Hi Gael
I would say the Seminal Paper is the following
Wrobel, S. (1997). An algorithm for multi-relational discovery of
subgroups. In Principles of
Data Mining and Knowledge Discovery, pages 78{87. Springer.
And more papers are here
Abudawood, T. and Flach, P. (2009). Evaluation measures for multi-class
subgroup discovery.
In Machine Learning and Knowledge Discovery in Databases, pages 35{50.
Springer.
Atzmueller, M. and Lemmerich, F. (2009). Fast subgroup discovery for
continuous target concepts.
In Foundations of Intelligent Systems, pages 35{44. Springer.
Atzmuller, M. and Puppe, F. (2006). Sd-map{a fast algorithm for exhaustive
subgroup discovery.
In Knowledge Discovery in Databases: PKDD 2006, pages 6{17. Springer.
Clark, P. and Niblett, T. (1989). The cn2 induction algorithm. Machine
learning, 3(4):261{283.
Gamberger, D. and Lavrac, N. (2002). Expert-guided subgroup discovery:
Methodology and
application. Journal of Arti cial Intelligence Research, 17:501{527.
Kavsek, B., Lavrac, N., and Jovanoski, V. (2003). Apriori-sd: Adapting
association rule learning
to subgroup discovery. In Advances in Intelligent Data Analysis V, pages
230{241. Springer.
Klosgen, W. (1996). Explora: A multipattern and multistrategy discovery
assistant. In Advances
in knowledge discovery and data mining, pages 249{271. American Association
for Arti cial
Intelligence.
Lavrac, N., Flach, P., Kavsek, B., and Todorovski, L. (2002). Adapting
classi cation rule
induction to subgroup discovery. In Data Mining, 2002. ICDM 2003.
Proceedings. 2002 IEEE
International Conference on, pages 266{273. IEEE.
Lavrac, N., Kavsek, B., Flach, P., and Todorovski, L. (2004). Subgroup
discovery with cn2-sd.
The Journal of Machine Learning Research, 5:153{188.
Leman, D., Feelders, A., and Knobbe, A. (2008). Exceptional model mining.
In Machine
Learning and Knowledge Discovery in Databases, pages 1{16. Springer.
There are some papers linked on the Cortana site too.
Thanks
Regards
Debanjan
On Mon, Sep 1, 2014 at 11:41 PM, Gael Varoquaux <
[email protected]> wrote:
> On Mon, Sep 01, 2014 at 11:38:46PM +0530, Debanjan Bhattacharyya wrote:
> > If you type "Cortana Subgroup Discovery" in scholar.google.com, you
> will get a
> > list of papers.
>
> Which is the seminal paper. I get only 15 papers with this query, and
> none have much citations.
>
> Cheers,
>
> Gaël
>
>
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