Works matching IS 21961115 AND DT 2024 AND VI 11
Results: 176
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:
- Publication type:
- Article
Correlation-based outlier detection for ships' in-service datasets.
- Published in:
- Journal of Big Data, 2024, v. 11, p. 1, doi. 10.1186/s40537-024-00937-2
- By:
- 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:
- 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:
- 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:
- Publication type:
- Article
Hypoxia within tumor microenvironment characterizes distinct genomic patterns and aids molecular subtyping for guiding individualized immunotherapy.
- Published in:
- Journal of Big Data, 2024, v. 11, p. 1, doi. 10.1186/s40537-024-00945-2
- By:
- 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:
- 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:
- 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:
- 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:
- 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:
- 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:
- 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:
- 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:
- 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:
- 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:
- 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:
- 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:
- 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:
- 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:
- 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:
- 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:
- 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:
- 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:
- 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:
- 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:
- 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:
- 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:
- 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:
- 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:
- 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:
- 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:
- 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:
- 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:
- 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:
- 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:
- 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:
- 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:
- 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:
- 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:
- 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:
- 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:
- 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:
- 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:
- 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:
- 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:
- 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:
- 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:
- 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:
- 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:
- Publication type:
- Article