[journal]
S. Wrobel
/ 1997
/ An algorithm for multi-relational discovery of subgroups
/ Principles of Data Mining and Knowledge Discovery
1763
: 78~87
[journal]
J. Kim
/ 2015
/ Mining Traffic Accident Data by Subgroup Discovery Using Combinatorial Targets
/ Computer Systems and Applications (AICCSA)
: 1~6
[journal]
N. Lavrač
/ 2004
/ Subgroup Discovery with CN2-SD
/ The Journal of Machine Learning Research
5
: 153~188
[book]
P. Flach
/ 2012
/ Machine Learning: The Art and Science of Algorithms that Make Sense of Data
/ Cambridge University Press
[journal]
G. Wets
/ 2008
/ Traffic accident segmentation by means of latent class clustering
/ Accident Analysis & Prevention
40
(4)
: 1257~1266
[journal]
김정민
/ 2015
/
Comparison of Association Rule Learning and Subgroup Discovery for Mining Traffic Accident Data
/ 지능정보연구
/ 한국지능정보시스템학회
21
(4)
: 1~16
[journal]
B. Kavšeka
/ 2006
/ APRIORI-SD: ADAPTING ASSOCIATION RULE LEARNING TO SUBGROUP DISCOVERY
/ Applied Artificial Intelligence: An International Journal
20
(7)
: 543~583
[journal]
M. J. del Jesus
/ 2007
/ Evolutionary fuzzy rule induction process for subgroup discovery: a case study in marketing
/ IEEE Transactions on Fuzzy Systems
15
(4)
: 578~592
[journal]
P. Clark
/ 1989
/ The CN2 induction algorithm
/ Machine Learning
3
(4)
: 261~283
[journal]
P. Clark
/ 1991
/ Rule Induction with CN2: Some Recent Improvements
/ Machine Learning — EWSL-91
482
: 151~163
[confproc]
W. W. Cohen
/ 1995
/ Fast Effective Rule Induction
/ Proceedings of the twelfth international conference on machine learning
: 115~123
[journal]
F. Herrera
/ 2011
/ An overview on subgroup discovery: foundations and applications
/ Knowledge and information systems
29
(3)
: 495~525
[journal]
F. Wilcoxon
/ 1950
/ Some rapid approximate statistical procedures
/ Annals of the New York Academy of Sciences
52
(6)
: 808~814
[confproc]
H. Song
/ 2016
/ Subgroup Discovery with Proper Scoring Rules
/ Joint European Conference on Machine Learning and Knowledge Discovery in Databases
9852
: 492~510
[journal]
S. Sumyea
/ 2016
/ Subgroup Discovery Algorithms: A Survey and Empirical Evaluation
/ Journal of Computer Science and Technology
31
(3)
: 561~576