Computer Science and Engineering Introductory Data Science Lab Experiments

Clustering wines using K-Means

  1. Title: Least Square Quantization in PCM Author: Stuart P. Lloyd Journal: IEEE Transactions on Information Theory Publication Year: 1982 (Originally 1957) Volume/Issue: 28(2) Pages: 129–137 DOI: 10.1109/TIT.1982.1056489

  2. Title: Pattern Recognition and Machine Learning Author: Christopher M. Bishop Publisher: Springer Publication Year: 2006

  3. Title: The Elements of Statistical Learning Author: Trevor Hastie, Robert Tibshirani, Jerome Friedman Publisher: Springer Publication Year: 2009

  4. Title: Some Methods for Classification and Analysis of Multivariate Observations Author: J. MacQueen Venue: Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability Publication Year: 1967