fadhlanmr / anomaly-detection-machine-learning

anomaly detection on machine failures for assignment purpose

anomaly-detection-machine-learning

Anomaly detection on machine failures for assessment purpose using k-means and agglomerative

Google Colab link

References :

• Detecting the Onset of Machine Failure using Anomaly Detection Techniques
• Machine Learning — Multiclass Classification with Imbalanced Dataset
• Unsupervised Learning For Anomaly Detection
• Anomaly detection with TensorFlow | Workshop
• ML-based Anomaly Detection
• Association Rule Mining with Apriori Algorithm
• Hierarchical Clustering

What can be improved :

1. Uses Time series Forecasting
2. Uses Deep Learning
3. Get More Data