Works matching IS 21961115 AND DT 2025 AND VI 12 AND IP 1
Results: 92
A novel dynamic weighted prediction framework with stability-enhanced dynamic thresholding feature selection for neurodegenerative disease detection using gait features.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01126-5
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- Article
Enhanced Binary Kepler Optimization Algorithm for effective feature selection of supervised learning classification.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01125-6
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- Article
An efficient enhanced exponential distribution optimizer: applications in global, engineering, and combinatorial optimization problems.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01129-2
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- Article
An AI framework for counterattack detection and decision-making evaluation in football.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01128-3
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- Article
A twin CNN-based framework for optimized rice leaf disease classification with feature fusion.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01148-z
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- Article
Towards a minimum universal features set for IoT DDoS attack detection.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01146-1
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- Article
Data-driven approaches for predicting Tommy John Surgery risk in major league baseball pitchers.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01138-1
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- Article
Effective k-nearest neighbor models for data classification enhancement.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01137-2
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- Article
A novel hybrid neural network-based volatility forecasting of agricultural commodity prices: empirical evidence from India.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01131-8
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- Article
A survey of reinforcement and deep reinforcement learning for coordination in intelligent traffic light control.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01104-x
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- Article
Attention-based BiLSTM with positional embeddings for fake review detection.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01130-9
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- Article
Mopidip: a modular real-time pipeline for machinery diagnosis and prognosis based on deep learning algorithms.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01123-8
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- Article
Evaluation of predictive performance of modeling hyperuricemia using medical big data: comparison of data preprocessing methods.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01142-5
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- Article
Long-term survival prediction in patients with acute brain lesions using ensemble machine learning algorithms: a cohort study with combined national health insurance service and its self-run hospital database.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01133-6
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- Article
Breast cancer prediction with feature-selected XGB classifier, optimized by metaheuristic algorithms.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01132-7
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- Article
SPINEX-anomaly: similarity-based predictions with explainable neighbors exploration for anomaly and outlier detection.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01122-9
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- Article
Correction: Modeling of concrete-filled PVC tube columns confined with CFRP strips under uniaxial eccentric compression: machine learning and finite element approaches.
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- 2025
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- Correction Notice
Multi-feature stock price prediction by LSTM networks based on VMD and TMFG.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01127-4
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- Article
An enhanced machine learning framework for accurate diagnosis of tuberculous pleural effusion.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01109-6
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- Article
Aggregation-based partitioning algorithm for traffic congestion in MapReduce.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01115-8
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- Article
A secure hybrid deep learning framework for brain tumor detection and classification.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01117-6
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Resampling approaches to handle class imbalance: a review from a data perspective.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01119-4
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- Article
Kolmogorov-Arnold networks guided whale optimization algorithm for feature selection in medical datasets.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01116-7
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- Article
Value-at-risk student prescription trees for price personalization.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-024-01036-y
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- Article
Identification of key drought-tolerant genes in soybean using an integrative data-driven feature engineering pipeline.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01078-w
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- Article
Correction: Federated learning-driven IoT system for automated freshness monitoring in resource-constrained vending carts.
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- 2025
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- Correction Notice
Towards algorithmic framing analysis: expanding the scope by using LLMs.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01092-y
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- Article
Unsupervised label generation for severely imbalanced fraud data.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01120-x
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- Article
Discovering customer segments through interaction behaviors for home appliance business.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01111-y
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- Article
Dataset for unflappable driving: UNFLAPSet.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01101-0
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- Article
Maximizing data quality while ensuring data protection in service-based data pipelines.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01118-5
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- Article
Breast cancer diagnosis with MFF-HistoNet: a multi-modal feature fusion network integrating CNNs and quantum tensor networks.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01114-9
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- Article
Sub-spatial prediction of votes integrating socioeconomic, educational, and age strata with machine learning and topological data analysis.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01112-x
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- Article
Modelling big data platforms as knowledge graphs: the data platform shaper.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01094-w
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- Article
Machine learning in biomedical and health big data: a comprehensive survey with empirical and experimental insights.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01108-7
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- Article
The Standard Deviation Score: a novel similarity metric for data analysis.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01091-z
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- Article
Adaptive Toeplitz convolution- enhanced classifier for anomaly detection in ECG big data.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01113-w
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- Article
Adapting security and decentralized knowledge enhancement in federated learning using blockchain technology: literature review.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01099-5
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- Article
SIMER: an accurate and intelligent tool for simulating customizable population data across species in complex scenarios.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01102-z
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- Article
Developing a negative speech emotion recognition model for safety systems using deep learning.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01090-0
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- Article
Dynamic time-varying transfer function for cancer gene expression data feature selection problem.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01105-w
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- Article
LSM tree read-deletion operations optimization through the implementation of cuckoo filters.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01097-7
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- Article
Machine learning-based prediction of elliptical double steel columns under compression loading.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01081-1
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- Article
Interpretable machine learning model to predict the acute occurrence of delirium in elderly patients in the intensive care units: a retrospective cohort study.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01107-8
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- Article
Exploring the future of privacy-preserving heart disease prediction: a fully homomorphic encryption-driven logistic regression approach.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01098-6
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- Article
Data generation and application using the neutrosophic Erlang distribution.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01103-y
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- Article
A reasoning based explainable multimodal fake news detection for low resource language using large language models and transformers.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01093-x
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- Article
Machine learning-based interactive dynamic resilience assessment for complex hydropower systems.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01096-8
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- Article
Towards scalable medical image compression using hybrid model analysis.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-025-01073-1
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- Article
Simrec: a similarity measure recommendation system for mixed data clustering algorithms.
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- Journal of Big Data, 2025, v. 12, n. 1, p. 1, doi. 10.1186/s40537-024-01052-y
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- Article