George D. C. Cavalcanti

Employment

• Universidade Federal de Pernambuco Professor
  2005 - Present

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (212)

• Complexity-Guided Ensemble Learning for Imbalanced Data Classification
  2027 DOI: 10.1007/978-3-032-31441-3_20
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• Multi-label Meta-learning for Pipeline Recommendation: The Importance of Pipeline Diversity
  2027 DOI: 10.1007/978-3-032-39895-6_17
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• Review of transformers applied to wind turbine data: Exploring the potential of transformers in revolutionizing wind turbine data analysis
  Renewable and Sustainable Energy Reviews 2026 DOI: 10.1016/j.rser.2026.116801
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• An Unsupervised Entropy-Complexity Framework for Real-Time Concept Drift Detection
  IEEE Access 2026 DOI: 10.1109/ACCESS.2026.3667170
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• Short-Term Wind Power Forecasting with Transformer-Based Models Enhanced by Time2Vec and Efficient Attention
  Energies 2025 DOI: 10.3390/en18236162
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• Improving open set recognition with dissimilarity-based metric learning
  Knowledge-Based Systems 2025 DOI: 10.1016/j.knosys.2025.114108
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• Univariate vs multivariate prediction for containerised applications auto-scaling: a comparative study
  2025 DOI: 10.1145/3672608.3707770
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• Meta-Scaler: A Meta-Learning Framework for the Selection of Scaling Techniques
  IEEE Transactions on Neural Networks and Learning Systems 2025 DOI: 10.1109/TNNLS.2024.3366615
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• Gender bias detection on hate speech classification: an analysis at feature-level
  Neural Computing and Applications 2025 DOI: 10.1007/s00521-024-10841-8
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• Cervical Cancer Detection in Pap Smear Images
  2025 DOI: 10.1007/978-3-031-73500-4_7
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• Recent advances in applications of machine learning in reward crowdfunding success forecasting
  Neural Computing and Applications 2024 DOI: 10.1007/s00521-024-09886-6
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• Microservices performance forecast using dynamic Multiple Predictor Systems
  Engineering Applications of Artificial Intelligence 2024 DOI: 10.1016/j.engappai.2023.107649
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• Subconcept perturbation-based classifier for within-class multimodal data
  Neural Computing and Applications 2024 DOI: 10.1007/s00521-023-09144-1
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• Security Relevant Methods of Android's API Classification: A Machine Learning Empirical Evaluation
  IEEE Transactions on Computers 2023 DOI: 10.1109/TC.2023.3291998
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• A hybrid system based on ensemble learning to model residuals for time series forecasting
  Information Sciences 2023 DOI: 10.1016/j.ins.2023.119614
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• Exploring Automatic Hate Speech Detection on Social Media: A Focus on Content-Based Analysis
  Sage Open 2023 DOI: 10.1177/21582440231181311
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• OLP++: An online local classifier for high dimensional data
  Information Fusion 2023 DOI: 10.1016/j.inffus.2022.09.010
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• The choice of scaling technique matters for classification performance
  Applied Soft Computing 2023 DOI: 10.1016/j.asoc.2022.109924
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• Dynamic Ensemble Algorithm Post-Selection Using Hardness-Aware Oracle
  IEEE Access 2023 DOI: 10.1109/ACCESS.2023.3304912
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• COVID-19 Detection on Chest X-ray and CT Scan: A Review of the Top-100 Most Cited Papers
  Sensors 2022 DOI: 10.3390/s22197303
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