eprintid: 4174
rev_number: 9
eprint_status: archive
userid: 307
dir: disk0/00/00/41/74
datestamp: 2020-12-08 09:16:35
lastmod: 2020-12-08 09:16:35
status_changed: 2020-12-08 09:16:35
type: conference_item
metadata_visibility: show
creators_name: Pham, Thanh Huyen
creators_name: Nguyen, Thi Cam Van
creators_name: Vuong, Thi Hong
creators_name: Ho, Thuan
creators_name: Ha, Quang Thuy
creators_name: Nguyen, Tri Thanh
creators_id: phamthanhhuyen@daihochalong.edu.vn
creators_id: vanntc@vnu.edu.vn
creators_id: hongvt_57@vnu.edu.vn
creators_id: hothuan@vast.ac.vn
creators_id: thuyhq@vnu.edu.vn
creators_id: ntthanh@vnu.edu.vn
corp_creators: Trường Đại học Công nghệ, ĐHQGHN
title: A Definition of Covering Based Decision Table and Its Sample Applications
ispublished: inpress
subjects: IT
divisions: fac_fit
abstract: Covering based rough set, an extension of the traditional rough set theory, which uses the cover set of the universe set instead of the partition of the universe, has proven to be both theoretical and attractive in terms of applications. Corresponding to the decision table in traditional rough set theory, the concept of covering decision system has been defined. In this paper, we propose a decision table type based on covers, including the condition lattice of covers, and the decision lattice of covers. Two tasks on covering based decision table are also introduced. We also demonstrate the applications of the covering based decision table in collaborative filtering that corresponds to the classification in the traditional decision table, and in constraint based association rule mining to indicate this covering decision table concept has a potential application
date: 2020-12-16
date_type: published
official_url: https://icatse.org/icisa2020/
full_text_status: public
pres_type: paper
event_title: 11th International Conference on Information Science and Applications 2020 (ICISA2020)
event_location: Virtual Conference
event_dates: 16-18th December, 2020
event_type: conference
refereed: FALSE
related_url_url: https://icatse.org/icisa2020/2020/11/27/the-program-draft-has-been-posted/
related_url_type: org
citation:   Pham, Thanh Huyen and Nguyen, Thi Cam Van and Vuong, Thi Hong and Ho, Thuan and Ha, Quang Thuy and Nguyen, Tri Thanh  (2020) A Definition of Covering Based Decision Table and Its Sample Applications.  In: 11th International Conference on Information Science and Applications 2020 (ICISA2020), 16-18th December, 2020, Virtual Conference.    (In Press)  
document_url: https://eprints.uet.vnu.edu.vn/eprints/id/eprint/4174/1/20_ICISA2020_program.pdf