Abstract: The traditional K-means algorithm often leads to unstable clustering quality due to the randomness of the initial clustering center selection and tends to fall into suboptimal solutions when ...

Abstract: This paper proposes a compact Bottle Cleanliness Detection Device that uses the PCA-KNN algorithm and an Electronic Nose system to expedite bottle inspection procedures. This is especially ...