Identification of illicit blockchain transactions using hyperparameters auto-tuning

Keyphrases

• Activity-dependent 50%
• Automated Framework 50%
• AutoML 50%
• Bitcoin Transactions 50%
• Blockchain 50%
• Blockchain Transaction 100%
• Cryptocurrency 50%
• Cryptocurrency Forensics 50%
• Evaluation Phase 50%
• F1 Score 100%
• Hyperparameters 100%
• Illegal Activities 50%
• LightGBM Classifier 50%
• Machine Learning Algorithms 100%
• Machine Learning Experiments 50%
• Model Hyperparameters 50%
• Parameter Search 50%
• Quantitative Characterization 50%
• Search Algorithm 50%

Computer Science

• Automated Build 33%
• Automated Machine Learning 33%
• Bitcoin 33%
• Blockchain 100%
• Cryptocurrency 66%
• Evaluation Phase 33%
• Illegal Activity 33%
• Leaning Parameter 100%
• Learning System 33%
• Machine Learning 33%
• Machine Learning Algorithm 66%
• Searching Algorithm 33%