[PDF][PDF] Rough sets: A tutorial

J Komorowski, Z Pawlak, L Polkowski… - … fuzzy hybridization: A …, 1999 - academia.edu
A rapid growth of interest in rough set theory [297] and its applications can be lately seen in
the number of international workshops, conferences and seminars that are either directly …

Rough sets and Boolean reasoning

Z Pawlak, A Skowron - Information sciences, 2007 - Elsevier
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[图书][B] Rough sets

L Polkowski - 2002 - Springer
The two-volume set of proceedings of IJCRS 2017, the 2017 International Joint Conference
on Rough Sets, contains the results of the meeting of the International Rough Set Society …

Rough set algorithms in classification problem

JG Bazan, HS Nguyen, SH Nguyen, P Synak… - Rough set methods and …, 2000 - Springer
We we present some algorithms, based on rough set theory, that can be used for the
problem of new cases classification. Most of the algorithms were implemented and included …

Evolutionary extreme learning machine with novel activation function for credit scoring

D Tripathi, DR Edla, V Kuppili, A Bablani - Engineering Applications of …, 2020 - Elsevier
The term credit scoring is extensively used in credit industries for decision making and
measuring the risk associated with an applicant. It uses applicants' historical data for credit …

Some issues on rough sets

Z Pawlak - Transactions on Rough Sets I: James F. Peters-Andrzej …, 2004 - Springer
The aim of this paper is to give rudiments of rough set theory and present some recent
research directions proposed by the author. Rough set theory is a new mathematical …

Economic and financial prediction using rough sets model

FEH Tay, L Shen - European Journal of Operational Research, 2002 - Elsevier
A state-of-the-art review of the literature related to economic and financial prediction using
rough sets model is presented, with special emphasis on the business failure prediction …

Applications of rough sets in big data analysis: an overview

P Pięta, T Szmuc - International Journal of Applied Mathematics and …, 2021 - sciendo.com
Big data, artificial intelligence and the Internet of things (IoT) are still very popular areas in
current research and industrial applications. Processing massive amounts of data generated …

Approximate boolean reasoning: Foundations and applications in data mining

HS Nguyen - Transactions on rough sets V, 2006 - Springer
Since its introduction by George Boole during the mid-1800s, Boolean algebra has become
an important part of the lingua franca of mathematics, science, engineering, and research in …

[图书][B] Rough set methods and applications: new developments in knowledge discovery in information systems

L Polkowski, S Tsumoto, TY Lin - 2012 - books.google.com
Rough set approach to reasoning under uncertainty is based on inducing knowledge
representation from data under constraints expressed by discernibility or, more generally …