NDLI: On rule acquisition in decision formal contexts

Content Provider	Springer Nature Link
Author	Li, Jinhai Mei, Changlin Kumar, Cherukuri Aswani Zhang, Xiao
Copyright Year	2013
Abstract	Rule acquisition is one of the main purposes in the analysis of decision formal contexts. Up to now, there have existed several types of rules (e.g., the decision rules and the granular rules) in decision formal contexts. This study firstly proposes a new algorithm with less time complexity for deriving the non-redundant decision rules from a decision formal context. Then, we invesigate decision rules and the granular rules in the consistent decision formal contexts and make a contrast between the decision rule oriented knowledge reduction and the granular rule oriented knowledge reduction. Finally, some experiments are conducted to assess the efficiency of the proposed rule acquisition algorithm.
Starting Page	721
Ending Page	731
Page Count	11
File Format	PDF
ISSN	18688071
Journal	International Journal of Machine Learning and Cybernetics
Volume Number	4
Issue Number	6
e-ISSN	1868808X
Language	English
Publisher	Springer Berlin Heidelberg
Publisher Date	2013-02-06
Publisher Place	Berlin, Heidelberg
Access Restriction	One Nation One Subscription (ONOS)
Subject Keyword	Formal concept analysis Formal context Decision formal context Concept lattice Rule acquisition Computational Intelligence Artificial Intelligence (incl. Robotics) Control, Robotics, Mechatronics Statistical Physics, Dynamical Systems and Complexity Systems Biology Pattern Recognition
Content Type	Text
Resource Type	Article
Subject	Artificial Intelligence Computer Vision and Pattern Recognition Software

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

An information fusion technology for triadic decision contexts

Attribute reduction in decision formal context based on homomorphism

Decomposition methods of formal contexts to construct concept lattices

Decision implications: a logical point of view

Two kinds of multi-level formal concepts and its application for sets approximations

Decision rules acquisition based on interval knowledge granules for incomplete ordered decision information systems

Attribute reduction in inconsistent formal decision contexts based on congruence relations

Dominance-based decision rule induction for multicriteria ranking

Independence of axiom sets characterizing formal concepts

On rule acquisition in decision formal contexts

Similar Documents

An information fusion technology for triadic decision contexts

Attribute reduction in decision formal context based on homomorphism

Decomposition methods of formal contexts to construct concept lattices

Decision implications: a logical point of view

Two kinds of multi-level formal concepts and its application for sets approximations

Decision rules acquisition based on interval knowledge granules for incomplete ordered decision information systems

Attribute reduction in inconsistent formal decision contexts based on congruence relations

Dominance-based decision rule induction for multicriteria ranking

Independence of axiom sets characterizing formal concepts

On rule acquisition in decision formal contexts