A comprehensive survey on formal concept analysis, its research trends and applications

PK Singh, CA Kumar, A Gani - International Journal of Applied …, 2016 - sciendo.com
In recent years, FCA has received significant attention from research communities of various
fields. Further, the theory of FCA is being extended into different frontiers and augmented …

Concepts reduction in formal concept analysis with fuzzy setting using Shannon entropy

PK Singh, AK Cherukuri, J Li - International Journal of Machine Learning …, 2017 - Springer
In this paper we propose a method for reducing the number of formal concepts in formal
concept analysis of data with fuzzy attributes. We compute the weight of fuzzy formal …

Three-way conceptual approach for cognitive memory functionalities

R Shivhare, AK Cherukuri - International Journal of Machine Learning and …, 2017 - Springer
Human brain represents the information and stores it as memory. They are stored in different
parts of the brain and are linked together by associations. When a cue is provided, the …

Formal concept analysis approach to cognitive functionalities of bidirectional associative memory

CA Kumar, MS Ishwarya, CK Loo - Biologically Inspired Cognitive …, 2015 - Elsevier
Pattern association is one among the ways through which human brain stores and recalls
information. From the literature, it is evident that cognitive abilities of human brain such as …

Establishment of cognitive relations based on cognitive informatics

R Shivhare, AK Cherukuri, J Li - Cognitive Computation, 2017 - Springer
Cognitive informatics (CI) is an interdisciplinary study on modelling of the brain in terms of
knowledge and information processing. In CI, objects/attributes are considered as neurons …

Towards automated assessment generation in e-learning systems using combinatorial testing and formal concept analysis

F Škopljanac-Mačina, I Zakarija, B Blašković - IEEE access, 2021 - ieeexplore.ieee.org
In this paper, we research the use of software combinatorial testing techniques and the
Formal Concept Analysis method for preparing sets of questions for student assessment in e …

On the cognitive process of abstraction

R Shivhare, CA Kumar - Procedia Computer Science, 2016 - Elsevier
Abstract Concepts are the basic elements of propositions. Concepts can be best understood
as constituted by its subset of objects (Extent) and subset of attributes (Intent). Psychological …

Concept generation in formal concept analysis using MapReduce framework

RK Chunduri, AK Cherukuri… - … Conference on Big Data …, 2017 - ieeexplore.ieee.org
Searching for interesting patterns in large data sources plays a vital part in Data Science.
There are several techniques, which can be applied to data sources to extract the patterns …

[PDF][PDF] Alternative Rule Reasoning: Association Rule Tree Reasoning with a Constraining Rule Ascertained using a Reasoning Framework in 2D Interestingness Area.

P Liewlom - IAENG International Journal of Computer Science, 2021 - iaeng.org
Reasoning task is necessary for scientific work. We proposed a method to ascertained
association rules from a reasoning framework for rule reasoning tasks. The proposed …

An interactive role learning and discovery model for multi-department RBAC building based on attribute exploration

X Shen, J Yang, L Zhang, G Yang - Journal of Ambient Intelligence and …, 2022 - Springer
A number of privacy breaches have occurred in recent years, which has made people pay
increased attention to the security of information systems. On the basis of this issue, role …