Robust evolving fuzzy classifier integrating noise smoothing and soft dimension reduction

Edwin Lughofer; Igor Skrjanc

doi:10.1109/TETCI.2024.3371227

Robust evolving fuzzy classifier integrating noise smoothing and soft dimension reduction

Edwin Lughofer
, Igor Skrjanc

Institute for Mathematical Methods in Medicine and Data Based Modeling

Research output: Contribution to journal › Article › peer-review

Original language	English
Pages (from-to)	3628-3642
Number of pages	15
Journal	IEEE Transactions on Emerging Topics in Computational Intelligence
Volume	8
Issue number	5
DOIs	https://doi.org/10.1109/TETCI.2024.3371227
Publication status	Published - Oct 2024

Fields of science

102001 Artificial intelligence
102019 Machine learning
102035 Data science

JKU Focus areas

Digital Transformation

Access to Document

10.1109/TETCI.2024.3371227

Cite this

@article{df350480e5104b7789f5c745fdaf575d,

title = "Robust evolving fuzzy classifier integrating noise smoothing and soft dimension reduction",

author = "Edwin Lughofer and Igor Skrjanc",

year = "2024",

month = oct,

doi = "10.1109/TETCI.2024.3371227",

language = "English",

volume = "8",

pages = "3628--3642",

journal = "IEEE Transactions on Emerging Topics in Computational Intelligence",

issn = "2471-285X",

number = "5",

}

TY - JOUR

T1 - Robust evolving fuzzy classifier integrating noise smoothing and soft dimension reduction

AU - Lughofer, Edwin

AU - Skrjanc, Igor

PY - 2024/10

Y1 - 2024/10

UR - https://www.scopus.com/pages/publications/85188473339

U2 - 10.1109/TETCI.2024.3371227

DO - 10.1109/TETCI.2024.3371227

M3 - Article

SN - 2471-285X

VL - 8

SP - 3628

EP - 3642

JO - IEEE Transactions on Emerging Topics in Computational Intelligence

JF - IEEE Transactions on Emerging Topics in Computational Intelligence

IS - 5

ER -

Robust evolving fuzzy classifier integrating noise smoothing and soft dimension reduction

Fields of science

JKU Focus areas

Access to Document

Other files and links

LCM - Center for Symbiotic Mechatronics - Förderphase 2

Cite this

Robust evolving fuzzy classifier integrating noise smoothing and soft dimension reduction

Fields of science

JKU Focus areas

Access to Document

Other files and links

Projects

LCM - Center for Symbiotic Mechatronics - Förderphase 2

Cite this