Journal of Big Data

Article	Citations
Domain-relevance of influence: characterizing variations in online influence across multiple domains on social media	3559
Detecting unregistered users through semi-supervised anomaly detection with similarity datasets	417
DD-KARB: data-driven compliance to quality by rule based benchmarking	269
A new dimensionality reduction technique based on the Wavelet Transform for cancer classification	243
A machine learning-based credit risk prediction engine system using a stacked classifier and a filter-based feature selection method	182
A scheduling algorithm to maximize storm throughput in heterogeneous cluster	171
Prognostic stratification based on HIF-1α signaling for evaluating hypoxia status and immune landscape in hepatocellular carcinoma	166
Dissimilarity space reinforced with manifold learning and latent space modeling for improved pattern classification	152
Gaussian transformation enhanced semi-supervised learning for sleep stage classification	117
Poisson logit hurdle model with associated factors of perinatal mortality in Ethiopia	114
Digital social innovation based on Big Data Analytics for health and well-being of society	113
Missing values compensation in duplicates detection using hot deck method	113
Dual channel and multi-scale adaptive morphological methods for infrared small targets	107
Efficient pollen grain classification using pre-trained Convolutional Neural Networks: a comprehensive study	95
PCJ Java library as a solution to integrate HPC, Big Data and Artificial Intelligence workloads	79
Modeling and tracking Covid-19 cases using Big Data analytics on HPCC system platform	67
An enhanced random forest approach using CoClust clustering: MIMIC-III and SMS spam collection application	65
Estimating the carbon content of oceans using satellite sensor data	64
RTiSR: a review-driven time interval-aware sequential recommendation method	58
Machine learning approach for predicting production delays: a quarry company case study	58
GB-AFS: graph-based automatic feature selection for multi-class classification via Mean Simplified Silhouette	54
Education on quality assurance and assessment in teaching quality of high school instructors	53
Exploring the form of big data products and the supporting systems	49
Evaluation is key: a survey on evaluation measures for synthetic time series	49
Designing and evaluating a big data analytics approach for predicting students’ success factors	49

A proposed hybrid framework to improve the accuracy of customer churn prediction in telecom industry	47
Tabular and latent space synthetic data generation: a literature review	45
Hyperdimensional computing: a framework for stochastic computation and symbolic AI	44
Error and optimism bias regularization	43
Quality assurance strategies for machine learning applications in big data analytics: an overview	41
New custom rating for improving recommendation system performance	40
Identification of tumor antigens and anoikis-based molecular subtypes in the hepatocellular carcinoma immune microenvironment: implications for mRNA vaccine development and precision treatment	40
An analysis of COVID-19 economic measures and attitudes: evidence from social media mining	39
A fuel consumption-based method for developing local-specific CO2 emission rate database using open-source big data	39
Automated segmentation of choroidal neovascularization on optical coherence tomography angiography images of neovascular age-related macular degeneration patients based on deep learning	38
Autoencoder-kNN meta-model based data characterization approach for an automated selection of AI algorithms	37
Early prediction of MODS interventions in the intensive care unit using machine learning	37
Data analysis for vague contingency data	36
Classification of long-term clinical course of Parkinson’s disease using clustering algorithms on social support registry database	35
Title2Vec: a contextual job title embedding for occupational named entity recognition and other applications	34
Real-time spatio-temporal event detection on geotagged social media	34
CTGAN-ENN: a tabular GAN-based hybrid sampling method for imbalanced and overlapped data in customer churn prediction	34
Social media analysis of car parking behavior using similarity based clustering	33
Remote patient monitoring and classifying using the internet of things platform combined with cloud computing	33
The differences in gastric cancer epidemiological data between SEER and GBD: a joinpoint and age-period-cohort analysis	32
Free trade as domestic, economic, and strategic issues: a big data analytics approach	32
Network intrusion detection using data dimensions reduction techniques	32
Gene selection via improved nuclear reaction optimization algorithm for cancer classification in high-dimensional data	31
Click-through rate prediction model integrating user interest and multi-head attention mechanism	31
Defining user spectra to classify Ethereum users based on their behavior	31
An empirical study on the evaluation of the RDF storage systems	31
Machine learning concepts for correlated Big Data privacy	30
Cartographies of warfare in the Indian subcontinent: Contextualizing archaeological and historical analysis through big data approaches	29
A hybrid Hadoop-based sentiment analysis classifier for tweets associated with COVID-19 utilizing two machine learning algorithms: CNN, and fuzzy C4.5	29
Context-aware prediction of active and passive user engagement: Evidence from a large online social platform	29
Iterative cleaning and learning of big highly-imbalanced fraud data using unsupervised learning	29
Skyline query under multidimensional incomplete data based on classification tree	29
An LSTM and GRU based trading strategy adapted to the Moroccan market	28
Towards a folksonomy graph-based context-aware recommender system of annotated books	28
The stability of different aggregation techniques in ensemble feature selection	28
Watch and learn: event-domain term extraction from social networks	28
Operationalizing and automating Data Governance	27
Exploring the state of the art in legal QA systems	26
Detection of fickle trolls in large-scale online social networks	26
Memetic multilabel feature selection using pruned refinement process	26
Hemorrhage semantic segmentation in fundus images for the diagnosis of diabetic retinopathy by using a convolutional neural network	26
Anomaly detection and community detection in networks	26
Algorithm for generating neutrosophic data using accept-reject method	26
Unsupervised hyperspectral image segmentation of films: a hierarchical clustering-based approach	26
ASENN: attention-based selective embedding neural networks for road distress prediction	25
A survey of graph convolutional networks (GCNs) in FPGA-based accelerators	25
A review on lung disease recognition by acoustic signal analysis with deep learning networks	25
Profitability trend prediction in crypto financial markets using Fibonacci technical indicator and hybrid CNN model	25
Low-level turbulence risk assessment and visualization using temporal rate of change of headwind of an aircraft	25
Usability enhancement model for unstructured text in big data	24

Spatial heterogeneities in acute lower respiratory infections prevalence and determinants across Ethiopian administrative zones	24
Data-driven multinomial random forest: a new random forest variant with strong consistency	24
Automatic identification and classification of pediatric glomerulonephritis on ultrasound images based on deep learning and radiomics	24
A data value metric for quantifying information content and utility	24
De-occlusion and recognition of frontal face images: a comparative study of multiple imputation methods	24
High-performance computing in healthcare: An automatic literature analysis perspective	24
Large language models, social demography, and hegemony: comparing authorship in human and synthetic text	23
Sentiment analysis of Indonesian datasets based on a hybrid deep-learning strategy	23
Accuracy improvements for cold-start recommendation problem using indirect relations in social networks	22
Apply machine learning techniques to detect malicious network traffic in cloud computing	21
Web crawling based context aware recommender system using optimized deep recurrent neural network	21
Array databases: concepts, standards, implementations	21
A universal approach for multi-model schema inference	21
Data reduction techniques for highly imbalanced medicare Big Data	20
A novel sensitivity-based method for feature selection	20
A survey on deep learning tools dealing with data scarcity: definitions, challenges, solutions, tips, and applications	20
Detecting cybersecurity attacks across different network features and learners	20
The state of metaverse research: a bibliometric visual analysis based on CiteSpace	19
Deep learning enhancing banking services: a hybrid transaction classification and cash flow prediction approach	19
Breast cancer prediction using gated attentive multimodal deep learning	19
Diabetes emergency cases identification based on a statistical predictive model	18
Big data quality framework: a holistic approach to continuous quality management	18
Comprehensive study of driver behavior monitoring systems using computer vision and machine learning techniques	18
A literature review on one-class classification and its potential applications in big data	18
Exploration of issues, challenges and latest developments in autonomous cars	18
Robust visual tracking using very deep generative model	18
Hybrid beluga whale optimization algorithm with multi-strategy for functions and engineering optimization problems	18
Text Data Augmentation for Deep Learning	18
Optimizing poultry audio signal classification with deep learning and burn layer fusion	18
Text based personality prediction from multiple social media data sources using pre-trained language model and model averaging	18
Big data processing using hybrid Gaussian mixture model with salp swarm algorithm	17
Online listing data and their interaction with market dynamics: evidence from Singapore during COVID-19	17
Correlation-based feature selection of single cell transcriptomics data from multiple sources	17
Out-of-distribution- and location-aware PointNets for real-time 3D road user detection without a GPU	17
Dual-weight decay mechanism and Nelder-Mead simplex boosted RIME algorithm for optimal power flow	17
Correction to: Arabic text summarization using deep learning approach	17
A survey of dimension reduction and classification methods for RNA-Seq data on malaria vector	17
Leveraging fine-grained mobile data for churn detection through Essence Random Forest	17
Artificial intelligence for improving Nitrogen Dioxide forecasting of Abu Dhabi environment agency ground-based stations	17
An integrated multistage ensemble machine learning model for fraudulent transaction detection	17
Pre-trained transformer-based language models for Sundanese	16
Assessing the effects of hyperparameters on knowledge graph embedding quality	16
Improving efficiency for discovering business processes containing invisible tasks in non-free choice	16
Classification of SSVEP-based BCIs using Genetic Algorithm	16
A large-scale sentiment analysis of tweets pertaining to the 2020 US presidential election	16
RILS-ROLS: robust symbolic regression via iterated local search and ordinary least squares	15
MuSe: a multi-level storage scheme for big RDF data using MapReduce	15
Topological variable neighborhood search	15
Detection and prevention of SQLI attacks and developing compressive framework using machine learning and hybrid techniques	15
Performance evaluation of deep learning techniques for DoS attacks detection in wireless sensor network	15
Modelling customers credit card behaviour using bidirectional LSTM neural networks	15
An adaptive hybrid african vultures-aquila optimizer with Xgb-Tree algorithm for fake news detection	15
Scalable and space-efficient Robust Matroid Center algorithms	14
On the development of an information system for monitoring user opinion and its role for the public	14
Potential for the use of large unstructured data resources by public innovation support institutions	14
Bayesian multilevel model on maternal mortality in Ethiopia	14
Internal dynamics of patent reference networks using the Bray–Curtis dissimilarity measure	14
Multi-level lag scheme significantly improves training efficiency in deep learning: a case study in air quality alert service over sub-tropical area	14
Assessing the current landscape of AI and sustainability literature: identifying key trends, addressing gaps and challenges	14
Efficient microservices offloading for cost optimization in diverse MEC cloud networks	14
Can we predict multi-party elections with Google Trends data? Evidence across elections, data windows, and model classes	13
15 years of Big Data: a systematic literature review	13
Review of deep learning methods for remote sensing satellite images classification: experimental survey and comparative analysis	13
Introducing Mplots: scaling time series recurrence plots to massive datasets	13
Fast cluster-based computation of exact betweenness centrality in large graphs	13
Discovering top-weighted k-truss communities in large graphs	13
IGRF-RFE: a hybrid feature selection method for MLP-based network intrusion detection on UNSW-NB15 dataset	13
AI sees beyond humans: automated diagnosis of myopia based on peripheral refraction map using interpretable deep learning	13
Chromatin state distribution of residue-specific histone acetylation in early myoblast differentiation	13
Social media analysis of Twitter tweets related to ASD in 2019–2020, with particular attention to COVID-19: topic modelling and sentiment analysis	13
Expanded graph embedding for joint network alignment and link prediction	13
Machine learning techniques to predict daily rainfall amount	12
RPf-GCNs: reciprocal perspective driven fused GCNs for rumor detection on social media	12
Deep reinforcement learning for data-efficient weakly supervised business process anomaly detection	12
EXABSUM: a new text summarization approach for generating extractive and abstractive summaries	12
Accelerating neural network training with distributed asynchronous and selective optimization (DASO)	12
Deep learning based deep-sea automatic image enhancement and animal species classification	12
DEMFFA: a multi-strategy modified Fennec Fox algorithm with mixed improved differential evolutionary variation strategies	12
Data analysis for sequential contingencies under uncertainty	12
The adaptive community-response (ACR) method for collecting misinformation on social media	12

A parallelization model for performance characterization of Spark Big Data jobs on Hadoop clusters	11
A service-categorized security scheme with physical unclonable functions for internet of vehicles	11
Machine learning-based turbulence-risk prediction method for the safe operation of aircrafts	11
Using social media for sub-event detection during disasters	11
VeilGraph: incremental graph stream processing	11
A guide to creating an effective big data management framework	11
VEDAS: an efficient GPU alternative for store and query of large RDF data sets	11
Design, development and performance analysis of cognitive assisting aid with multi sensor fused navigation for visually impaired people	11
Deep-Eware: spatio-temporal social event detection using a hybrid learning model	11
An unsupervised method for social network spammer detection based on user information interests	11
Distributed fuzzy clustering algorithm for mixed-mode data in Apache SPARK	11
Mapping and 3D modelling using quadrotor drone and GIS software	10
A systematic literature review of neuroimaging coupled with machine learning approaches for diagnosis of attention deficit hyperactivity disorder	10
Towards a deep learning-based outlier detection approach in the context of streaming data	10
Comparing traditional news and social media with stock price movements; which comes first, the news or the price change?	10
Improving lookup and query execution performance in distributed Big Data systems using Cuckoo Filter	10
An efficient weighted slime mould algorithm for engineering optimization	10
Time series data analysis under indeterminacy	10
On data efficiency of univariate time series anomaly detection models	10
A model for investment type recommender system based on the potential investors based on investors and experts feedback using ANFIS and MNN	10
Characterizing patent big data upon IPC: a survey of triadic patent families and PCT applications	10
Enhancing K-nearest neighbor algorithm: a comprehensive review and performance analysis of modifications	10
Traffic and road conditions monitoring system using extracted information from Twitter	10
Development of a regional voice dataset and speaker classification based on machine learning	10
Development and evaluation of a deep learning model for automatic segmentation of non-perfusion area in fundus fluorescein angiography	10
eBF: an enhanced Bloom Filter for intrusion detection in IoT	10
Introducing the enterprise data marketplace: a platform for democratizing company data	9
Enhancing the quality of communication of cellular networks using big data applications	9
Transfer learning approach based on satellite image time series for the crop classification problem	9
Crude oil price forecasting using K-means clustering and LSTM model enhanced by dense-sparse-dense strategy	9
Exploration of the investment patterns of potential retail banking customers using two-stage cluster analysis	9
Artificial intelligence models for prediction of monthly rainfall without climatic data for meteorological stations in Ethiopia	9
An empirical comparison of the performances of single structure columnar in-memory and disk-resident data storage techniques using healthcare big data	9
Accurate identification of cashmere and wool fibers based on enhanced ShuffleNetV2 and transfer learning	9
Transforming the generative pretrained transformer into augmented business text writer	8
Data-driven prediction of soccer outcomes using enhanced machine and deep learning techniques	8
Readers’ affect: predicting and understanding readers’ emotions with deep learning	8
Cyberbullying detection: advanced preprocessing techniques & deep learning architecture for Roman Urdu data	8
A survey on bandwidth-aware geo-distributed frameworks for big-data analytics	8
Risk and UCON-based access control model for healthcare big data	8
A semi-supervised short text sentiment classification method based on improved Bert model from unlabelled data	8
DiabSense: early diagnosis of non-insulin-dependent diabetes mellitus using smartphone-based human activity recognition and diabetic retinopathy analysis with Graph Neural Network	8
Big data: an optimized approach for cluster initialization	8
Practical ANN prediction models for the axial capacity of square CFST columns	8
Detecting web attacks using random undersampling and ensemble learners	8
A review on adversarial–based deep transfer learning mechanical fault diagnosis	8
The application of adaptive group LASSO imputation method with missing values in personal income compositional data	8
A real-time predicting online tool for detection of people’s emotions from Arabic tweets based on big data platforms	8
The use of Big Data Analytics in healthcare	8
Main memory controller with multiple media technologies for big data workloads	8
Quantum-inspired framework for big data analytics: evaluating the impact of movie trailers and its financial returns	7
An efficient binary spider wasp optimizer for multi-dimensional knapsack instances: experimental validation and analysis	7
A problem-agnostic approach to feature selection and analysis using SHAP	7
Data science approach to stock prices forecasting in Indonesia during Covid-19 using Long Short-Term Memory (LSTM)	7
Improve data classification performance in diagnosing diabetes using the Binary Exchange Market Algorithm	7
Exploring AI-driven approaches for unstructured document analysis and future horizons	7
Performance-efficient distributed transfer and transformation of big spatial histopathology datasets in the cloud	7
Damped weighted erasable itemset mining with time sensitive dynamic environments	7
Alzheimer’s disease diagnosis by 3D-SEConvNeXt	7
Optimizing IoT intrusion detection system: feature selection versus feature extraction in machine learning	7
Neural network training with limited precision and asymmetric exponent	7
Exploring investor-business-market interplay for business success prediction	7
Uncertainty-driven generation of neutrosophic random variates from the Weibull distribution	7
Hypoxia within tumor microenvironment characterizes distinct genomic patterns and aids molecular subtyping for guiding individualized immunotherapy	7
The use of generative adversarial networks to alleviate class imbalance in tabular data: a survey	7
Multivariate cryptocurrency prediction: comparative analysis of three recurrent neural networks approaches	7
Predicting LQ45 financial sector indices using RNN-LSTM	7
Fitcam: detecting and counting repetitive exercises with deep learning	7
Spoofing keystroke dynamics authentication through synthetic typing pattern extracted from screen-recorded video	7
Unsupervised outlier detection for time-series data of indoor air quality using LSTM autoencoder with ensemble method	7
On hierarchical clustering-based approach for RDDBS design	6
Contrastive self-supervised representation learning framework for metal surface defect detection	6
The impact of ensemble learning on surgical tools classification during laparoscopic cholecystectomy	6
Vehicle routing problems based on Harris Hawks optimization	6
User profile correlation-based similarity (UPCSim) algorithm in movie recommendation system	6
Enhancing argumentation component classification using contextual language model	6
Cochran’s Q test for analyzing categorical data under uncertainty	6
Evaluating latent content within unstructured text: an analytical methodology based on a temporal network of associated topics	6
Testing coverage criteria for optimized deep belief network with search and rescue	6
Efficient parallel derivation of short distinguishing sequences for nondeterministic finite state machines using MapReduce	6
Predicting startup success using two bias-free machine learning: resolving data imbalance using generative adversarial networks	6
Computational methods for predicting the outcome of thoracic transplantation	6
An exploratory content and sentiment analysis of the guardian metaverse articles using leximancer and natural language processing	6
Novel mathematical model for the classification of music and rhythmic genre using deep neural network	6
An efficient annealing-assisted differential evolution for multi-parameter adaptive latent factor analysis	6
Evolutionary computation-based self-supervised learning for image processing: a big data-driven approach to feature extraction and fusion for multispectral object detection	6
Dissecting tumor antigens and immune subtypes for mRNA vaccine development in breast cancer	6
Time series modeling of road traffic accidents in Amhara Region	6
Why polls fail to predict elections	5
IDC: quantitative evaluation benchmark of interpretation methods for deep text classification models	5
Analyzing the worldwide perception of the Russia-Ukraine conflict through Twitter	5
Investigating the impact of pre-processing techniques and pre-trained word embeddings in detecting Arabic health information on social media	5
New distributed-topsis approach for multi-criteria decision-making problems in a big data context	5
Internet of things and ensemble learning-based mental and physical fatigue monitoring for smart construction sites	5
Application of microservices patterns to big data systems	5