Skip to main content
Disciplines
Automotive Business IT + Informatics Construction + Real Estate Electrical Engineering + Electronics Energy + Sustainability Insurance + Risk Finance + Banking Management + Leadership Marketing + Sales Mechanical Engineering + Materials
Events
DE
EN
Books
Journals
Topic Page
Marketing
Start single access now
Access for companies
EXTENDED SEARCH
Log in
Top
International Journal of Machine Learning and Cybernetics
Published in: International Journal of Machine Learning and Cybernetics 5/2020

30-03-2020 | Editorial

New advances in three-way decision, granular computing and concept lattice

Authors: Xizhao Wang, Jinhai Li

Published in: International Journal of Machine Learning and Cybernetics | Issue 5/2020

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Excerpt

Three-way decision (3WD) was proposed by Yiyu Yao to solve learning and reasoning problems by means of ternary classification. It trisects a universe of discourse and represents the uncertainty in the form of non-commitment. Granular computing (GrC) is an effective theory for information granulation. As far as we know, some well-known experts made substantial contributions in the early development of GrC such as Lotfi A. Zadeh, Tsau Young Lin, Yiyu Yao, Witold Pedrycz, etc. Concept lattice (CL), presented by Rudolf Wille in studying formal concept analysis, was to make data analysis based on Boolean relation. Up to now, 3WD, GrC and CL have been used to develop different types of machine learning models. For instance, 3WD-based clustering, multi-granularity structure learning and clustering, and concept-cognitive learning model for classification. …
next article Tri-level thinking: models of three-way decision

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

inform now
Show more products
Metadata
Title
New advances in three-way decision, granular computing and concept lattice
Authors
Xizhao Wang
Jinhai Li
Publication date
30-03-2020
Publisher
Springer Berlin Heidelberg
Published in
International Journal of Machine Learning and Cybernetics / Issue 5/2020
Print ISSN: 1868-8071
Electronic ISSN: 1868-808X
DOI
https://doi.org/10.1007/s13042-020-01117-3

Other articles of this Issue 5/2020

International Journal of Machine Learning and Cybernetics 5/2020 Go to the issue

Original Article

Tri-level thinking: models of three-way decision

Original Article

A co-training approach for sequential three-way decisions

Original Article

Discernible neighborhood counting based incremental feature selection for heterogeneous data

Original Article

An efficient three-way clustering algorithm based on gravitational search

Original Article

Complex network analysis of three-way decision researches

Original Article

A comparison study of optimal scale combination selection in generalized multi-scale decision tables