André C. P. L. F. de Carvalho, PhD

RESEARCH:

 

 

Research interest:

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• Data mining

• Data preprocessing

  • Feature selection

  • Noise detection

  • Imbalanced data

• Data science

• Data streams

  • Concept drift detection

  • Novelty detection

• Machine learning

  • Anomaly detection

  • Data classification

  • Data clustering

  • Ensembles

• Recommendation systems

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Application:

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• Bioinformatics

  • microRNA identification

  • Gene expression analysis for cancer diagnosis

• Biometrics

  • Keystroke dynamic

  • Walking pattern

• Environment

  • Intrusion detection

  • Water quality control

• Finance

  • Fraud detection

  • Non-paying customer modelling

• Health care

  • Elderly fall prediction

  • Activity classification

  • Sport data mining

  • Alzheimer and Dementia diagnosis

  • Parkinson diagnosis

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