Works matching IS 21961115 AND DT 2024 AND VI 11 AND IP 1

Results: 172

Data oversampling and imbalanced datasets: an investigation of performance for machine learning and feature engineering.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00943-4

By:

Mujahid, Muhammad;
Kına, EROL;
Rustam, Furqan;
Villar, Monica Gracia;
Alvarado, Eduardo Silva;
De La Torre Diez, Isabel;
Ashraf, Imran

Publication type:

Article

A systematic data characteristic understanding framework towards physical-sensor big data challenges.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00942-5

By:

Ma, Zhipeng;
Jørgensen, Bo Nørregaard;
Ma, Zheng Grace

Publication type:

Article

On data efficiency of univariate time series anomaly detection models.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00940-7

By:

Sun, Wu;
Li, Hui;
Liang, Qingqing;
Zou, Xiaofeng;
Chen, Mei;
Wang, Yanhao

Publication type:

Article

Data pipeline approaches in serverless computing: a taxonomy, review, and research trends.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00939-0

By:

Shojaee Rad, Zahra;
Ghobaei-Arani, Mostafa

Publication type:

Article

PoLYTC: a novel BERT-based classifier to detect political leaning of YouTube videos based on their titles.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00946-1

By:

AlDahoul, Nouar;
Rahwan, Talal;
Zaki, Yasir

Publication type:

Article

GB-AFS: graph-based automatic feature selection for multi-class classification via Mean Simplified Silhouette.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00934-5

By:

Levin, David;
Singer, Gonen

Publication type:

Article

Integration of feature enhancement technique in Google inception network for breast cancer detection and classification.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00936-3

By:

Admass, Wasyihun Sema;
Munaye, Yirga Yayeh;
Salau, Ayodeji Olalekan

Publication type:

Article

Efficiently approaching vertical federated learning by combining data reduction and conditional computation techniques.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00933-6

By:

Folino, Francesco;
Folino, Gianluigi;
Pisani, Francesco Sergio;
Pontieri, Luigi;
Sabatino, Pietro

Publication type:

Article

Analyzing the worldwide perception of the Russia-Ukraine conflict through Twitter.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00921-w

By:

Breve, Bernardo;
Caruccio, Loredana;
Cirillo, Stefano;
Deufemia, Vincenzo;
Polese, Giuseppe

Publication type:

Article

Multi-density crime predictor: an approach to forecast criminal activities in multi-density crime hotspots.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00935-4

By:

Cesario, Eugenio;
Lindia, Paolo;
Vinci, Andrea

Publication type:

Article

A fuel consumption-based method for developing local-specific CO<sub>2</sub> emission rate database using open-source big data.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00932-7

By:

Li, Linheng;
Wang, Can;
Gan, Jing;
Zhang, Dapeng

Publication type:

Article

15 years of Big Data: a systematic literature review.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00914-9

By:

Tosi, Davide;
Kokaj, Redon;
Roccetti, Marco

Publication type:

Article

Skyline query under multidimensional incomplete data based on classification tree.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00923-8

By:

Yuan, Dengke;
Zhang, Liping;
Li, Song;
Sun, Guanglu

Publication type:

Article

Predicting air quality index using attention hybrid deep learning and quantum-inspired particle swarm optimization.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00926-5

By:

Nguyen, Anh Tuan;
Pham, Duy Hoang;
Oo, Bee Lan;
Ahn, Yonghan;
Lim, Benson T. H.

Publication type:

Article

Hybrid topic modeling method based on dirichlet multinomial mixture and fuzzy match algorithm for short text clustering.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00930-9

By:

Alsmadi, Mutasem K.;
Alzaqebah, Malek;
Jawarneh, Sana;
ALmarashdeh, Ibrahim;
Al-Betar, Mohammed Azmi;
Alwohaibi, Maram;
Al-Mulla, Noha A.;
Ahmed, Eman AE;
AL Smadi, Ahmad

Publication type:

Article

A proposed hybrid framework to improve the accuracy of customer churn prediction in telecom industry.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00922-9

By:

Ouf, Shimaa;
Mahmoud, Kholoud T.;
Abdel-Fattah, Manal A.

Publication type:

Article

DEMFFA: a multi-strategy modified Fennec Fox algorithm with mixed improved differential evolutionary variation strategies.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00917-6

By:

Hu, Gang;
Song, Keke;
Li, Xiuxiu;
Wang, Yi

Publication type:

Article

Establishment of an automatic diagnosis system for corneal endothelium diseases using artificial intelligence.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00913-w

By:

Qu, Jing-hao;
Qin, Xiao-ran;
Xie, Zi-jun;
Qian, Jia-he;
Zhang, Yang;
Sun, Xiao-nan;
Sun, Yu-zhao;
Peng, Rong-mei;
Xiao, Ge-ge;
Lin, Jing;
Bian, Xiao-yan;
Chen, Tie-hong;
Cheng, Yan;
Gu, Shao-feng;
Wang, Hai-kun;
Hong, Jing

Publication type:

Article

Evaluation is key: a survey on evaluation measures for synthetic time series.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00924-7

By:

Stenger, Michael;
Leppich, Robert;
Foster, Ian;
Kounev, Samuel;
Bauer, André

Publication type:

Article

Assessing the current landscape of AI and sustainability literature: identifying key trends, addressing gaps and challenges.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00912-x

By:

Tripathi, Shailesh;
Bachmann, Nadine;
Brunner, Manuel;
Rizk, Ziad;
Jodlbauer, Herbert

Publication type:

Article

Xai-driven knowledge distillation of large language models for efficient deployment on low-resource devices.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00928-3

By:

Cantini, Riccardo;
Orsino, Alessio;
Talia, Domenico

Publication type:

Article

Amharic spoken digits recognition using convolutional neural network.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00910-z

By:

Ayall, Tewodros Alemu;
Zhou, Changjun;
Liu, Huawen;
Brhanemeskel, Getnet Mezgebu;
Abate, Solomon Teferra;
Adjeisah, Michael

Publication type:

Article

High-performance computing in healthcare: An automatic literature analysis perspective.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00929-2

By:

Li, Jieyi;
Wang, Shuai;
Rudinac, Stevan;
Osseyran, Anwar

Publication type:

Article

De-occlusion and recognition of frontal face images: a comparative study of multiple imputation methods.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00925-6

By:

Mensah, Joseph Agyapong;
Nortey, Ezekiel N. N.;
Ocran, Eric;
Iddi, Samuel;
Asiedu, Louis

Publication type:

Article

Big data resolving using Apache Spark for load forecasting and demand response in smart grid: a case study of Low Carbon London Project.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00909-6

By:

Ali El-Sayed Ali, Hussien;
Alham, M. H.;
Ibrahim, Doaa Khalil

Publication type:

Article

Profitability trend prediction in crypto financial markets using Fibonacci technical indicator and hybrid CNN model.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00908-7

By:

Khattak, Bilal Hassan Ahmed;
Shafi, Imran;
Rashid, Chaudhary Hamza;
Safran, Mejdl;
Alfarhood, Sultan;
Ashraf, Imran

Publication type:

Article

DFA-Net: Dual multi-scale feature aggregation network for vessel segmentation in X-ray digital subtraction angiography.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00904-x

By:

Deng, He;
Liu, Xu;
Fang, Tong;
Li, Yuqing;
Min, Xiangde

Publication type:

Article

Blind Federated Learning without initial model.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00911-y

By:

Salmeron, Jose L.;
Arévalo, Irina

Publication type:

Article

Green and sustainable AI research: an integrated thematic and topic modeling analysis.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00920-x

By:

Raman, Raghu;
Pattnaik, Debidutta;
Lathabai, Hiran H.;
Kumar, Chandan;
Govindan, Kannan;
Nedungadi, Prema

Publication type:

Article

An improved deep hashing model for image retrieval with binary code similarities.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00919-4

By:

Liu, Huawen;
Wu, Zongda;
Yin, Minghao;
Yu, Donghua;
Zhu, Xinzhong;
Lou, Jungang

Publication type:

Article

Revisiting the potential value of vital signs in the real-time prediction of mortality risk in intensive care unit patients.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00896-8

By:

Pan, Pan;
Wang, Yue;
Liu, Chang;
Tu, Yanhui;
Cheng, Haibo;
Yang, Qingyun;
Xie, Fei;
Li, Yuan;
Xie, Lixin;
Liu, Yuhong

Publication type:

Article

Enhancing academic performance prediction with temporal graph networks for massive open online courses.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00918-5

By:

Huang, Qionghao;
Chen, Jili

Publication type:

Article

The differences in gastric cancer epidemiological data between SEER and GBD: a joinpoint and age-period-cohort analysis.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00907-8

By:

Wu, Zenghong;
Zhang, Kun;
Wang, Weijun;
Fan, Mengke;
Lin, Rong

Publication type:

Article

DAPS diagrams for defining Data Science projects.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00916-7

By:

de Mast, Jeroen;
Lokkerbol, Joran

Publication type:

Article

B-CAT: a model for detecting botnet attacks using deep attack behavior analysis on network traffic flows.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00900-1

By:

Putra, Muhammad Aidiel Rachman;
Ahmad, Tohari;
Hostiadi, Dandy Pramana

Publication type:

Article

Computer aided technology based on graph sample and aggregate attention network optimized for soccer teaching and training.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00893-x

By:

Yang, Guanghui;
Feng, Xinyuan

Publication type:

Article

Adapting transformer-based language models for heart disease detection and risk factors extraction.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00903-y

By:

Houssein, Essam H.;
Mohamed, Rehab E.;
Hu, Gang;
Ali, Abdelmgeid A.

Publication type:

Article

Gene selection via improved nuclear reaction optimization algorithm for cancer classification in high-dimensional data.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00902-z

By:

El-Mageed, Amr A. Abd;
Elkhouli, Ahmed E.;
Abohany, Amr A.;
Gafar, Mona

Publication type:

Article

The role of classifiers and data complexity in learned Bloom filters: insights and recommendations.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00906-9

By:

Malchiodi, Dario;
Raimondi, Davide;
Fumagalli, Giacomo;
Giancarlo, Raffaele;
Frasca, Marco

Publication type:

Article

Feature selection strategies: a comparative analysis of SHAP-value and importance-based methods.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00905-w

By:

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

Publication type:

Article

Multi-sample ζ-mixup: richer, more realistic synthetic samples from a p-series interpolant.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00898-6

By:

Abhishek, Kumar;
Brown, Colin J.;
Hamarneh, Ghassan

Publication type:

Article

Learning manifolds from non-stationary streams.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-023-00872-8

By:

Mahapatra, Suchismit;
Chandola, Varun

Publication type:

Article

An adaptive hybrid african vultures-aquila optimizer with Xgb-Tree algorithm for fake news detection.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00895-9

By:

Abd El-Mageed, Amr A.;
Abohany, Amr A.;
Ali, Asmaa H.;
Hosny, Khalid M.

Publication type:

Article

Integration of transcriptomic analysis and multiple machine learning approaches identifies NAFLD progression-specific hub genes to reveal distinct genomic patterns and actionable targets.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00899-5

By:

Sun, Jing;
Shi, Run;
Wu, Yang;
Lou, Yan;
Nie, Lijuan;
Zhang, Chun;
Cao, Yutian;
Yan, Qianhua;
Ye, Lifang;
Zhang, Shu;
Wang, Xuanbin;
Wu, Qibiao;
Jiao, Xuehua;
Yu, Jiangyi;
Fang, Zhuyuan;
Zhou, Xiqiao

Publication type:

Article

Where you go is who you are: a study on machine learning based semantic privacy attacks.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00888-8

By:

Wiedemann, Nina;
Janowicz, Krzysztof;
Raubal, Martin;
Kounadi, Ourania

Publication type:

Article

Synthesizing class labels for highly imbalanced credit card fraud detection data.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00897-7

By:

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

Publication type:

Article

Optimizing IoT intrusion detection system: feature selection versus feature extraction in machine learning.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00892-y

By:

Li, Jing;
Othman, Mohd Shahizan;
Chen, Hewan;
Yusuf, Lizawati Mi

Publication type:

Article

Measuring regularity of human physical activities with entropy models.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00891-z

By:

Shi, Keqin;
Chen, Zhen;
Sun, Weiqiang;
Hu, Weisheng

Publication type:

Article

Comprehensive study of driver behavior monitoring systems using computer vision and machine learning techniques.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00890-0

By:

Qu, Fangming;
Dang, Nolan;
Furht, Borko;
Nojoumian, Mehrdad

Publication type:

Article

Data-driven multinomial random forest: a new random forest variant with strong consistency.

Published in:

Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-023-00874-6

By:

Chen, JunHao;
Wang, XueLi;
Lei, Fei

Publication type:

Article