Bit-Close: a fast incremental concept calculation method

Y Ke, J Li, S Li - Applied Intelligence, 2024 - Springer
Abstract The theory of Formal Concept Analysis (FCA) finds diverse applications in fields like
knowledge extraction, cognitive concept learning and data mining. The construction of a …

A new parallel algorithm for computing formal concepts based on two parallel stages

L Zou, T He, J Dai - Information Sciences, 2022 - Elsevier
The fixpoints of Galois connections induced by binary relational data are called formal
concepts in formal concept analysis (FCA). Computing formal concepts is one of the most …

An open computing language‐based parallel Brute Force algorithm for formal concept analysis on heterogeneous architectures

JPP Novais, LA Maciel, MA Souza… - Concurrency and …, 2021 - Wiley Online Library
Algorithms for the extraction of formal concepts are widely studied in several areas of
knowledge, such as finance, health, and statistics. However, these algorithms require high …

Метод анализа тональности текстов TextJSM

ЕВ Котельников - … . Серия 2: Информационные процессы и системы, 2018 - elibrary.ru
Предлагается метод интеллектуального анализа тональности текстов TextJSM,
основанный на ДСМ-методе автоматического порождения гипотез. Представлены два …

Computing formal concepts in parallel via a workload rebalance approach

L Zou, X Chen, T He, J Dai - … Journal of Machine Learning and Cybernetics, 2022 - Springer
The scalability issue has always been a bottleneck for formal concept analysis (FCA) since
the number of formal concepts is possibly exponential in the formal context. Motivated by the …

TextJSM: text sentiment analysis method

EV Kotelnikov - Automatic Documentation and Mathematical …, 2018 - Springer
The TextJSM method of text sentiment analysis is proposed, based on JSM method of
automated hypothesis generation. Two versions of the TextJSM method are presented, that …

[PDF][PDF] Parallelism in the Generation of Concepts Through the Formal Context Object Partitioning Using the In-Close 4 Algorithm.

A Alves, LE Zárate, HC Freitas, MAJ Song - ICEIS (2), 2023 - scitepress.org
Formal Concept Analysis (FCA) usage for information extraction has been increasingly
recurrent, using algorithms already developed for this purpose. However, the computational …

A New Efficient Approach for Updating Formal Fuzzy Concepts

EE Shemis, GF Elhady, AM Mohammed… - … Journal of Computers …, 2023 - ijci.journals.ekb.eg
Formal fuzzy concept analysis is an effective data analysis and mining technique in the real
world. However, deriving formal fuzzy concepts is an NP problem that demands substantial …