Journal of Big Data, Vol. 12, 2025
Articles
1. Value-at-risk student prescription trees for price personalization. --Maria R. Lentini, Umashanger Thayasivam
2. Kolmogorov-Arnold networks guided whale optimization algorithm for feature selection in medical datasets. --Boli Zheng, Yi Chen, Chaofan Wang, Ali Asghar Heidari, Lei Liu, Huiling Chen and Guoxi Liang
3. Identification of key drought-tolerant genes in soybean using an integrative data-driven feature engineering pipeline. --Pei-Hsiu Kao, Supaporn Baiya, Chong-Wei Lee, Chia-Wen Tseng, Shu-Yun Chen, Yen-Hsiang Huang and Chung-Feng Kao
4. Correction: Federated learning-driven IoT system for automated freshness monitoring in resource-constrained vending carts. --Thompson Stephan, Padma Priya Dharishini Paramana, Chia-Chen Lin, Saurabh Agarwal and Rajan Verma
5. Towards algorithmic framing analysis: expanding the scope by using LLMs. --Xianwen Kuang, Jun Liu, Haiyang Zhang and Simon Schweighofer
6. Dataset for unflappable driving: UNFLAPSet. --SuBi Kim, JiEun Kang and YongIk Yoon
7. Modelling big data platforms as knowledge graphs: the data platform shaper. --David Greco, Francesco Osborne, Simone Pusceddu and Diego Reforgiato Recupero
8. Unsupervised label generation for severely imbalanced fraud data. --Mary Anne Walauskis, Taghi M. Khoshgoftaar
9. Maximizing data quality while ensuring data protection in service-based data pipelines. --Antongiacomo Polimeno, Chiara Braghin, Marco Anisetti and Claudio A. Ardagna
10. Machine learning in biomedical and health big data: a comprehensive survey with empirical and experimental insights. --Kamal Taha
11. Breast cancer diagnosis with MFF-HistoNet: a multi-modal feature fusion network integrating CNNs and quantum tensor networks. --Tariq Mahmood, Tanzila Saba and Amjad Rehman
12. Sub-spatial prediction of votes integrating socioeconomic, educational, and age strata with machine learning and topological data analysis. --Salvador Mancilla, Giovanni Wences, Eymard Hernández-López and Ismael Cohen
13. The Standard Deviation Score: a novel similarity metric for data analysis. --Osama Ismael
14. Discovering customer segments through interaction behaviors for home appliance business. --Youngjung Suh
15. Adaptive Toeplitz convolution- enhanced classifier for anomaly detection in ECG big data. --Lili Wu, Tao Li, Majid Khan Majahar Ali, Chenmin Ni, Ying Tian and Xiaojie Zhou
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1. Value-at-risk student prescription trees for price personalization. --Maria R. Lentini, Umashanger Thayasivam
2. Kolmogorov-Arnold networks guided whale optimization algorithm for feature selection in medical datasets. --Boli Zheng, Yi Chen, Chaofan Wang, Ali Asghar Heidari, Lei Liu, Huiling Chen and Guoxi Liang
3. Identification of key drought-tolerant genes in soybean using an integrative data-driven feature engineering pipeline. --Pei-Hsiu Kao, Supaporn Baiya, Chong-Wei Lee, Chia-Wen Tseng, Shu-Yun Chen, Yen-Hsiang Huang and Chung-Feng Kao
4. Correction: Federated learning-driven IoT system for automated freshness monitoring in resource-constrained vending carts. --Thompson Stephan, Padma Priya Dharishini Paramana, Chia-Chen Lin, Saurabh Agarwal and Rajan Verma
5. Towards algorithmic framing analysis: expanding the scope by using LLMs. --Xianwen Kuang, Jun Liu, Haiyang Zhang and Simon Schweighofer
6. Dataset for unflappable driving: UNFLAPSet. --SuBi Kim, JiEun Kang and YongIk Yoon
7. Modelling big data platforms as knowledge graphs: the data platform shaper. --David Greco, Francesco Osborne, Simone Pusceddu and Diego Reforgiato Recupero
8. Unsupervised label generation for severely imbalanced fraud data. --Mary Anne Walauskis, Taghi M. Khoshgoftaar
9. Maximizing data quality while ensuring data protection in service-based data pipelines. --Antongiacomo Polimeno, Chiara Braghin, Marco Anisetti and Claudio A. Ardagna
10. Machine learning in biomedical and health big data: a comprehensive survey with empirical and experimental insights. --Kamal Taha
11. Breast cancer diagnosis with MFF-HistoNet: a multi-modal feature fusion network integrating CNNs and quantum tensor networks. --Tariq Mahmood, Tanzila Saba and Amjad Rehman
12. Sub-spatial prediction of votes integrating socioeconomic, educational, and age strata with machine learning and topological data analysis. --Salvador Mancilla, Giovanni Wences, Eymard Hernández-López and Ismael Cohen
13. The Standard Deviation Score: a novel similarity metric for data analysis. --Osama Ismael
14. Discovering customer segments through interaction behaviors for home appliance business. --Youngjung Suh
15. Adaptive Toeplitz convolution- enhanced classifier for anomaly detection in ECG big data. --Lili Wu, Tao Li, Majid Khan Majahar Ali, Chenmin Ni, Ying Tian and Xiaojie Zhou
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Lentini, Maria R. - Personal Name
Suh, Youngjung - Personal Name
Ismael, Osama - Personal Name
Mancilla, Salvador - Personal Name
Mahmood, Tariq - Personal Name
Taha, Kamal - Personal Name
Polimeno, Antongiacomo - Personal Name
Walauskis, Mary Anne - Personal Name
Greco, David - Personal Name
Kim, SuBi - Personal Name
Kuang, Xianwen - Personal Name
Stephan, Thompson - Personal Name
Kao, Pei-Hsiu - Personal Name
Zheng, Boli - Personal Name
Lili Wu - Personal Name
Suh, Youngjung - Personal Name
Ismael, Osama - Personal Name
Mancilla, Salvador - Personal Name
Mahmood, Tariq - Personal Name
Taha, Kamal - Personal Name
Polimeno, Antongiacomo - Personal Name
Walauskis, Mary Anne - Personal Name
Greco, David - Personal Name
Kim, SuBi - Personal Name
Kuang, Xianwen - Personal Name
Stephan, Thompson - Personal Name
Kao, Pei-Hsiu - Personal Name
Zheng, Boli - Personal Name
Lili Wu - Personal Name
Vol. 12, 2025
2025
e-Journal PTI
Inggris
Springer Nature Singapore Pte Ltd.
2025
Cambridge, United Kingdom
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