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

Results: 206

Enhancing public art communication through emotional intelligence based on type-2 fractional fuzzy sets.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01210-w

By:

Ullah, Sabahat;
Khan, Saifullah;
Rahimzai, Ariana Abdul;
Abdullah, Saleem;
Saifullah

Publication type:

Article

Empowering sentiment analysis in social media: a comprehensive approach to enhance the classification of abusive Tamil comments using transformer models.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01268-6

By:

Subramanian, Malliga;
Veerappampalayam Easwaramoorthy, Sathishkumar;
Subbarayan, Nandhini;
Moorthy, Usha

Publication type:

Article

Supervised autoencoder MLP for financial time series forecasting.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01267-7

By:

Bieganowski, Bartosz;
Ślepaczuk, Robert

Publication type:

Article

Task-aware conditional GAN with multi-objective loss for realistic and efficient industrial time series generation.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01266-8

By:

Lang, Kai;
Li, Yonghua

Publication type:

Article

BlueEdge: application design for big data cleaning processing using mobile edge computing environments.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01262-y

By:

Elmobark, Nagwa;
El-ghareeb, Haitham;
Elhishi, Sara

Publication type:

Article

A deep learning-based framework for large-scale plant disease detection using big data analytics in precision agriculture.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01265-9

By:

Elfouly, Mahmoud Khaled;
AbdelAziz, Amr M.;
Gomaa, Wael Hassan;
Abdalla, Mohammed

Publication type:

Article

Correction: Inverse link prediction with graph convolutional networks for knowledge-preserving sparsification in cheminformatics.

Published in:

2025

By:

Bangian Tabrizi, Elnaz;
Jalali, Mehrdad;
Houshmand, Mahboobeh

Publication type:

Correction Notice

Optimizing group utility in itinerary planning: a strategic and crowd-aware approach.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01249-9

By:

Liu, Junhua;
Gunawan, Aldy;
Wood, Kristin L.;
Lim, Kwan Hui

Publication type:

Article

Chat-rgie: precision extraction of rice germplasm data using large language models and prompt engineering.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01236-0

By:

Wei, Yijin;
Fan, Jingchao

Publication type:

Article

IECO: an improved educational competition optimizer for state-of-the-art engineering optimization.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01260-0

By:

Tang, Xiaojie;
Lian, Junbo Jacob;
Ma, Ling;
Wu, Xincan;
Zhong, Rui;
Zhang, Yujun;
Chen, Huiling

Publication type:

Article

Data augmentation for dense passage retrieval using corpus-passage frequency-based token deletion.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01257-9

By:

Moon, A-Seong;
Kim, Kyumin;
Lee, Jaesung

Publication type:

Article

AI-driven biomedical perspectives on mental fatigue in the post-COVID-19 Era: trends, research gaps, and future directions.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01200-y

By:

Parveen, Saba;
Heyat, Md Belal Bin;
Tariq, Umair;
Akhtar, Faijan;
Zeeshan, Hafiz Muhammad;
Appiah, Seth Christopher Yaw;
Zhou, Shang-Ming;
Lei, Huang

Publication type:

Article

Leveraging ensemble learning-based stock preselection with multiobjective investment optimization for stepwise decision-supported portfolio management.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01202-w

By:

Chou, Jui-Sheng;
Pham, Tran-Bao-Quyen

Publication type:

Article

Truth be told: a multimodal ensemble approach for enhanced fake news detection in textual and visual media.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01182-x

By:

Mohawesh, Rami;
Obaidat, Islam;
AlQarni, Ahmed Abdallah;
Aljubailan, Ali Abdulaziz;
Al-Shannaq, Moy'awiah A.;
Salameh, Haythem Bany;
Al-Yousef, Ali;
Saifan, Ahmad A.;
Alkhushayni, Suboh M.;
Maqsood, Sumbal

Publication type:

Article

Data engineering for sustainable agriculture: developments, challenges, and case studies of a novel IoRT architecture.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01253-z

By:

Bimonte, Sandro;
Bellocchi, Gianni;
Pinet, François;
Chalhoub, Gérard;
Sakr, Mahmoud;
Skrzypczyński, Piotr

Publication type:

Article

BREAST-RANKNet: a fuzzy rank-based ensemble of CNNs with residual learning for enhanced breast cancer detection from ultrasound and mammogram images.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01250-2

By:

Asif, Sohaib;
Zhu, Lingying;
Yan, Dane;
Xu, Luman;
Huang, Zhengqiu;
Xu, Haimin;
Yan, Ruxuan;
Cai, Linghong;
Zheng, Changfu;
Lin, Jiamei;
Wang, Enyu

Publication type:

Article

Towards a smart debt collection system: a Design Science Research approach.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01252-0

By:

Przybyłek, Michał;
Przybyłek, Adam;
Wojciechowski, Konrad;
Shkroba, Illia

Publication type:

Article

Uncovering employee insights: integrative analysis using structural topic modeling and support vector machines.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01100-1

By:

Ding, Kai;
Li, Ruihong;
Li, Zeyu;
Hu, Shangui

Publication type:

Article

A clustering-based approach for classifying data streams using graph matching.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01087-9

By:

Du, Yuxin;
He, Mingshu;
Wang, Xiaojuan

Publication type:

Article

Automatic magnetic resonance imaging series labelling for large repositories.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01086-w

By:

Gomis-Maya, Armando;
Cerdá-Alberich, Leonor;
Veiga-Canuto, Diana;
Claudio-Fanni, Salvatore;
Ten-Steve, Amadeo;
Ribas-Despuig, Gloria;
Mallol-Roselló, Pedro José;
Vila-Frances, Joan;
Marti-Bonmati, Luis

Publication type:

Article

Multi-strategy enhanced marine predator algorithm: performance investigation and application in intrusion detection.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01080-2

By:

Wang, Zhongmin;
Zhang, Yujun;
Yu, Jun;
Gao, YuanYuan;
Zhao, Guangwei;
Houssein, Essam H.;
Zhong, Rui

Publication type:

Article

A computational analysis of aspect-based sentiment analysis research through bibliometric mapping and topic modeling.

Published in:

2025

By:

Chen, Xieling;
Xie, Haoran;
Tao, Xiaohui;
Wang, Fu Lee;
Zhang, Dian;
Dai, Hong-Ning

Publication type:

Literature Review

Deep learning and statistical approaches for area-based PM2.5 forecasting in Hat Yai, Thailand.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01079-9

By:

Damkliang, Kasikrit;
Chumnaul, Jularat

Publication type:

Article

Enhancing the performance of gradient boosting trees on regression problems.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01071-3

By:

Rizkallah, Lydia Wahid

Publication type:

Article

Modeling of concrete-filled PVC tube columns confined with CFRP strips under uniaxial eccentric compression: machine learning and finite element approaches.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-024-01058-6

By:

Wang, Yan;
Elmeligy, Mohamed A.;
Isleem, Haytham F.;
Hamed, Asmaa Y.;
Qader, Diyar N.;
Sharaf, Mohamed;
Jangir, Pradeep;
Arpita;
Tejani, Ghanshyam G.

Publication type:

Article

Federated learning-driven IoT system for automated freshness monitoring in resource-constrained vending carts.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01063-3

By:

Stephan, Thompson;
Paramana, Padma Priya Dharishini;
Lin, Chia-Chen;
Agarwal, Saurabh;
Verma, Rajan

Publication type:

Article

Quantum computational infusion in extreme learning machines for early multi-cancer detection.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-024-01050-0

By:

Bilal, Anas;
Shafiq, Muhammad;
Obidallah, Waeal J.;
Alduraywish, Yousef A.;
Long, Haixia

Publication type:

Article

Supervised contrastive pre-training models for mammography screening.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01075-z

By:

Cao, Zhenjie;
Deng, Zhuo;
Yang, Zhicheng;
Ma, Jie;
Ma, Lan

Publication type:

Article

GeoTemporal clustering for aquifer delineation: a big data approach to synchronizing and analyzing variable-length groundwater time series.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01060-6

By:

ElHaj, Khalid;
Alshamsi, Dalal

Publication type:

Article

Ulnar variance detection from radiographic images using deep learning.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01072-2

By:

Nooh, Sahar;
Koura, Abdelrahim;
Kayed, Mohammed

Publication type:

Article

Multimodal text-emoji fusion using deep neural networks for text-based emotion detection in online communication.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01062-4

By:

Kusal, Sheetal;
Patil, Shruti;
Kotecha, Ketan

Publication type:

Article

A GDPR-compliant solution for analysis of large-scale genomics datasets on HPC cloud infrastructure.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-024-01047-9

By:

Gioiosa, Silvia;
Chiavarini, Beatrice;
D'Antonio, Mattia;
Trotta, Giuseppe;
Chandramouli, Balasubramanian;
Mata Naranjo, Juan;
Muscianisi, Giuseppa;
Cestari, Mirko;
Rossi, Elisa

Publication type:

Article

Bilingual hate speech detection on social media: Amharic and Afaan Oromo.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-024-01044-y

By:

Ababu, Teshome Mulugeta;
Woldeyohannis, Michael Melese;
Getaneh, Emuye Bawoke

Publication type:

Article

Comparison of algorithms for the recognition of ChatGPT paraphrased texts.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01082-0

By:

Kartelj, Aleksandar;
Mladenović, Miljana;
Vujičić Stanković, Staša

Publication type:

Article

Survey on terminology extraction from texts.

Published in:

2025

By:

Xu, Kang;
Feng, Yifan;
Li, Qiandi;
Dong, Zhenjiang;
Wei, Jianxiang

Publication type:

Literature Review

A novel artificial intelligence search algorithm and mathematical model for the hybrid flow shop scheduling problem.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01085-x

By:

Vidojević, Filip;
Džamić, Andrijana;
Džamić, Dušan;
Marić, Miroslav

Publication type:

Article

Quantum-inspired framework for big data analytics: evaluating the impact of movie trailers and its financial returns.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01069-x

By:

Singh, Jaiteg;
Bhangu, Kamalpreet Singh;
Ali, Farman;
AlZubi, Ahmad Ali;
Shah, Babar

Publication type:

Article

Fast agglomerative clustering using approximate traveling salesman solutions.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-024-01053-x

By:

Sieranoja, Sami;
Fränti, Pasi

Publication type:

Article

Damped weighted erasable itemset mining with time sensitive dynamic environments.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-024-01056-8

By:

Kim, Hanju;
Cho, Myungha;
Park, Seungwan;
Kim, Doyoung;
Kim, Doyoon;
Yun, Unil

Publication type:

Article

Alzheimer's disease diagnosis by 3D-SEConvNeXt.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01088-8

By:

Hu, Zhongyi;
Wang, Yuhang;
Xiao, Lei

Publication type:

Article

Big data and urban form: a systematic review.

Published in:

2025

By:

Djokić, Vladan;
Djordjević, Aleksandra;
Milovanović, Aleksandra

Publication type:

Literature Review

An efficient binary spider wasp optimizer for multi-dimensional knapsack instances: experimental validation and analysis.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-024-01055-9

By:

Abdel-Basset, Mohamed;
Mohamed, Reda;
Sallam, Karam M.;
Alrashdi, Ibrahim;
Hameed, Ibrahim A.

Publication type:

Article

I know your stance! Analyzing Twitter users' political stance on diverse perspectives: I Know Your Stance!...: J. Kim et al.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01083-z

By:

Kim, Jisu;
Kim, Dongjae;
Park, Eunil

Publication type:

Article

Research on multiple enhanced k combination reverse Skyline query method.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01076-y

By:

Li, Song;
Zhang, Xinyuan;
Zhang, Liping

Publication type:

Article

Efficient surface crack segmentation for industrial and civil applications based on an enhanced YOLOv8 model.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01065-1

By:

Elsharkawy, Zeinab F.;
Kasban, H.;
Abbass, Mohammed Y.

Publication type:

Article

Binary plant rhizome growth-based optimization algorithm: an efficient high-dimensional feature selection approach.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01066-0

By:

Zhang, Jin;
Yan, Fu;
Yang, Jianqiang

Publication type:

Article

A problem-agnostic approach to feature selection and analysis using SHAP.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-024-01041-1

By:

Hancock, John T.;
Khoshgoftaar, Taghi M.;
Liang, Qianxin

Publication type:

Article

Refining prognostic assessment of diffuse large B-cell lymphoma: insights from multi-omics and single-cell analysis unveil SRM as a key target for regulating immunotherapy.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01067-z

By:

Liang, Xiaojie;
Guo, Jia;
Luo, Baiwei;
Lu, Weixiang;
Chen, Qiumin;
Deng, Yeling;
Yang, Yunong;
Wang, Liang

Publication type:

Article

Exploring sentiment analysis in handwritten and E-text documents using advanced machine learning techniques: a novel approach.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01064-2

By:

Ahamad, Rayees;
Mishra, Kamta Nath

Publication type:

Article

A new dimensionality reduction technique based on the Wavelet Transform for cancer classification.

Published in:

Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-024-01039-9

By:

Fernández, Lisardo;
Pérez, Mariano;
Orduña, Juan M.;
Alcaraz, José M.

Publication type:

Article