extraction in machine learning	39
Emotion AWARE: an artificial intelligence framework for adaptable, robust, explainable, and multi-granular emotion analysis	38
PoLYTC: a novel BERT-based classifier to detect political leaning of YouTube videos based on their titles	38
Metamorphosing forex: advancements in volatility forecasting using a modified fuzzy time series framework	37
Transforming OpenAPI Specification 3.0 documents into RDF-based semantic web services	36
Big data fuzzy C-means algorithm based on bee colony optimization using an Apache Hbase	36
Multi combination pattern labeling by using deep learning for chameleon rotary machine environment	36
Helformer: an attention-based deep learning model for cryptocurrency price forecasting	35
The use of class imbalanced learning methods on ULSAM data to predict the case–control status in genome-wide association studies	35
Enhancing cardiac diagnostics: a deep learning ensemble approach for precise ECG image classification	35
Efficient spatial data partitioning for distributed $$k$$NN joins	34
Enhancing academic performance prediction with temporal graph networks for massive open online courses	34

Comparative analysis of binary and one-class classification techniques for credit card fraud data	33
Image captioning model using attention and object features to mimic human image understanding	33
A novel ST-iTransformer model for spatio-temporal ambient air pollution forecasting	33
Machine learning model for malaria risk prediction based on mutation location of large-scale genetic variation data	32
Automatic analysis of social media images to identify disaster type and infer appropriate emergency response	31
Siamese Graph Convolutional Split-Attention Network with NLP based Social Sentimental Data for enhanced stock price predictions	31
Ramifications of incorrect image segmentations; emphasizing on the potential effects on deep learning methods failure	31
Exploring halal tourism tweets on social media	31
A graph-based big data optimization approach using hidden Markov model and constraint satisfaction problem	31
Governance and sustainability of distributed continuum systems: a big data approach	31
Multi-sample $$\zeta $$-mixup: richer, more realistic synthetic samples from a p-series interpolant	31
Research on sentiment analysis method of opinion mining based on multi-model fusion transfer learning	29
Integration of image segmentation and fuzzy theory to improve the accuracy of damage detection areas in traffic accidents	29
The use of knowledge extraction in predicting customer churn in B2B	29
Privacy preserved incremental record linkage	28
Adaptive multiple imputations of missing values using the class center	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
Deep features fusion for KCF-based moving object tracking	27
Big Data Analytics-based life cycle sustainability assessment for sustainable manufacturing enterprises evaluation	27
Liquid biopsy-based identification of prognostic and immunotherapeutically relevant gene signatures in lower grade glioma	25
Opinion mining for national security: techniques, domain applications, challenges and research opportunities	25
HepScope: CNN-based single-cell discrimination of malignant hepatocytes	25
Unsupervised outlier detection in multidimensional data	25
Data pipeline approaches in serverless computing: a taxonomy, review, and research trends	25
A distributed Content-Based Video Retrieval system for large datasets	25
A deep contrastive learning-based image retrieval system for automatic detection of infectious cattle diseases	25
Online variational Gaussian process for time series data	24
A systematic review of AI-enhanced techniques in credit card fraud detection	24
Distinguishing novel coronavirus influenza A virus pneumonia with CT radiomics and clinical features	24
Novel sensitivity method for evaluating the first derivative of the feed-forward neural network outputs	24
Identification of key drought-tolerant genes in soybean using an integrative data-driven feature engineering pipeline	23
The forecast of COVID-19 spread risk at the county level	23
Stress detection using natural language processing and machine learning over social interactions	22
A novel time efficient learning-based approach for smart intrusion detection system	22
Sentiment analysis classification system using hybrid BERT models	22
Federated Freeze BERT for text classification	22
Tumor antigens and immune subtypes of glioblastoma: the fundamentals of mRNA vaccine and individualized immunotherapy development	22
Deep learning for emotion analysis in Arabic tweets	22
Text summarization based on semantic graphs: an abstract meaning representation graph-to-text deep learning approach	22
Optical electrocardiogram based heart disease prediction using hybrid deep 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	21
Deep learning for component fault detection in electricity transmission lines	21
Data analysis for vague contingency data	21
A systematic review on big data applications and scope for industrial processing and healthcare sectors	21
Operationalizing and automating Data Governance	20
Unsupervised label generation for severely imbalanced fraud data	20
Dissimilarity space reinforced with manifold learning and latent space modeling for improved pattern classification	20
De-occlusion and recognition of frontal face images: a comparative study of multiple imputation methods	20
A fuel consumption-based method for developing local-specific CO2 emission rate database using open-source big data	20
Hyperdimensional computing: a framework for stochastic computation and symbolic AI	20
Iterative cleaning and learning of big highly-imbalanced fraud data using unsupervised learning	19
Spatial heterogeneities in acute lower respiratory infections prevalence and determinants across Ethiopian administrative zones	19
Data reduction techniques for highly imbalanced medicare Big Data	19
Unsupervised hyperspectral image segmentation of films: a hierarchical clustering-based approach	19
An enhanced random forest approach using CoClust clustering: MIMIC-III and SMS spam collection application	19
Real-time spatio-temporal event detection on geotagged social media	19
An enhanced machine learning framework for accurate diagnosis of tuberculous pleural effusion	19
The state of metaverse research: a bibliometric visual analysis based on CiteSpace	18
Evaluation is key: a survey on evaluation measures for synthetic time series	18
Utilizing AI models to identify and predict phase transition patterns of bipolar disorder patients	18
Hemorrhage semantic segmentation in fundus images for the diagnosis of diabetic retinopathy by using a convolutional neural network	17
Deep learning enhancing banking services: a hybrid transaction classification and cash flow prediction approach	17
Big data processing using hybrid Gaussian mixture model with salp swarm algorithm	17
FEL-FRN: fusion ECA long-CLIP feature reconstruction network for few-shot classification	17
Breast cancer diagnosis with MFF-HistoNet: a multi-modal feature fusion network integrating CNNs and quantum tensor networks	17
A machine learning-based credit risk prediction engine system using a stacked classifier and a filter-based feature selection method	17
An efficient weighted slime mould algorithm for engineering optimization	17
Bilingual hate speech detection on social media: Amharic and Afaan Oromo	16
Potential for the use of large unstructured data resources by public innovation support institutions	16
Machine learning-based turbulence-risk prediction method for the safe operation of aircrafts	16
A real-time predicting online tool for detection of people’s emotions from Arabic tweets based on big data platforms	16
Scalable and space-efficient Robust Matroid Center algorithms	16
Evaluation of predictive performance of modeling hyperuricemia using medical big data: comparison of data preprocessing methods	16
Data analysis for sequential contingencies under uncertainty	16
Accelerating neural network training with distributed asynchronous and selective optimization (DASO)	16
Main memory controller with multiple media technologies for big data workloads	16
Introducing Mplots: scaling time series recurrence plots to massive datasets	16
Machine learning-based interactive dynamic resilience assessment for complex hydropower systems	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
Big data: an optimized approach for cluster initialization	15
Deep reinforcement learning for data-efficient weakly supervised business process anomaly detection	15
Towards a deep learning-based outlier detection approach in the context of streaming data	15
Readers’ affect: predicting and understanding readers’ emotions with deep learning	15
Transfer learning approach based on satellite image time series for the crop classification problem	15
RILS-ROLS: robust symbolic regression via iterated local search and ordinary least squares	15
Decision support system for handling control decisions and decision-maker related to supply chain	14
IDC: quantitative evaluation benchmark of interpretation methods for deep text classification models	14
Artifact-free fat-water separation in Dixon MRI using deep learning	14
A computational analysis of aspect-based sentiment analysis research through bibliometric mapping and topic modeling	14
A unified representation and transformation of multi-model data using category theory	14
Learning manifolds from non-stationary streams	14
Computational methods for predicting the outcome of thoracic transplantation	14
Exploring AI-driven approaches for unstructured document analysis and future horizons	14
IoT Big Data provenance scheme using blockchain on Hadoop ecosystem	14
IGRF-RFE: a hybrid feature selection method for MLP-based network intrusion detection on UNSW-NB15 dataset	14
Fitcam: detecting and counting repetitive exercises with deep learning	14
Cyberattack detection in wireless sensor networks using a hybrid feature reduction technique with AI and machine learning methods	14
Time series modeling of road traffic accidents in Amhara Region	14
Awareness routing algorithm in vehicular ad-hoc networks (VANETs)	13
An integrated model for evaluation of big data challenges and analytical methods in recommender systems	13
Advanced machine learning techniques for cardiovascular disease early detection and diagnosis	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
Blind Federated Learning without initial model	13
Architecture for determining the cleanliness in shared vehicles using an integrated machine vision and indoor air quality-monitoring system	13
Addressing big data variety using an automated approach for data characterization	13
Modeling the public attitude towards organic foods: a big data and text mining approach	13
Unified platform for storing, retrieving, and analysing biomechanical applications data using graph database	13
Big social data as a service (BSDaaS): a service composition framework for social media analysis	13
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
Feature selection strategies: a comparative analysis of SHAP-value and importance-based methods	12
Trends in real-time artificial intelligence methods in sports: a systematic review	12
Aspect-level sentiment classification with fused local and global context	12
A novel approach for detecting deep fake videos using graph neural network	12
Advances in ECG and PCG-based cardiovascular disease classification: a review of deep learning and machine learning methods	12
DAPS diagrams for defining Data Science projects	12
Attribute annotation and bias evaluation in visual datasets for autonomous driving	12
Separable convolutional neural networks for facial expressions recognition	12
DLA-E: a deep learning accelerator for endoscopic images classification	12
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
A canonical model for seasonal climate prediction using Big Data	12
‘Everything is data’: towards one big data ecosystem using multiple sources of data on higher education in Indonesia	12
Simulating imprecise data: sine–cosine and convolution methods with neutrosophic normal distribution	11
Unsupervised feature learning-based encoder and adversarial networks	11
HyGraph: a subgraph isomorphism algorithm for efficiently querying big graph databases	11
An ensemble method for estimating the number of clusters in a big data set using multiple random samples	11
Toward a smart health: big data analytics and IoT for real-time miscarriage prediction	11
Detecting Denial of Service attacks using machine learning algorithms	11
A multi-manifold learning based instance weighting and under-sampling for imbalanced data classification problems	11
B-CAT: a model for detecting botnet attacks using deep attack behavior analysis on network traffic flows	11
CMMamba: channel mixing Mamba for time series forecasting	11
Developing a negative speech emotion recognition model for safety systems using deep learning	11
Adapting transformer-based language models for heart disease detection and risk factors extraction	11
Bilingual video captioning model for enhanced video retrieval	11
Survey of transformers and towards ensemble learning using transformers for natural language processing	11
The power of big data mining to improve the health care system in the United Arab Emirates	11
Minimum threshold determination method based on dataset characteristics in association rule mining	11
Where you go is who you are: a study on machine learning based semantic privacy attacks	10
Using passive Wi-Fi for community crowd sensing during the COVID-19 pandemic	10
Predictive analytics using Big Data for the real estate market during the COVID-19 pandemic	10
Evaluation of the trends in jobs and skill-sets using data analytics: a case study	10
Data generation and application using the neutrosophic Erlang distribution	10
Sentiment-based predictive models for online purchases in the era of marketing 5.0: a systematic review	10
Automatic diagnosis of keratitis using object localization combined with cost-sensitive deep attention convolutional neural network	10
Identification of mRNA vaccines and conserved ferroptosis related immune landscape for individual precision treatment in bladder cancer	10
A multi-dimensional hierarchical evaluation system for data quality in trustworthy AI	10
Arabic aspect sentiment polarity classification using BERT	10
Forex market forecasting using machine learning: Systematic Literature Review and meta-analysis	9
Twitter sentiment analysis using hybrid gated attention recurrent network	9
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 novel intelligent approach for flight delay prediction	9
Determining threshold value on information gain feature selection to increase speed and prediction accuracy of random forest	9
Exploring the state of the art in legal QA systems	9
Classification of long-term clinical course of Parkinson’s disease using clustering algorithms on social support registry database	9
Shielding networks: enhancing intrusion detection with hybrid feature selection and stack ensemble learning	9
Automatic identification and classification of pediatric glomerulonephritis on ultrasound images based on deep learning and radiomics	9
New custom rating for improving recommendation system performance	9
A scheduling algorithm to maximize storm throughput in heterogeneous cluster	9
A parallelization model for performance characterization of Spark Big Data jobs on Hadoop clusters	8
Sentiment analysis of Indonesian datasets based on a hybrid deep-learning strategy	8
A survey on deep learning tools dealing with data scarcity: definitions, challenges, solutions, tips, and applications	8
Topological variable neighborhood search	8
Chromatin state distribution of residue-specific histone acetylation in early myoblast differentiation	8
Apply machine learning techniques to detect malicious network traffic in cloud computing	8
Remote patient monitoring and classifying using the internet of things platform combined with cloud computing	8
An empirical comparison of the performances of single structure columnar in-memory and disk-resident data storage techniques using healthcare big data	8
A literature review on one-class classification and its potential applications in big data	8
Towards a folksonomy graph-based context-aware recommender system of annotated books	8
An LSTM and GRU based trading strategy adapted to the Moroccan market	8
Alzheimer’s disease diagnosis by 3D-SEConvNeXt	8