EnHAT — Synergy of a tree-based Ensemble with Hoeffding Adaptive Tree for dynamic data streams mining

Computer Science

• Data Stream 100%
• Decision Trees 100%
• Tree Algorithm 100%
• Data Streaming 50%
• Synthetic Datasets 50%
• Sliding Window 50%
• High Predictive Accuracy 50%
• Concept Drift 50%
• Predictive Accuracy 50%
• Processing Time 50%
• Computational Effort 50%

Keyphrases

• Tree Ensembles 100%
• Data Stream Mining 100%
• Hoeffding Adaptive Tree 100%
• Dynamic Data Stream 100%
• Prediction Accuracy 25%
• J48 Decision Tree 25%
• Tree Algorithm 25%
• Processing Time 12%
• Computational Effort 12%
• Synthetic Data 12%
• Streaming Data 12%
• Sliding Window 12%
• Parallel for 12%
• Combined Algorithm 12%
• Induction Time 12%
• Data Accuracy 12%
• Tree Adaptation 12%
• Decision Tree Ensemble 12%
• Model Induction 12%
• Slack Time 12%
• Concept Drift 12%
• Data Streaming Algorithms 12%
• Result Prediction 12%

Earth and Planetary Sciences

• State of the Art 100%