Works matching IS 21961115 AND DT 2025 AND VI 12 AND IP 1

Results: 139

Job recommender systems: a systematic literature review, applications, open issues, and challenges.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01173-y

By:

Çelik Ertuğrul, Duygu;
Bitirim, Selin

Publication type:

Article

Tca4rec: contrastive learning with popularity-aware asymmetric augmentation for robust sequential recommendation.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01184-9

By:

Bai, Yanan;
Xiao, Liji;
Xia, Chongjun;
Zeng, Kexiang;
Shi, Xiaoyu

Publication type:

Article

PF-PSS: a double-layer parallel embedded feature selection method for cancer gene expression data.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01144-3

By:

Song, Yu-Wei;
Wang, Jie-Sheng;
Qi, Yu-Liang;
Wang, Yu-Cai;
Li, Shi;
Song, Hao-Ming;
Shang-Guan, Yi-Peng

Publication type:

Article

Overview of leakage scenarios in supervised machine learning.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01193-8

By:

Sasse, L.;
Nicolaisen-Sobesky, E.;
Dukart, J.;
Eickhoff, S. B.;
Götz, M.;
Hamdan, S.;
Komeyer, V.;
Kulkarni, A.;
Lahnakoski, J. M.;
Love, B. C.;
Raimondo, F.;
Patil, Kaustubh R.

Publication type:

Article

Vision-based detection algorithm for monitoring dynamic change of fire progression.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01211-9

By:

Suh, Yongyoon

Publication type:

Article

Overlapping community-based fair influence maximization under a multi-transformation optimization algorithm.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01181-y

By:

Jiang, Chunfeng;
Niu, Zegang;
Qu, Jingru;
Zhao, Yulan;
Rezaeipanah, Amin

Publication type:

Article

On the solution of intuitionistic fuzzy nonlinear Fredholm integral equation using direct computational method.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01168-9

By:

Khan, Zain;
Abdullah, Saleem;
Rahimzai, Ariana Abdul;
Khan, Saifullah

Publication type:

Article

FONDUE—Fine-Tuned Optimization: Nurturing Data Usability & Efficiency.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01158-x

By:

Restat, Valerie;
Diestelkämper, Indra;
Klettke, Meike;
Störl, Uta

Publication type:

Article

BERT-GraphSAGE: hybrid approach to spam detection.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01176-9

By:

Zouak, F.;
El Beqqali, O.;
Riffi, J.

Publication type:

Article

Polynomial-SHAP as a SMOTE alternative in conglomerate neural networks for realistic data augmentation in cardiovascular and breast cancer diagnosis.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01152-3

By:

Ejiyi, Chukwuebuka Joseph;
Cai, Dongsheng;
Eze, Francis Ofoma;
Ejiyi, Makuachukwu Bennedith;
Idoko, Jennifer Ene;
Asere, Sarpong Kwadwo;
Ejiyi, Thomas Ugochukwu

Publication type:

Article

Human collective emotional excess by novel Gaidai hypersurface risk prognostics methodology.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01179-6

By:

Gaidai, Oleg;
He, Shicheng;
Sun, Jiayao;
Sheng, Jinlu

Publication type:

Article

An enhanced alpha evolution moss growth optimizer for prognostic prediction in spontaneous intracerebral hemorrhage.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01175-w

By:

Hou, Lingxian;
Wang, Yongsheng;
Lin, Xiuqi;
Li, Chengye;
Guo, Huangrong;
Jin, Congcong;
Chen, Yi;
Chen, Huiling;
Ji, Jing;
Zhu, Wenzong

Publication type:

Article

The wisdom of the lexicon crowds: leveraging on decades of lexicon-based sentiment analysis for improved results.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01186-7

By:

Hill, Chelsey H.;
Fresneda, Jorge E.;
Anandarajan, Murugan

Publication type:

Article

An adaptive k-means clustering algorithm based on grid and domain centroid weights for digital twins in the context of digital transformation.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01180-z

By:

Cai, Wei;
Yang, Fei;
Yao, Bo;
Li, Chuanxian;
Sun, Guangyu

Publication type:

Article

Student academic performance prediction via hypergraph and TabNet.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01170-1

By:

Yang, Yisheng;
Zhao, Shiyu;
An, Sufang;
Li, Xiaoyong;
Zhang, Yong

Publication type:

Article

Application of supervised machine learning models in human emotion classification using Tsallis entropy as a feature.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01177-8

By:

Patel, Pragati;
B., Sivarenjani;
Annavarapu, Ramesh Naidu

Publication type:

Article

Optimal Markowitz portfolio using returns forecasted with time series and machine learning models.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01164-z

By:

Ślusarczyk, Damian;
Ślepaczuk, Robert

Publication type:

Article

Leveraging machine learning to proactively identify phishing campaigns before they strike.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01174-x

By:

Zhang, Kun;
Wang, Haifeng;
Chen, Meiyi;
Chen, Xianglin;
Liu, Long;
Geng, Qiang;
Zhou, Yu

Publication type:

Article

An artificial intelligence platform for predicting postoperative complications in metastatic spinal surgery: development and validation study.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01155-0

By:

Jiang, Weihao;
Zhang, Juan;
Shi, Weiqing;
Cao, Xuyong;
Zhao, Xiongwei;
Zhang, Bin;
Yu, Haikuan;
Wang, Shengjie;
Qin, Yong;
Lei, Mingxing;
Cao, Yuncen;
Zhu, Boyu;
Liu, Yaosheng

Publication type:

Article

A privacy-enhanced framework for collaborative Big Data analysis in healthcare using adaptive federated learning aggregation.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01169-8

By:

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

Publication type:

Article

Multivariate response directional regression: a projective resampling approach.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01166-x

By:

Lee, Ahreum;
Kim, Kyongwon

Publication type:

Article

Enhancing Byzantine robustness of federated learning via tripartite adaptive authentication.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01165-y

By:

Li, Xiaomeng;
Li, Yanjun;
Wan, Hui;
Wang, Cong

Publication type:

Article

Analyzing key users' behavior trends in volunteer-based networks.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01124-7

By:

Piterman, Nofar;
Makov, Tamar;
Fire, Michael

Publication type:

Article

PINN surrogate model for nonlinear equilibrium path analysis of von Mises shallow truss.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01095-9

By:

Đorđević, Filip;
Marinković, Marko

Publication type:

Article

Detecting hate in diversity: a survey of multilingual code-mixed image and video analysis.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01167-w

By:

Raza Ur Rehman, Hafiz Muhammad;
Saleem, Mahpara;
Jhandir, Muhammad Zeeshan;
Alvarado, Eduardo Silva;
Garay, Helena;
Ashraf, Imran

Publication type:

Article

Tri-Algo guardian ensemble approach for fake news detection in social media.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01161-2

By:

Vineetha, Borra;
Nirmala, Munirathinam

Publication type:

Article

Fuzzy deep learning architecture for cucumber plant disease detection and classification.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01156-z

By:

Bilal, Anas;
Khan, Junaid Ali;
Alzahrani, Abdulkareem;
Almohammadi, Khalid;
Alamri, Maha;
Liu, Xiaowen

Publication type:

Article

Data imputation in large and small-scale spatiotemporal time series gaps using BackForward Bi-LSTM.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01163-0

By:

Galdelli, Alessandro;
Narang, Gagan;
Tomassini, Selene;
D'Agostino, Lorenzo;
Tassetti, Anna Nora;
Mancini, Adriano

Publication type:

Article

FunDa: scalable serverless data analytics and in situ query processing.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01141-6

By:

Lounissi, Elyes;
Das, Suvam Kumar;
Peter, Ronnit;
Zhang, Xiaozheng;
Ray, Suprio;
Jia, Lianyin

Publication type:

Article

GPSOM: group-based particle swarm optimization with multiple strategies for engineering applications.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01140-7

By:

Yan, Jialing;
Hu, Gang;
Jia, Heming;
Hussien, Abdelazim G.;
Abualigah, Laith

Publication type:

Article

FEL-FRN: fusion ECA long-CLIP feature reconstruction network for few-shot classification.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01139-0

By:

Wang, Yuanyuan;
Zhang, Ao;
Liu, Jiange;
Wu, Kexiao;
Abdullahi, Hauwa Suleiman;
Lv, Pinrong;
Gao, Yu;
Zhang, Haiyan

Publication type:

Article

Unsupervised feature selection and class labeling for credit card fraud.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01154-1

By:

Kennedy, Robert K. L.;
Villanustre, Flavio;
Khoshgoftaar, Taghi M.

Publication type:

Article

Evaluating techniques from low-shot learning on traditional imbalanced classification tasks.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01171-0

By:

Billion-Polak, Preston;
Khoshgoftaar, Taghi M.

Publication type:

Article

A novel ST-iTransformer model for spatio-temporal ambient air pollution forecasting.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01150-5

By:

Zhang, Rui;
Awang, Norhashidah

Publication type:

Article

Improved RIME algorithm: CEC performance analysis and feature selection experiment of Sino foreign cooperative data sets.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01145-2

By:

Zhu, Wei;
Hu, Yuxi;
Liu, Lei;
Cai, Zhennao;
Chen, Huiling;
Liang, Guoxi

Publication type:

Article

Optimal strategy for improved estimation of population mean of sensitive variable using non-sensitive auxiliary variable.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-024-01045-x

By:

Zaagan, Abdullah A.;
Sharma, Dinesh K.;
Mahnashi, Ali M.;
Meetei, Mutum Zico;
Yadav, Subhash Kumar;
Sharma, Aakriti;
Sharma, Pranav

Publication type:

Article

A software reliability model for open source big data system considering fault introduction and fault removal efficiency.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01153-2

By:

Wang, Jinyong;
Geng, Haijun;
Li, Pengda

Publication type:

Article

Graph neural network approach with spatial structure to anomaly detection of network data.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01149-y

By:

Zhang, Hao;
Zhou, Yun;
Xu, Huahu;
Shi, Jiangang;
Lin, Xinhua;
Gao, Yiqin

Publication type:

Article

Identifying influential nodes in weighted complex networks by considering the importance of shortest paths.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01159-w

By:

Wang, Xiaohong;
Wang, Zhenyu

Publication type:

Article

Application of deep learning in malware detection: a review.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01157-y

By:

Song, Yafei;
Zhang, Dandan;
Wang, Jian;
Wang, Yanan;
Wang, Yang;
Ding, Peng

Publication type:

Article

Utilizing AI models to identify and predict phase transition patterns of bipolar disorder patients.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01160-3

By:

Feng, Xiaoyang;
Ma, Yantao;
Ruan, Sikai;
Guo, Liangkun;
Ji, Jun;
Zhang, Yuyanan;
Sun, Yaoyao;
Lu, Zhe;
Kang, Zhewei;
Liao, Yundan;
Sun, Junyuan;
Zhao, Guorui;
Yuan, Rui;
Zhu, Yunqin;
Li, Zhiying;
Zhu, Yue;
Zhou, Shuzhe;
Guan, Lili;
Sachs, Gary S.;
Maurizio, Fava

Publication type:

Article

Value-at-risk student prescription trees for price personalization.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-024-01036-y

By:

Lentini, Maria R.;
Thayasivam, Umashanger

Publication type:

Article

Leveraging deep learning for risk prediction and resilience in supply chains: insights from critical industries.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01143-4

By:

Zogaan, Waleed Abdu;
Ajabnoor, Nouran;
Salamai, Abdullah Ali

Publication type:

Article

A novel hybrid neural network-based volatility forecasting of agricultural commodity prices: empirical evidence from India.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01131-8

By:

Manogna, R. L.;
Dharmaji, Vijay;
Sarang, S.

Publication type:

Article

Big data in human behavior research: a contextual turn.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01162-1

By:

Liu, Jun;
Kuang, Xianwen;
Schweighofer, Simon

Publication type:

Article

Electronic nose and machine learning for modern meat inspection.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01151-4

By:

Shtepliuk, Ivan;
Domènech-Gil, Guillem;
Almqvist, Viktor;
Kautto, Arja Helena;
Vågsholm, Ivar;
Boqvist, Sofia;
Eriksson, Jens;
Puglisi, Donatella

Publication type:

Article

A survey of reinforcement and deep reinforcement learning for coordination in intelligent traffic light control.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01104-x

By:

Saadi, Aicha;
Abghour, Noureddine;
Chiba, Zouhair;
Moussaid, Khalid;
Ali, Saadi

Publication type:

Article

Kolmogorov-Arnold networks guided whale optimization algorithm for feature selection in medical datasets.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01116-7

By:

Zheng, Boli;
Chen, Yi;
Wang, Chaofan;
Heidari, Ali Asghar;
Liu, Lei;
Chen, Huiling;
Liang, Guoxi

Publication type:

Article

Uncertainty-aware approach for multiple imputation using conventional and machine learning models: a real-world data study.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01136-3

By:

Wabina, Romen Samuel;
Looareesuwan, Panu;
Sonsilphong, Suphachoke;
Teza, Htun;
Ponthongmak, Wanchana;
McKay, Gareth;
Attia, John;
Pattanateepapon, Anuchate;
Panitchote, Anupol;
Thakkinstian, Ammarin

Publication type:

Article

A novel dynamic weighted prediction framework with stability-enhanced dynamic thresholding feature selection for neurodegenerative disease detection using gait features.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01126-5

By:

Giri, Diksha;
Panigrahi, Ranjit;
Bhandari, Samrat Singh;
Pramanik, Moumita;
Bhoi, Akash Kumar;
de Albuquerque, Victor Hugo C.

Publication type:

Article