首页>外文期刊>Journal of Big Data

Journal of Big Data

中文名称：大数据杂志

ISSN：
出版周期：-

发文量：205

期刊论文

热门论文

年度选择

2024
- 第1期
2023
- 第1期
2022
- 第1期
2021
- 第1期
2020
- 第1期
2019
- 第1期
2018
- 第1期
2017
- 第1期
2016
- 第1期
2015
- 第1期
2014
- 第1期

更多>>

全选（0）

1.Anomaly detection in business processes using process mining and fuzzy association rule learning

机译：使用流程挖掘和模糊协会规则学习的业务流程中的异常检测
- 作者：Riyanarto Sarno;Fernandes Sinaga;Kelly Rossa Sungkono
- 期刊名称：《Journal of Big Data》 | 2020年第1期
- Process miningAnomaly detectionFuzzy association rule learning;
2.Graphical Flow-based Spark Programming

机译：基于图形的火花编程
- 作者：Tanmaya Mahapatra;Christian Prehofer
- 期刊名称：《Journal of Big Data》 | 2020年第1期
- Spark pipelinesIoT mashup toolsGraphical toolsStream analyticsFlow-based programming;
3.Big data monetization throughout Big Data Value Chain: a comprehensive review

机译：整个大数据价值链中的大数据货币化：全面审查
- 作者：Abou Zakaria Faroukhi;Imane El Alaoui;Youssef Gahi;Aouatif Amine
- 期刊名称：《Journal of Big Data》 | 2020年第1期
- Value ChainBig DataBig Data Value ChainBig Data ManagementBig Data Monetization;
4.Criminal tendency detection from facial images and the gender bias effect

机译：面部图像和性别偏差效应的刑事趋势检测
- 作者：Mahdi Hashemi;Margeret Hall
- 期刊名称：《Journal of Big Data》 | 2020年第1期
- Image classificationFacial imagesConvolutional neural networkDeep learningMachine learningPersonality traits;
5.Toward multi-label sentiment analysis: a transfer learning based approach

机译：朝多标签情绪分析：基于转移学习的方法
- 作者：Jie Tao;Xing Fang
- 期刊名称：《Journal of Big Data》 | 2020年第1期
- Transfer learningMulti-label classificationSentiment analysisNatural language processingDeep learning;
6.Plant disease detection and classification techniques: a comparative study of the performances
- 作者：Demilie W.B.
- 期刊名称：《journal of big data》 | 2024年第1期
- Classification;
- Detection;
- DL;
- Image processing;
- ML;
- Plant disease;
7.CNN-IKOA: convolutional neural network with improved Kepler optimization algorithm for image segmentation: experimental validation and numerical exploration
- 作者：Abdel-Basset M.;Mohamed R.;Alrashdi I.Sallam K.M.Hameed I.A.
- 期刊名称：《journal of big data》 | 2024年第1期
- AI;
- Artificial intelligence;
- Chest diseases;
- Convolutional neural network;
- Global health;
- Optimization;
- X-ray;
8.Cyberattack detection in wireless sensor networks using a hybrid feature reduction technique with AI and machine learning methods
- 作者：Behiry M.H.;Aly M.
- 期刊名称：《journal of big data》 | 2024年第1期
- AI;
- CICIDS 2017;
- Hybrid reduction;
- ML;
- NSL-KDD;
- UNSW-NB 15;
- WSN;
9.Conventional dendritic cell 2 links the genetic causal association from allergic asthma to COVID-19: a Mendelian randomization and transcriptomic study
- 作者：Liu H.;Huang S.;Yang L.Zhou H.Chen B.Wu L.Zhang L.
- 期刊名称：《journal of big data》 | 2024年第1期
10.Federated Freeze BERT for text classification
- 作者：Galal O.;Abdel-Gawad A.H.;Farouk M.
- 期刊名称：《journal of big data》 | 2024年第1期
- BERT;
- Federated Learning (FL);
- Natural Language Processing (NLP);
- Pre-trained Language Models;
- Sentiment analysis;
- Text classification;
11.Out-of-distribution- and location-aware PointNets for real-time 3D road user detection without a GPU
- 作者：Seppanen A.;Alamikkotervo E.;Ojala R.Dario G.Tammi K.
- 期刊名称：《journal of big data》 | 2024年第1期
- Deep learning;
- Limited computational resources;
- Object detection;
- Perception;
12.A novel approach for detecting deep fake videos using graph neural network
- 作者：El-Gayar M.M.;Abouhawwash M.;Askar S.S.Sweidan S.
- 期刊名称：《journal of big data》 | 2024年第1期
13.Impact of random oversampling and random undersampling on the performance of prediction models developed using observational health data
- 作者：Yang C.;Fridgeirsson E.A.;Kors J.A.Reps J.M.Rijnbeek P.R.
- 期刊名称：《journal of big data》 | 2024年第1期
14.A review of graph neural networks: concepts, architectures, techniques, challenges, datasets, applications, and future directions
- 作者：Khemani B.;Patil S.;Kotecha K.Tanwar S.
- 期刊名称：《journal of big data》 | 2024年第1期
15.Gct-TTE: graph convolutional transformer for travel time estimation
- 作者：Mashurov V.;Chopuryan V.;Porvatov V.Ivanov A.Semenova N.
- 期刊名称：《journal of big data》 | 2024年第1期
- Geospatial data;
- Graph convolutional networks;
- Machine learning;
- Transformers;
- Travel time estimation;
16.A machine learning-based credit risk prediction engine system using a stacked classifier and a filter-based feature selection method
- 作者：Emmanuel I.;Sun Y.;Wang Z.
- 期刊名称：《journal of big data》 | 2024年第1期
- Credit risk;
- Feature selection;
- Machine learning;
17.Data reduction techniques for highly imbalanced medicare Big Data
- 作者：Hancock J.T.;Wang H.;Khoshgoftaar T.M.Liang Q.
- 期刊名称：《journal of big data》 | 2024年第1期
- Big Data;
- Ensemble supervised feature selection;
- Medicare fraud detection;
- Random undersampling;
18.RPf-GCNs: reciprocal perspective driven fused GCNs for rumor detection on social media
- 作者：Khan Z.;Gwak J.;Iltaf N.Pedrycz W.Jeon M.
- 期刊名称：《journal of big data》 | 2024年第1期
- Conversation reciprocal perspective;
- Graph convolutional network;
- Rumor detection;
- Social media analytic;
19.Prediction of flight departure delays caused by weather conditions adopting data-driven approaches
- 作者：Kim S.;Park E.
- 期刊名称：《journal of big data》 | 2024年第1期
- Delay prediction weather;
- Flight delay;
- LSTM;
- Machine learning;
20.Analysis of imprecise measurement data utilizing z-test for correlation
- 作者：Aslam M.
- 期刊名称：《journal of big data》 | 2024年第1期
- Correlation;
- Imprecise data;
- Medical data;
- Statistics;
- Z-test;
21.Low-shot learning and class imbalance: a survey
- 作者：Billion Polak P.;Prusa J.D.;Khoshgoftaar T.M.
- 期刊名称：《journal of big data》 | 2024年第1期
- Class imbalance;
- Class-imbalanced learning;
- Few-shot learning;
- Low-shot learning;
- Machine learning;
- Zero-shot learning;
22.Blockchain meets machine learning: a survey
- 作者：Kayikci S.;Khoshgoftaar T.M.
- 期刊名称：《journal of big data》 | 2024年第1期
- Blockchain;
- Finance;
- Internet of things;
- Machine learning;
- Medicine;
- Security;
- Supply chain;
23.Dual channel and multi-scale adaptive morphological methods for infrared small targets
- 作者：Liu Y.-B.;Zeng Y.-H.;Qin J.-H.
- 期刊名称：《journal of big data》 | 2024年第1期
- Infrared small target detection;
- Morphological operator;
- Structural element;
24.Internal dynamics of patent reference networks using the Bray–Curtis dissimilarity measure
- 作者：Baranyi J.;Csorba S.;Farkas Z.Pacza T.Jozwiak A.
- 期刊名称：《journal of big data》 | 2024年第1期
- Bray–Curtis dissimilarity;
- Emerging patterns;
- Intellectual ecology;
- Network analysis;
- Patents;
- Technological development;
25.The state of metaverse research: a bibliometric visual analysis based on CiteSpace
- 作者：Li H.;Li B.
- 期刊名称：《journal of big data》 | 2024年第1期
- CiteSpace;
- Metaverse;
- Visual analysis;
26.Hybrid beluga whale optimization algorithm with multi-strategy for functions and engineering optimization problems
- 作者：Huang J.;Hu H.
- 期刊名称：《journal of big data》 | 2024年第1期
27.Block size estimation for data partitioning in HPC applications using machine learning techniques
- 作者：Cantini R.;Marozzo F.;Orsino A.Talia D.Trunfio P.Badia R.M.Ejarque J.Vazquez-Novoa F.
- 期刊名称：《journal of big data》 | 2024年第1期
- Big data;
- Data partitioning;
- Data-parallel applications;
- High performance computing;
- Machine learning;
28.Can we predict multi-party elections with Google Trends data? Evidence across elections, data windows, and model classes
- 作者：Behnert J.;Lajic D.;Bauer P.C.
- 期刊名称：《journal of big data》 | 2024年第1期
29.Survey of transformers and towards ensemble learning using transformers for natural language processing
- 作者：Zhang H.;Shafiq M.O.
- 期刊名称：《journal of big data》 | 2024年第1期
- Ensemble learning;
- Natural language tasks;
- Transformer model;
- Transformer-based model;
30.Generalized Estimating Equations Boosting (GEEB) machine for correlated data
- 作者：Wang Y.-W.;Yang H.-C.;Chen Y.-H.Guo C.-Y.
- 期刊名称：《journal of big data》 | 2024年第1期
- Correlated data;
- Generalized Estimating Equations;
- Gradient boosting;
- Hierarchical data;
- Machine learning;
31.Analysis of customer reviews with an improved VADER lexicon classifier
- 作者：Barik K.;Misra S.
- 期刊名称：《journal of big data》 | 2024年第1期
- Customer reviews;
- Improved VADER (IVADER);
- Lexicon-based dictionary;
- Multi-domain sentiment analysis;
32.Hybrid wrapper feature selection method based on genetic algorithm and extreme learning machine for intrusion detection
- 作者：Maseno E.M.;Wang Z.
- 期刊名称：《journal of big data》 | 2024年第1期
- Extreme learning machine;
- Feature selection;
- Genetic algorithm;
- IoT;
- ToN network data set;
- Wrapper methods;
33.Instance segmentation on distributed deep learning big data cluster
- 作者：Elhmadany M.;Elmadah I.;Abdelmunim H.E.
- 期刊名称：《journal of big data》 | 2024年第1期
- Azure databricks;
- Big data cluster;
- BigDl;
- Distributed deep learning;
- Instance segmentation;
- ONNX;
- OpenVINO;
- Spark;
- YOLACT;
34.Bilingual video captioning model for enhanced video retrieval
- 作者：Alrebdi N.;Al-Shargabi A.A.
- 期刊名称：《journal of big data》 | 2024年第1期
35.Reversible data hiding with segmented secrets and smoothed samples in various audio genres
- 作者：Ahmad Tohari;Samudra Yoga
- 期刊名称：《journal of big data》 | 2020年第1期
- Audio processing;
- Confidentiality;
- Data hiding;
- Information security;
- Secret data;
36.Actionable Knowledge As A Service (AKAAS): Leveraging big data analytics in cloud computing environments
- 作者：Depeige A.;Doyencourt D.
- 期刊名称：《journal of big data》 | 2015年第1期
- Business intelligence;
- Cloud computing;
- Data analytics;
- Knowledge as a service;
- Knowledge management;
- User-centered practices;
37.The ubiquitous self-organizing map for non-stationary data streams
- 作者：Silva B.;Marques N.C.
- 期刊名称：《journal of big data》 | 2015年第1期
- Clustering;
- Data streams;
- Exploratory analysis;
- Non-stationary data;
- Self-organizing maps;
- Sensor data;
38.Paradigm Shift in Big Data SuperComputing: DataFlow vs. ControlFlow
- 作者：Trifunovic N.;Milutinovic V.;Salom J.Kos A.
- 期刊名称：《journal of big data》 | 2015年第1期
39.Structural and functional analytics for community detection in large-scale complex networks
- 作者：Chopade P.;Zhan J.
- 期刊名称：《journal of big data》 | 2015年第1期
- Big data;
- Centrality;
- Community;
- Complex network;
- Laplacian;
- Modularity;
- Robustness;
40.An industrial big data pipeline for data-driven analytics maintenance applications in large-scale smart manufacturing facilities
- 作者：ODonovan P.;Leahy K.;Bruton K.OSullivan D.T.J.
- 期刊名称：《journal of big data》 | 2015年第1期
41.Meta-MapReduce for scalable data mining
- 作者：Liu X.;Wang X.;Matwin S.Japkowicz N.
- 期刊名称：《journal of big data》 | 2015年第1期
- Adaboost;
- Big data;
- Hadoop;
- MapReduce;
- Meta-learning;
- Parallel computing;
42.A survey on platforms for big data analytics
- 作者：Singh D.;Reddy C.K.
- 期刊名称：《journal of big data》 | 2015年第1期
- Big data;
- big data analytics;
- big data platforms;
- graphics processing units;
- k-means clustering;
- MapReduce;
- real-time processing;
- scalability;
43.DCMS: A data analytics and management system for molecular simulation
- 作者：Kumar A.;Grupcev V.;Berrada M.Fogarty J.C.Tu Y.-C.Zhu X.Pandit S.A.Xia Y.
- 期刊名称：《journal of big data》 | 2015年第1期
- Data compression;
- Molecular dynamics;
- Molecular simulation;
- Scientific database;
- Spatiotemporal database;
44.Cabinet Tree: an orthogonal enclosure approach to visualizing and exploring big data
- 作者：Yang Y.;Zhang K.;Wang J.Nguyen Q.V.
- 期刊名称：《journal of big data》 | 2015年第1期
- Big data;
- Hierarchical visualization;
- Orthogonal enclosure;
- Tree drawing;
45.Performance analysis of concurrent workflows
- 作者：Kempa-Liehr A.
- 期刊名称：《journal of big data》 | 2015年第1期
46.Visualizing Big Data with augmented and virtual reality: challenges and research agenda
- 作者：Olshannikova E.;Ometov A.;Koucheryavy Y.Olsson T.
- 期刊名称：《journal of big data》 | 2015年第1期
- Augmented reality;
- Big Data;
- Evolution;
- Human interaction;
- Mixed reality;
- Virtual reality;
- Visualization;
47.Choosing the right NoSQL database for the job: a quality attribute evaluation
- 作者：Lourenco J.R.;Cabral B.;Carreiro P.Vieira M.Bernardino J.
- 期刊名称：《journal of big data》 | 2015年第1期
- Columnar;
- Document store;
- Graph;
- Key-value;
- NoSQL databases;
- Quality attributes;
- Software architecture;
- Software engineering;
48.Summarizing large text collection using topic modeling and clustering based on MapReduce framework
- 作者：Nagwani N.K.
- 期刊名称：《journal of big data》 | 2015年第1期
- Big Text Data analysis;
- Clustering based summarization;
- Semantic similarity;
- Summarizing large text;
- Text clustering;
49.Deep learning applications and challenges in big data analytics
- 作者：Najafabadi M.M.;Villanustre F.;Khoshgoftaar T.M.Seliya N.Wald R.Muharemagic E.
- 期刊名称：《journal of big data》 | 2015年第1期
- Big data;
- Deep learning;
50.SOCR data dashboard: an integrated big data archive mashing medicare, labor, census and econometric information
- 作者：Husain S.S.;Kalinin A.;Truong A.Dinov I.D.
- 期刊名称：《journal of big data》 | 2015年第1期
51.Database application model and its service for drug discovery in Model-driven architecture
- 作者：Etani N.
- 期刊名称：《journal of big data》 | 2015年第1期
52.A data mining framework to analyze road accident data
- 作者：Kumar S.;Toshniwal D.
- 期刊名称：《journal of big data》 | 2015年第1期
- Accident analysis;
- Clustering;
- Data mining;
- Road accidents;
53.Contextual anomaly detection framework for big sensor data
- 作者：Hayes M.A.;Capretz M.A.
- 期刊名称：《journal of big data》 | 2015年第1期
- Big data analytics;
- Contextual anomaly detection;
- Multivariate clustering;
- Predictive modelling;
- Streaming sensors;
54.Intrusion detection and Big Heterogeneous Data: a Survey
- 作者：Zuech R.;Khoshgoftaar T.M.;Wald R.
- 期刊名称：《journal of big data》 | 2015年第1期
- Big data;
- Big Heterogeneous Data;
- Cloud;
- Data fusion;
- Feature selection;
- Hadoop;
- Heterogeneous;
- IDS;
- Intrusion detection;
- Security;
- SIEM;
- Situational awareness;
55.A novel algorithm for fast and scalable subspace clustering of high-dimensional data
- 作者：Kaur A.;Datta A.
- 期刊名称：《journal of big data》 | 2015年第1期
- Data mining;
- High dimensional data;
- Scalable data mining;
- Subspace clustering;
56.Erratum to: Structural and functional analytics for community detection in large-scale complex networks (Journal of Big Data, (2015), 2, 1, (11), 10.1186/s40537-015-0019-y)
- 作者：Chopade P.;Zhan J.
- 期刊名称：《journal of big data》 | 2015年第1期
57.Sentiment analysis using product review data
- 作者：Fang X.;Zhan J.
- 期刊名称：《journal of big data》 | 2015年第1期
- Sentiment analysis;
- Sentiment polarity categorization;
- Natural language processing;
- Product reviews;
58.Survey of review spam detection using machine learning techniques
- 作者：Crawford M.;Khoshgoftaar T.M.;Prusa J.D.Richter A.N.Al Najada H.
- 期刊名称：《journal of big data》 | 2015年第1期
- Big data;
- Classification;
- Machine learning;
- Opinion mining;
- Review spam;
- Web mining;
59.Sharing big biomedical data
- 作者：Toga A.W.;Dinov I.D.
- 期刊名称：《journal of big data》 | 2015年第1期
- Analytics;
- Big data;
- Policy;
- Privacy;
- Sharing;
60.A survey of open source tools for machine learning with big data in the Hadoop ecosystem
- 作者：Landset S.;Khoshgoftaar T.M.;Richter A.N.Hasanin T.
- 期刊名称：《journal of big data》 | 2015年第1期
- Big data;
- Flink;
- H2O;
- Hadoop;
- Machine learning;
- Mahout;
- MLlib;
- SAMOA;
- Spark;
- Storm;
61.Big data in manufacturing: a systematic mapping study
- 作者：ODonovan P.;Leahy K.;Bruton K.OSullivan D.T.J.
- 期刊名称：《journal of big data》 | 2015年第1期
62.Unified platform for storing, retrieving, and analysing biomechanical applications data using graph database
- 作者：Hribernik Matevz;Tomazic Saso;Umek AntonKos Anton
- 期刊名称：《journal of big data》 | 2023年第1期
- Biomechanical application;
- Sensor systems;
- Cloud platform;
- Big data;
- Data modelling;
- Graph database;
- Application programming interface;
- Sport;
- Rehabilitation;
- Connected devices;
63.Enhancing correlated big data privacy using differential privacy and machine learning
- 作者：Biswas Sreemoyee;Fole Anuja;Khare NilayAgrawal Pragati
- 期刊名称：《journal of big data》 | 2023年第1期
- Big data privacy;
- Correlated datasets;
- Data correlation;
- Machine learning;
- Correlated big data;
- Data privacy threats;
- Data privacy algorithms;
64.The use of class imbalanced learning methods on ULSAM data to predict the case-control status in genome-wide association studies
- 作者：Oztornaci R. Onur;Syed Hamzah;Morris Andrew P.Tasdelen Bahar
- 期刊名称：《journal of big data》 | 2023年第1期
- Machine learning;
- Class imbalanced methods;
- GWAS;
- ULSAM study;
- CLASSIFICATION;
- SELECTION;
- PLINK;
- SMOTE;
- SVM;
65.Bibliometric mining of research directions and trends for big data
- 作者：Lundberg Lars
- 期刊名称：《journal of big data》 | 2023年第1期
- Bibliometrics;
- Research directions;
- Research trends;
- Fields of science and technology;
- Geographic regions;
- Scopus database;
- EVOLUTION;
- SCIENCE;
66.CEU-Net: ensemble semantic segmentation of hyperspectral images using clustering
- 作者：Soucy Nicholas;Sekeh Salimeh Yasaei
- 期刊名称：《journal of big data》 | 2023年第1期
- Hyperspectral images;
- Big data;
- Semantic segmentation;
- UNet;
- Convolutional neural network;
- Ensemble methods;
- Clustering;
- Patching;
- FEATURE-EXTRACTION;
- CLASSIFICATION;
- AUTOENCODER;
- SELECTION;
67.Optical electrocardiogram based heart disease prediction using hybrid deep learning
- 作者：Golande Avinash L.;Pavankumar T.
- 期刊名称：《journal of big data》 | 2023年第1期
- Convolutional neural network;
- Electrocardiogram;
- Heart disease detection;
- Classification;
- Smart healthcare;
- CLASSIFICATION;
68.Cochran's Q test for analyzing categorical data under uncertainty
- 作者：Aslam Muhammad
- 期刊名称：《journal of big data》 | 2023年第1期
- Uncertainty quantification;
- Categorical data analysis;
- Statistical inference;
- Neutrosophic logic;
- Hypothesis testing;
69.Time series data analysis under indeterminacy
- 作者：Aslam Muhammad
- 期刊名称：《journal of big data》 | 2023年第1期
- Semi average method;
- Trend;
- Imprecise data;
- Classical statistics;
- Forecasting;
- WIND-SPEED;
- WEIBULL;
70.Cross-modality representation learning from transformer for hashtag prediction
- 作者：Khalil Mian Muhammad Yasir;Wang Qingxian;Chen BoWang Weidong
- 期刊名称：《journal of big data》 | 2023年第1期
- Attention mechanism;
- Hashtag recommendation;
- Multimodal data;
- Transfer learning;
- RECOMMENDATION;
71.An approach to application-layer DoS detection
- 作者：Kemp Cliff;Calvert Chad;Khoshgoftaar Taghi M.Leevy Joffrey L.
- 期刊名称：《journal of big data》 | 2023年第1期
- Application-layer DoS attack;
- Machine learning;
- HTTP GET;
- HTTP POST;
- Slow read DoS;
- Netflow;
- DDOS ATTACK;
72.New distributed-topsis approach for multi-criteria decision-making problems in a big data context
- 作者：Lamrini Loubna;Abounaima Mohammed Chaouki;Alaoui Mohammed Talibi
- 期刊名称：《journal of big data》 | 2023年第1期
- Multi-criteria decision making (MCDM);
- TOPSIS;
- MapReduce;
- Apache Spark;
- Apache Hadoop;
- PySpark;
- Dataproc;
- Google cloud platform (GCP);
73.Modified centroid triplet loss for person re-identification
- 作者：Alnissany Alaa;Dayoub Yazan
- 期刊名称：《journal of big data》 | 2023年第1期
- Person ReID;
- Triplet loss;
- Center loss;
- Inter class distance;
- Centroid triplet loss;
- DukeMTMC-ReID;
- Market-1501;
74.Online listing data and their interaction with market dynamics: evidence from Singapore during COVID-19
- 作者：Lee Jieun;Lee Kwan Ok
- 期刊名称：《journal of big data》 | 2023年第1期
- Online listing;
- Natural language processing;
- Advertising keywords;
- COVID-19;
- PropTech;
- BIG DATA;
- PRICES;
- PERFORMANCE;
75.Discovery of crime event sequences with constricted spatio-temporal sequential patterns
- 作者：Maciag Piotr S.;Bembenik Robert;Dubrawski Artur
- 期刊名称：《journal of big data》 | 2023年第1期
- Data mining;
- Spatio-temporal sequential patterns;
- Crime-data analysis;
- Patterns discovery;
- Concise representation;
76.Forex market forecasting using machine learning: Systematic Literature Review and meta-analysis
- 作者：Ayitey Junior Michael;Appiahene Peter;Appiah ObedBombie Christopher Ninfaakang
- 期刊名称：《journal of big data》 | 2023年第1期
- Systematic Literature Review;
- Forex market;
- Machine learning;
- Meta-analysis;
- ARTIFICIAL NEURAL-NETWORK;
77.Designing and evaluating a big data analytics approach for predicting students' success factors
- 作者：Fahd Kiran;Miah Shah J.
- 期刊名称：《journal of big data》 | 2023年第1期
78.An enhanced random forest approach using CoClust clustering: MIMIC-III and SMS spam collection application
- 作者：Taskin Zeynep Ilhan;Yildirak Kasirga;Aladag Cagdas Hakan
- 期刊名称：《journal of big data》 | 2023年第1期
- CoClust;
- Random forest;
- Copula;
- Feature selection;
- MIMIC-III;
- HEART-RATE-VARIABILITY;
- CLASSIFICATION;
79.eBF: an enhanced Bloom Filter for intrusion detection in IoT
- 作者：Gebretsadik Fitsum Gebreegziabher;Nayak Sabuzima;Patgiri Ripon
- 期刊名称：《journal of big data》 | 2023年第1期
- Bloom filter;
- Intrusion detection system;
- IoT;
- Big data;
80.Artificial intelligence for improving Nitrogen Dioxide forecasting of Abu Dhabi environment agency ground-based stations
- 作者：AlShehhi Aamna;Welsch Roy
- 期刊名称：《journal of big data》 | 2023年第1期
- Nitrogen Dioxide;
- Forecast;
- Artificial Intelligence;
- Deep Learning;
- Temporal Models;
- Transformer Model;
- PREDICTION;
- NO2;
81.RTiSR: a review-driven time interval-aware sequential recommendation method
- 作者：Shi Xiaoyu;Liu Quanliang;Bai YananShang Mingsheng
- 期刊名称：《journal of big data》 | 2023年第1期
- Recommender system;
- Sequential recommendation;
- Review-driven;
- Deep learning;
- Time-aware model;
82.A multi-manifold learning based instance weighting and under-sampling for imbalanced data classification problems
- 作者：Feizi Tayyebe;Moattar Mohammad Hossein;Tabatabaee Hamid
- 期刊名称：《journal of big data》 | 2023年第1期
- Imbalanced data;
- Classification;
- Under-sampling;
- Multi-Manifold learning;
- REDUCTION ALGORITHM;
- SMOTE;
83.Automated segmentation of choroidal neovascularization on optical coherence tomography angiography images of neovascular age-related macular degeneration patients based on deep learning
- 作者：Feng Wei;Duan Meihan;Wang BingjieDu YuZhao YiranWang BinZhao LinGe ZongyuanHu Yuntao
- 期刊名称：《journal of big data》 | 2023年第1期
84.Geographical visualization of tweets, misinformation, and extremism during the USA 2020 presidential election using LSTM, NLP, and GIS
- 作者：Hashemi Mahdi
- 期刊名称：《journal of big data》 | 2023年第1期
- Misinformation;
- Elections;
- Social media;
- Spatial visualization;
- Deep learning;
- Natural language processing;
- CAMPAIGNS;
- WARFARE;
- PARTY;
85.Uncertainty-driven generation of neutrosophic random variates from the Weibull distribution
- 作者：Aslam Muhammad
- 期刊名称：《journal of big data》 | 2023年第1期
- Neutrosophic data;
- Classical statistics;
- Simulation;
- Weibull distribution;
- Indeterminacy;
- ORDER-STATISTICS;
- RANDOM-VARIABLES;
86.Artifact-free fat-water separation in Dixon MRI using deep learning
- 作者：Basty Nicolas;Thanaj Marjola;Cule MadeleineSorokin Elena P.Liu YiThomas E. LouiseBell Jimmy D.Whitcher Brandon
- 期刊名称：《journal of big data》 | 2023年第1期
- Neural networks;
- Magnetic resonance imaging;
- Body composition;
- Artifact reduction;
- GENERATIVE ADVERSARIAL NETWORKS;
87.Big data decision tree for continuous-valued attributes based on unbalanced cut points
- 作者：Ma Shixiang;Zhai Junhai
- 期刊名称：《journal of big data》 | 2023年第1期
- Big data;
- Decision tree;
- Cut point;
- Hadoop;
- Spark;
- ALGORITHMS;
- PARALLEL;
88.Search-engine-based surveillance using artificial intelligence for early detection of coronavirus disease outbreak
- 作者：Wang Ligui;Liu Yuqi;Chen HuiQiu ShaofuLiu YonghongYang MingjuanDu XinyingLi ZhenjunHao RongzhangTian HuaiyuSong Hongbin
- 期刊名称：《journal of big data》 | 2023年第1期
- AI;
- Early detection;
- Prediction;
- Search-engine-based surveillance;
89.Early prediction of MODS interventions in the intensive care unit using machine learning
- 作者：Liu Chang;Yao Zhenjie;Liu PengfeiTu YanhuiChen HuCheng HaiboXie LixinXiao Kun
- 期刊名称：《journal of big data》 | 2023年第1期
- MODS;
- Stacked ensemble;
- Feature interpretation;
- Decision recommendation;
- MULTIPLE ORGAN DYSFUNCTION;
- EFFICACY;
90.Sentiment analysis of Indonesian datasets based on a hybrid deep-learning strategy
- 作者：Lin Chih-Hsueh;Nuha Ulin
- 期刊名称：《journal of big data》 | 2023年第1期
- Sentiment analysis;
- Hybrid model;
- Text representation;
- BERT;
- Classifier models;
- BAT ALGORITHM;
91.Threshold optimization and random undersampling for imbalanced credit card data
- 作者：Leevy Joffrey L. L.;Johnson Justin M. M.;Hancock JohnKhoshgoftaar Taghi M. M.
- 期刊名称：《journal of big data》 | 2023年第1期
- Output thresholding;
- Credit Card Fraud Detection Dataset;
- Random undersampling;
- Machine learning;
- PERFORMANCE;
- ALGORITHMS;
92.Practical ANN prediction models for the axial capacity of square CFST columns
- 作者：Dordevic Filip;Kostic Svetlana M.
- 期刊名称：《journal of big data》 | 2023年第1期
- Compressive strength;
- Machine learning;
- Levenberg-Marquardt;
- Bayesian regularization;
- Empirical equations;
- CFST columns;
- STRESS-STRAIN MODEL;
- NEURAL-NETWORK;
- CONCRETE;
- ALGORITHM;
- BEHAVIOR;
- DESIGN;
- FUZZY;
93.An ensemble method for estimating the number of clusters in a big data set using multiple random samples
- 作者：Mahmud Mohammad Sultan;Huang Joshua Zhexue;Ruby RukhsanaWu Kaishun
- 期刊名称：《journal of big data》 | 2023年第1期
- Ensemble learning;
- Number of clusters;
- Random sample partition;
- Cluster ball model;
- Approximate computing;
- I-NICE;
- ALGORITHM;
- CONSENSUS;
94.Short-term photovoltaic power production forecasting based on novel hybrid data-driven models
- 作者：Alrashidi Musaed;Rahman Saifur
- 期刊名称：《journal of big data》 | 2023年第1期
95.Conflict resolution in the case of convective weather cell circumvention
- 作者：Bogdanovic Vojislav;Mao Zhi-Hong
- 期刊名称：《journal of big data》 | 2023年第1期
96.Novel mathematical model for the classification of music and rhythmic genre using deep neural network
- 作者：Patil Swati A.;Pradeepini G.;Komati Thirupathi Rao
- 期刊名称：《journal of big data》 | 2023年第1期
- Mathematical model;
- Neural network;
- Feature extraction;
- MG;
- Time complexity;
- Space complexity;
- Deep neural network Learning;
- GTZAN;
97.Healthcare knowledge graph construction: A systematic review of the state-of-the-art, open issues, and opportunities
- 作者：Abu-Salih Bilal;AL-Qurishi Muhammad;Alweshah MohammedAL-Smadi MohammadAlfayez ReemSaadeh Heba
- 期刊名称：《journal of big data》 | 2023年第1期
- Knowledge graph;
- Knowledge graph construction;
- Healthcare Knowledge Graph;
- Drugs;
- Diseases;
- Biomedicine;
- Survey;
- ADVERSE DRUG-REACTIONS;
- BIG DATA;
- ONTOLOGY;
- COVID-19;
98.The evolution of Big Data in neuroscience and neurology
- 作者：Dipietro Laura;Gonzalez-Mego Paola;Ramos-Estebanez CiroZukowski Lauren HanaMikkilineni RahulRushmore Richard JarrettWagner Timothy
- 期刊名称：《journal of big data》 | 2023年第1期
99.Big Data Analytics-based life cycle sustainability assessment for sustainable manufacturing enterprises evaluation
- 作者：Tamym Lahcen;Benyoucef Lyes;Moh Ahmed Nait SidiEl Ouadghiri Moulay Driss
- 期刊名称：《journal of big data》 | 2023年第1期
100.Comparative analysis of binary and one-class classification techniques for credit card fraud data
- 作者：Leevy Joffrey L.;Hancock John;Khoshgoftaar Taghi M.
- 期刊名称：《journal of big data》 | 2023年第1期
- Binary classification;
- One-class classification;
- Credit card fraud;
- High class imbalance;
- ALGORITHMS;

客服邮箱：kefu@zhangqiaokeyan.com

客服微信
服务号