@inproceedings{fcda58af9cb741d6ac56baf4b8795d43,
title = "A Machine learning algorithm based on supervised clustering and classification",
abstract = "In this paper a novel data mining technique – Clustering and Classification Algorithm-Supervised (CCA-S)1 is introduced. CCA-S supports incremental learning and non-hierarchical clustering, and is scalable for processing large data sets. CCA-S incorporates the class information in making clustering decisions, and uses the resulting clusters to classify new data records. We apply and test CCA-S on several common data sets for classification problems. The testing results show that the classification performance of CCAS is comparable to the other classification algorithms such as decision trees, artificial neural networks and discriminant analysis.",
author = "Nong Ye and Xiangyang Li",
year = "2001",
month = jan,
day = "1",
doi = "10.1007/3-540-45336-9_38",
language = "English (US)",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer Verlag",
pages = "327--334",
editor = "Jiming Liu and Yuen, {Pong C.} and Chun-hung Li and Joseph Ng and Toru Ishida",
booktitle = "Active Media Technology - 6th International Computer Science Conference, AMT 2001, Proceedings",
note = "6th International Computer Science Conference on Active Media Technology, AMT 2001 ; Conference date: 18-12-2001 Through 20-12-2001",
}