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.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00943-4
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A systematic data characteristic understanding framework towards physical-sensor big data challenges.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00942-5
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On data efficiency of univariate time series anomaly detection models.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00940-7
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Data pipeline approaches in serverless computing: a taxonomy, review, and research trends.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00939-0
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PoLYTC: a novel BERT-based classifier to detect political leaning of YouTube videos based on their titles.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00946-1
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GB-AFS: graph-based automatic feature selection for multi-class classification via Mean Simplified Silhouette.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00934-5
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Integration of feature enhancement technique in Google inception network for breast cancer detection and classification.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00936-3
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Efficiently approaching vertical federated learning by combining data reduction and conditional computation techniques.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00933-6
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Analyzing the worldwide perception of the Russia-Ukraine conflict through Twitter.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00921-w
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Multi-density crime predictor: an approach to forecast criminal activities in multi-density crime hotspots.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00935-4
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A fuel consumption-based method for developing local-specific CO<sub>2</sub> emission rate database using open-source big data.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00932-7
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15 years of Big Data: a systematic literature review.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00914-9
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Skyline query under multidimensional incomplete data based on classification tree.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00923-8
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Predicting air quality index using attention hybrid deep learning and quantum-inspired particle swarm optimization.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00926-5
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Hybrid topic modeling method based on dirichlet multinomial mixture and fuzzy match algorithm for short text clustering.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00930-9
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A proposed hybrid framework to improve the accuracy of customer churn prediction in telecom industry.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00922-9
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DEMFFA: a multi-strategy modified Fennec Fox algorithm with mixed improved differential evolutionary variation strategies.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00917-6
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Establishment of an automatic diagnosis system for corneal endothelium diseases using artificial intelligence.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00913-w
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Evaluation is key: a survey on evaluation measures for synthetic time series.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00924-7
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Assessing the current landscape of AI and sustainability literature: identifying key trends, addressing gaps and challenges.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00912-x
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Xai-driven knowledge distillation of large language models for efficient deployment on low-resource devices.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00928-3
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Amharic spoken digits recognition using convolutional neural network.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00910-z
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High-performance computing in healthcare: An automatic literature analysis perspective.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00929-2
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De-occlusion and recognition of frontal face images: a comparative study of multiple imputation methods.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00925-6
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Big data resolving using Apache Spark for load forecasting and demand response in smart grid: a case study of Low Carbon London Project.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00909-6
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Profitability trend prediction in crypto financial markets using Fibonacci technical indicator and hybrid CNN model.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00908-7
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DFA-Net: Dual multi-scale feature aggregation network for vessel segmentation in X-ray digital subtraction angiography.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00904-x
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Blind Federated Learning without initial model.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00911-y
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Green and sustainable AI research: an integrated thematic and topic modeling analysis.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00920-x
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An improved deep hashing model for image retrieval with binary code similarities.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00919-4
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Revisiting the potential value of vital signs in the real-time prediction of mortality risk in intensive care unit patients.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00896-8
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Enhancing academic performance prediction with temporal graph networks for massive open online courses.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00918-5
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The differences in gastric cancer epidemiological data between SEER and GBD: a joinpoint and age-period-cohort analysis.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00907-8
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DAPS diagrams for defining Data Science projects.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00916-7
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B-CAT: a model for detecting botnet attacks using deep attack behavior analysis on network traffic flows.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00900-1
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Computer aided technology based on graph sample and aggregate attention network optimized for soccer teaching and training.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00893-x
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Adapting transformer-based language models for heart disease detection and risk factors extraction.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00903-y
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Gene selection via improved nuclear reaction optimization algorithm for cancer classification in high-dimensional data.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00902-z
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The role of classifiers and data complexity in learned Bloom filters: insights and recommendations.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00906-9
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Feature selection strategies: a comparative analysis of SHAP-value and importance-based methods.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00905-w
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Multi-sample ζ-mixup: richer, more realistic synthetic samples from a p-series interpolant.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00898-6
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Learning manifolds from non-stationary streams.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-023-00872-8
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An adaptive hybrid african vultures-aquila optimizer with Xgb-Tree algorithm for fake news detection.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00895-9
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Integration of transcriptomic analysis and multiple machine learning approaches identifies NAFLD progression-specific hub genes to reveal distinct genomic patterns and actionable targets.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00899-5
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Where you go is who you are: a study on machine learning based semantic privacy attacks.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00888-8
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Synthesizing class labels for highly imbalanced credit card fraud detection data.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00897-7
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Optimizing IoT intrusion detection system: feature selection versus feature extraction in machine learning.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00892-y
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Measuring regularity of human physical activities with entropy models.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00891-z
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Comprehensive study of driver behavior monitoring systems using computer vision and machine learning techniques.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-024-00890-0
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Data-driven multinomial random forest: a new random forest variant with strong consistency.
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- Journal of Big Data, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40537-023-00874-6
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