Works matching IS 21961115 AND DT 2024 AND VI 11

Results: 176

Decentralized big data mining: federated learning for clustering youth tobacco use in India.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-01042-0

By:

Haripriya, Rahul;
Khare, Nilay;
Pandey, Manish;
Biswas, Sreemoyee

Publication type:

Article

Artificial intelligence's impact on drug delivery in healthcare supply chain management: data, techniques, analysis, and managerial implications.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-01049-7

By:

Hezam, Ibrahim M.;
Ali, Ahmed M.;
Alshamrani, Ahmad M.;
Gao, Xuehong;
Abdel-Basset, Mohamed

Publication type:

Article

Topological variable neighborhood search.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-01017-1

By:

Filipović, Vladimir;
Kartelj, Aleksandar

Publication type:

Article

Dual-weight decay mechanism and Nelder-Mead simplex boosted RIME algorithm for optimal power flow.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-01034-0

By:

Wu, Huangying;
Chen, Yi;
Cai, Zhennao;
Heidari, Ali Asghar;
Chen, Huiling;
Liang, Guoxi

Publication type:

Article

Seasonal short-term photovoltaic power prediction based on GSK–BiGRU–XGboost considering correlation of meteorological factors.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-01037-x

By:

Xiong, Guojiang;
Zhang, Jing;
Fu, Xiaofan;
Chen, Jun;
Mohamed, Ali Wagdy

Publication type:

Article

Enhancing credit card fraud detection: highly imbalanced data case.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-01059-5

By:

Breskuvienė, Dalia;
Dzemyda, Gintautas

Publication type:

Article

Watch and learn: event-domain term extraction from social networks.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-01040-2

By:

Mamo, Nicholas;
Azzopardi, Joel;
Layfield, Colin

Publication type:

Article

Big data and AI-driven evidence analysis: a global perspective on citation trends, accessibility, and future research in legal applications.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-01046-w

By:

Kerdvibulvech, Chutisant

Publication type:

Article

Distinguishing novel coronavirus influenza A virus pneumonia with CT radiomics and clinical features.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-01031-3

By:

Sui, Lianyu;
Meng, Huan;
Wang, Jianing;
Yang, Wei;
Yang, Lulu;
Chen, Xudan;
Zhuo, Liyong;
Xing, Lihong;
Zhang, Yu;
Cui, Jingjing;
Yin, Xiaoping

Publication type:

Article

A systematic review of deep learning applications in database query execution.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-01025-1

By:

Milicevic, Bogdan;
Babovic, Zoran

Publication type:

Article

The application of adaptive group LASSO imputation method with missing values in personal income compositional data.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-01009-1

By:

Tian, Ying;
Ali, Majid Khan Majahar;
Wu, Lili

Publication type:

Article

Data-driven prediction of soccer outcomes using enhanced machine and deep learning techniques.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-01008-2

By:

Atta Mills, Ebenezer Fiifi Emire;
Deng, Zihui;
Zhong, Zhuoqing;
Li, Jinger

Publication type:

Article

A survey of graph convolutional networks (GCNs) in FPGA-based accelerators.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-01022-4

By:

Procaccini, Marco;
Sahebi, Amin;
Giorgi, Roberto

Publication type:

Article

A hybrid Hadoop-based sentiment analysis classifier for tweets associated with COVID-19 utilizing two machine learning algorithms: CNN, and fuzzy C4.5.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-01014-4

By:

Es-sabery, Fatima;
Es-sabery, Ibrahim;
Qadir, Junaid;
Sainz-de-Abajo, Beatriz;
Garcia-Zapirain, Begonya

Publication type:

Article

Online variational Gaussian process for time series data.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-01005-5

By:

Wang, Weidong;
Khalil, Mian Muhammad Yasir;
Bayisa, Leta Yobsan

Publication type:

Article

An integrated multistage ensemble machine learning model for fraudulent transaction detection.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00996-5

By:

Talukder, Md. Alamin;
Khalid, Majdi;
Uddin, Md Ashraf

Publication type:

Article

A real-time predicting online tool for detection of people's emotions from Arabic tweets based on big data platforms.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-01035-z

By:

Abdelhady, Naglaa;
Elsemman, Ibrahim E.;
Soliman, Taysir Hassan A.

Publication type:

Article

Automatic identification and classification of pediatric glomerulonephritis on ultrasound images based on deep learning and radiomics.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-01033-1

By:

Kou, Jun;
Li, Zuying;
You, Yazi;
Wang, Ruiqi;
Chen, Jingyu;
Tang, Yi

Publication type:

Article

Exploring statistical and machine learning methods for modeling probability distribution parameters in downtime length analysis: a paper manufacturing machine case study.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-01030-4

By:

Koković, Vladimir;
Pavlović, Kosta;
Mijanović, Andjela;
Kovačević, Slavko;
Mačužić, Ivan;
Božović, Vladimir

Publication type:

Article

Advanced ANN regularization-based algorithm for prediction of the fundamental period of masonry infilled RC frames.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-01027-z

By:

Đorđević, Filip;
Marinković, Marko

Publication type:

Article

Big data processing using hybrid Gaussian mixture model with salp swarm algorithm.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-01015-3

By:

Saravanakumar, R.;
TamilSelvi, T.;
Pandey, Digvijay;
Pandey, Binay Kumar;
Mahajan, Darshan A.;
Lelisho, Mesfin Esayas

Publication type:

Article

An assessment of large language models for OpenMP-based code parallelization: a user perspective.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-01019-z

By:

Mišić, Marko;
Dodović, Matija

Publication type:

Article

PM2.5 prediction using population-based centrality weight.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-01012-6

By:

Choi, Hee Joon;
Lee, Won Kyung;
Sohn, So Young

Publication type:

Article

DroneSilient (drone + resilient): an anti-drone system.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-01004-6

By:

Nair, Meghna Manoj;
Sriraman, Harini;
Sai, Gadiparthy Harika;
Pattabiraman, V.

Publication type:

Article

Trends in real-time artificial intelligence methods in sports: a systematic review.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-01026-0

By:

Vec, Val;
Tomažič, Sašo;
Kos, Anton;
Umek, Anton

Publication type:

Article

SoftLungX: leveraging transfer learning with convolutional neural networks for accurate respiratory disease classification in chest X-ray images.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-01018-0

By:

Geroski, Tijana;
Pavić, Ognjen;
Dašić, Lazar;
Milovanović, Dragan;
Petrović, Marina;
Filipović, Nenad

Publication type:

Article

Hyperdimensional computing: a framework for stochastic computation and symbolic AI.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-01010-8

By:

Heddes, Mike;
Nunes, Igor;
Givargis, Tony;
Nicolau, Alexandru;
Veidenbaum, Alex

Publication type:

Article

Low-level turbulence risk assessment and visualization using temporal rate of change of headwind of an aircraft.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-01032-2

By:

Ito, Koji;
Ohba, Haruka;
Mizuno, Shinya

Publication type:

Article

Using topological data analysis and machine learning to predict customer churn.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-01020-6

By:

Sagming, Marcel;
Heymann, Reolyn;
Visaya, Maria Vivien

Publication type:

Article

Advances in ECG and PCG-based cardiovascular disease classification: a review of deep learning and machine learning methods.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-01011-7

By:

Ameen, Asmaa;
Fattoh, Ibrahim Eldesouky;
Abd El-Hafeez, Tarek;
Ahmed, Kareem

Publication type:

Article

Metamorphosing forex: advancements in volatility forecasting using a modified fuzzy time series framework.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-01003-7

By:

Bilal, Muhammad;
Aamir, Muhammad;
Abdullah, Saleem;
Norrulashikin, Siti Mariam;
Alqasem, Ohud A.;
Elwahab, Maysaa E. A.;
Khan, Ilyas

Publication type:

Article

Quality assurance strategies for machine learning applications in big data analytics: an overview.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-01028-y

By:

Ogrizović, Mihajlo;
Drašković, Dražen;
Bojić, Dragan

Publication type:

Article

Integrating Big Data, Artificial Intelligence, and motion analysis for emerging precision medicine applications in Parkinson's Disease.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-01023-3

By:

Dipietro, Laura;
Eden, Uri;
Elkin-Frankston, Seth;
El-Hagrassy, Mirret M.;
Camsari, Deniz Doruk;
Ramos-Estebanez, Ciro;
Fregni, Felipe;
Wagner, Timothy

Publication type:

Article

Siamese Graph Convolutional Split-Attention Network with NLP based Social Sentimental Data for enhanced stock price predictions.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-01016-2

By:

Kumarappan, Jayaraman;
Rajasekar, Elakkiya;
Vairavasundaram, Subramaniyaswamy;
Kotecha, Ketan;
Kulkarni, Ambarish

Publication type:

Article

Smt efficiency in supervised ML methods: a throughput and interference analysis.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-01013-5

By:

Pons, Lucia;
Navarro, Marta;
Petit, Salvador;
Pons, Julio;
Gómez, María E.;
Sahuquillo, Julio

Publication type:

Article

A review on adversarial–based deep transfer learning mechanical fault diagnosis.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-01006-4

By:

Guo, Yu;
Cheng, Ziyi;
Zhang, Jundong;
Sun, Bin;
Wang, YongKang

Publication type:

Article

CMMamba: channel mixing Mamba for time series forecasting.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-01001-9

By:

Li, Qiang;
Qin, Jiwei;
Cui, Daishun;
Sun, Dezhi;
Wang, Dacheng

Publication type:

Article

DFRDRL: a dynamic fuzzy routing algorithm based on deep reinforcement learning with guaranteed latency and bandwidth for software-defined networks.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-01029-x

By:

Wang, Yonghong;
Othman, Marini;
Choo, Wou Onn;
Liu, Ruiqing;
Wang, Xiaofeng

Publication type:

Article

HepScope: CNN-based single-cell discrimination of malignant hepatocytes.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-01024-2

By:

Go, Yunjin;
Ng, Jestlin Tianthing;
Lim, Darren Wan-Teck;
Lim, Su Bin

Publication type:

Article

A systematic scrutiny of artificial intelligence-based air pollution prediction techniques, challenges, and viable solutions.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-01002-8

By:

Malhotra, Meenakshi;
Walia, Savita;
Lin, Chia-Chen;
Aulakh, Inderdeep Kaur;
Agarwal, Saurabh

Publication type:

Article

A systematic literature review of neuroimaging coupled with machine learning approaches for diagnosis of attention deficit hyperactivity disorder.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00998-3

By:

Ashraf, Imran;
Jung, Seungpil;
Hur, Soojung;
Park, Yongwan

Publication type:

Article

An efficient weighted slime mould algorithm for engineering optimization.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-01000-w

By:

Sun, Qibo;
Wang, Chaofan;
Chen, Yi;
Heidari, Ali Asghar;
Chen, Huiling;
Liang, Guoxi

Publication type:

Article

A multi-dimensional hierarchical evaluation system for data quality in trustworthy AI.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00999-2

By:

Zhang, Hui-Juan;
Chen, Can-Can;
Ran, Peng;
Yang, Kai;
Liu, Quan-Chao;
Sun, Zhe-Yuan;
Chen, Jia;
Chen, Jia-Ke

Publication type:

Article

Shielding networks: enhancing intrusion detection with hybrid feature selection and stack ensemble learning.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00994-7

By:

Alsaffar, Ali Mohammed;
Nouri-Baygi, Mostafa;
Zolbanin, Hamed M.

Publication type:

Article

Machine learning and deep learning models based grid search cross validation for short-term solar irradiance forecasting.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00991-w

By:

El-Shahat, Doaa;
Tolba, Ahmed;
Abouhawwash, Mohamed;
Abdel-Basset, Mohamed

Publication type:

Article

Optimizing poultry audio signal classification with deep learning and burn layer fusion.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00985-8

By:

Hassan, Esraa;
Elbedwehy, Samar;
Shams, Mahmoud Y.;
Abd El-Hafeez, Tarek;
El-Rashidy, Nora

Publication type:

Article

Integrating microarray-based spatial transcriptomics and RNA-seq reveals tissue architecture in colorectal cancer.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00992-9

By:

Li, Zheng;
Zhang, Xiaojie;
Sun, Chongyuan;
Li, Zefeng;
Fei, He;
Zhao, Dongbing

Publication type:

Article

Inhibitory neuron links the causal relationship from air pollution to psychiatric disorders: a large multi-omics analysis.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00960-3

By:

Liang, Xisong;
Wen, Jie;
Qu, Chunrun;
Zhang, Nan;
Dai, Ziyu;
Zhang, Hao;
Luo, Peng;
Meng, Ming;
Liu, Zhixiong;
Fan, Fan;
Cheng, Quan

Publication type:

Article

Evolutionary computation-based self-supervised learning for image processing: a big data-driven approach to feature extraction and fusion for multispectral object detection.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00988-5

By:

Shen, Xiaoyang;
Li, Haibin;
Shankar, Achyut;
Viriyasitavat, Wattana;
Chamola, Vinay

Publication type:

Article

Development and evaluation of a deep learning model for automatic segmentation of non-perfusion area in fundus fluorescein angiography.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00968-9

By:

Feng, Wei;
Wang, Bingjie;
Song, Dan;
Li, Mengda;
Chen, Anming;
Wang, Jing;
Lin, Siyong;
Zhao, Yiran;
Wang, Bin;
Ge, Zongyuan;
Xu, Shuyi;
Hu, Yuntao

Publication type:

Article