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Sasithon Suchaiya. Integrating fishbone diagram from descriptive and predictive data mining for describing the relation between cardiovascular diseases and related items. (). King Mongkut's University of Technology North Bangkok. Central Library. : , 2022.
Integrating fishbone diagram from descriptive and predictive data mining for describing the relation between cardiovascular diseases and related items
Name: Sawinee Sangsuriyun
Organization :
Kasetsart University. Faculty of Science and Engineering
Email :
savinee.sa@ku.th
Name: Peera Liewlom
Organization :
Kasetsart University. Faculty of Science and Engineering
Email :
peera.li@ku.th
Name: Surasak Tangsakul
Organization :
Kasetsart University. Faculty of Science and Engineering
Email :
surasak.tang@ku.th
Name: Sasithon Suchaiya
Organization :
Kasetsart University. Faculty of Science and Engineering
Email :
ssrithon.s@ku.th
keyword:
Fishbone diagram
LCSH:
Data mining
LCSH:
Decision Tree
LCSH:
Cardiovascular system
-- Diseases
Abstract:
This research is aimed to discover the relationship between cardiovascular disease and related factors through a Knowledge Discovery in Databases (KDD) by looping a variety of data mining techniques with both descriptive and predictive data mining. These techniques are the k-Mean Clustering, the Association Rule Discovery, the Association Rule Tree Reasoning, and the C4.5 Decision Tree Classification. The outcome is a fishbone diagram integrating the results from these data mining techniques. It consisted of 5 main topics, 2 main topics with ordered factors, and 16 environmental factors discovered from 918 cases of the Heart Failure Prediction Dataset
King Mongkut's University of Technology North Bangkok. Central Library
Address:
BANGKOK
Email:
library@kmutnb.ac.th
Created:
2022
Modified:
2022-12-26
Issued:
2022-12-26
บทความ/Article
application/pdf
BibliograpyCitation :
In King Mongkut's University of Technology North Bangkok. Faculty of Information Technology. The 18th International Conference on Computing and Information Technology (IC2IT 2022) (pp.53-67). Cham, Switzerland : Springer
eng
©copyrights King Mongkut's University of Technology North Bangkok
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ใช้เวลา
0.038629 วินาที
Sawinee Sangsuriyun
| Title | Contributor | Type |
|---|---|---|
| Integrating fishbone diagram from descriptive and predictive data mining for describing the relation between cardiovascular diseases and related items
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Sawinee Sangsuriyun;Peera Liewlom;Surasak Tangsakul;Sasithon Suchaiya | บทความ/Article |
Peera Liewlom
| Title | Contributor | Type |
|---|---|---|
| Integrating fishbone diagram from descriptive and predictive data mining for describing the relation between cardiovascular diseases and related items
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Sawinee Sangsuriyun;Peera Liewlom;Surasak Tangsakul;Sasithon Suchaiya | บทความ/Article |
Surasak Tangsakul
| Title | Contributor | Type |
|---|---|---|
| Integrating fishbone diagram from descriptive and predictive data mining for describing the relation between cardiovascular diseases and related items
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Sawinee Sangsuriyun;Peera Liewlom;Surasak Tangsakul;Sasithon Suchaiya | บทความ/Article |
Sasithon Suchaiya
| Title | Contributor | Type |
|---|---|---|
| Integrating fishbone diagram from descriptive and predictive data mining for describing the relation between cardiovascular diseases and related items
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Sawinee Sangsuriyun;Peera Liewlom;Surasak Tangsakul;Sasithon Suchaiya | บทความ/Article |