- Nenad S. Mitic, Sasa N. Malkov, Mirjana M. Maljkovic, Aleksandar Veljkovic, Ivan Lj. Cukic, Xin Lin, Minjie Lyu, Vladimir Brusic. Correlation-based feature selection of single cell transcriptomics data from multiple sources. J. Big Data, 12(1):4, December 2025.
- John T. Hancock, Taghi M. Khoshgoftaar, Qianxin Liang. A problem-agnostic approach to feature selection and analysis using SHAP. J. Big Data, 12(1):12, December 2025.
- Vankamamidi Srinivasa Naresh, Sivaranjani Reddi. Exploring the future of privacy-preserving heart disease prediction: a fully homomorphic encryption-driven logistic regression approach. J. Big Data, 12(1):52, December 2025.
- Abdoulaye Diop, Nabil El Malki, Max Chevalier, André Péninou, Geoffrey Roman-Jimenez, Olivier Teste. Simrec: a similarity measure recommendation system for mixed data clustering algorithms. J. Big Data, 12(1):43, December 2025.
- Jin Zhang, Fu Yan, Jianqiang Yang. Binary plant rhizome growth-based optimization algorithm: an efficient high-dimensional feature selection approach. J. Big Data, 12(1):13, December 2025.
- Sami Sieranoja, Pasi Fränti. Fast agglomerative clustering using approximate traveling salesman solutions. J. Big Data, 12(1):21, December 2025.
- Jisu Kim, Dongjae Kim, Eunil Park. I know your stance! Analyzing Twitter users' political stance on diverse perspectives. J. Big Data, 12(1):14, December 2025.
- Silvia Gioiosa, Beatrice Chiavarini, Mattia D'Antonio, Giuseppe Trotta, Balasubramanian Chandramouli, Juan Mata Naranjo, Giuseppa Muscianisi, Mirko Cestari, Elisa Rossi. A GDPR-compliant solution for analysis of large-scale genomics datasets on HPC cloud infrastructure. J. Big Data, 12(1):31, December 2025.
- Zhongmin Wang, Yujun Zhang, Jun Yu 0012, Yuanyuan Gao, Guangwei Zhao, Essam H. Houssein, Rui Zhong. Multi-strategy enhanced marine predator algorithm: performance investigation and application in intrusion detection. J. Big Data, 12(1):38, December 2025.
- Menna Mamdouh Orabi, Osama Emam, Hanan Fahmy. Adapting security and decentralized knowledge enhancement in federated learning using blockchain technology: literature review. J. Big Data, 12(1):55, December 2025.