A Monte Carlo fuzzy logistic regression framework against imbalance and separation

Saved in:
Bibliographic Details
Published inInformation sciences Vol. 655; p. 119893
Main Authors Charizanos, Georgios, Demirhan, Haydar, İçen, Duygu
Format Journal Article
LanguageEnglish
Published 01.01.2024
Online AccessGet full text
ISSN0020-0255
DOI10.1016/j.ins.2023.119893

Cover

ArticleNumber 119893
Author Charizanos, Georgios
Demirhan, Haydar
İçen, Duygu
Author_xml – sequence: 1
  givenname: Georgios
  surname: Charizanos
  fullname: Charizanos, Georgios
– sequence: 2
  givenname: Haydar
  orcidid: 0000-0002-8565-4710
  surname: Demirhan
  fullname: Demirhan, Haydar
– sequence: 3
  givenname: Duygu
  surname: İçen
  fullname: İçen, Duygu
BookMark eNp9kM1OwzAQhH0oEm3hAbj5BRLWSePYx6riTypCQnC2Nq4duaR2ZRuh9ulJKScOnHZX2m80MzMy8cEbQm4YlAwYv92WzqeygqouGZNC1hMyBaiggKppLskspS0ALFrOp-R1SZ-Dz4auMA6B2s_j8UCH0LuUnabR9NGk5IKnNuLOfIX4QbHHUT9Tt-twQK8NRb-hyewxYh5fr8iFxSGZ6985J-_3d2-rx2L98vC0Wq4LXQmRi6YVrKo4Z1wKkGBrzVtmreUgu25cNDLR2YZ3zQJrGA-UiJsxlJao0Yh6Ttqzro4hpWis0i7_OMgR3aAYqFMdaqtGu-pUhzrXMZLsD7mPbofx8A_zDSRvadY
CitedBy_id crossref_primary_10_1016_j_iswa_2024_200378
crossref_primary_10_1007_s44196_024_00723_1
crossref_primary_10_2139_ssrn_4997557
crossref_primary_10_1186_s12874_024_02270_x
crossref_primary_10_1016_j_ecoinf_2025_103091
crossref_primary_10_1186_s13040_024_00384_y
Cites_doi 10.1111/ijd.13535
10.1016/j.asej.2021.06.004
10.1080/00207727808941724
10.1111/j.0006-341X.2004.00224.x
10.1007/s00500-007-0179-6
10.1016/j.asoc.2016.04.013
10.1016/j.camwa.2011.08.050
10.1016/j.nut.2013.08.008
10.1016/j.procs.2018.05.159
10.1016/j.rmal.2023.100044
10.1088/1742-6596/1597/1/012022
10.1109/TCYB.2021.3126756
10.1016/j.asoc.2023.110020
10.1007/s00500-006-0148-5
10.1109/TNNLS.2017.2736643
10.1093/aje/kwx299
10.1002/acs.3529
10.1002/wics.82
10.1093/pan/mpi009
10.1590/S0034-89102009000100025
10.1371/journal.pone.0118432
10.1166/asl.2016.7980
10.1109/TKDE.2019.2898861
10.1007/s00500-014-1418-2
10.1016/j.compbiomed.2017.01.001
10.3390/healthcare10071293
10.1016/j.ins.2013.07.007
10.4249/scholarpedia.1883
10.1109/5254.708428
10.1016/S0045-7949(97)00150-8
10.3233/IDA-2002-6504
ContentType Journal Article
DBID AAYXX
CITATION
DOI 10.1016/j.ins.2023.119893
DatabaseName CrossRef
DatabaseTitle CrossRef
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
Library & Information Science
ExternalDocumentID 10_1016_j_ins_2023_119893
GroupedDBID --K
--M
--Z
-~X
.DC
.~1
0R~
1B1
1OL
1RT
1~.
1~5
29I
4.4
457
4G.
5GY
5VS
7-5
71M
8P~
9JN
9JO
AAAKF
AAAKG
AABNK
AAEDT
AAEDW
AAIKJ
AAKOC
AALRI
AAOAW
AAQFI
AAQXK
AARIN
AATTM
AAXKI
AAXUO
AAYFN
AAYWO
AAYXX
ABAOU
ABBOA
ABEFU
ABFNM
ABJNI
ABMAC
ABUCO
ABWVN
ABXDB
ACDAQ
ACGFS
ACNNM
ACRLP
ACRPL
ACVFH
ACZNC
ADBBV
ADCNI
ADEZE
ADGUI
ADJOM
ADMUD
ADNMO
ADTZH
ADVLN
AEBSH
AECPX
AEIPS
AEKER
AENEX
AEUPX
AFFNX
AFJKZ
AFPUW
AFTJW
AFXIZ
AGCQF
AGHFR
AGQPQ
AGRNS
AGUBO
AGYEJ
AHHHB
AHJVU
AHZHX
AIALX
AIEXJ
AIGII
AIGVJ
AIIUN
AIKHN
AITUG
AKBMS
AKRWK
AKYEP
ALMA_UNASSIGNED_HOLDINGS
AMRAJ
ANKPU
AOUOD
APLSM
APXCP
ARUGR
ASPBG
AVWKF
AXJTR
AZFZN
BJAXD
BKOJK
BLXMC
BNPGV
CITATION
CS3
DU5
EBS
EFJIC
EJD
EO8
EO9
EP2
EP3
F5P
FDB
FEDTE
FGOYB
FIRID
FNPLU
FYGXN
G-Q
GBLVA
GBOLZ
HAMUX
HLZ
HVGLF
HZ~
H~9
IHE
J1W
JJJVA
KOM
LG9
LY1
M41
MHUIS
MO0
MS~
N9A
O-L
O9-
OAUVE
OZT
P-8
P-9
P2P
PC.
Q38
R2-
RIG
ROL
RPZ
SBC
SDF
SDG
SDP
SDS
SES
SEW
SPC
SPCBC
SSB
SSD
SSH
SST
SSV
SSW
SSZ
T5K
TN5
TWZ
UHS
WH7
WUQ
XPP
YYP
ZMT
ZY4
~02
~G-
ID FETCH-LOGICAL-c288t-578122661698090f3c671fff609bb1ffca18bf56b54a30a18a9aad023c9acae83
ISSN 0020-0255
IngestDate Tue Jul 01 01:27:02 EDT 2025
Thu Apr 24 23:08:14 EDT 2025
IsDoiOpenAccess false
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Language English
LinkModel OpenURL
MergedId FETCHMERGED-LOGICAL-c288t-578122661698090f3c671fff609bb1ffca18bf56b54a30a18a9aad023c9acae83
ORCID 0000-0002-8565-4710
OpenAccessLink https://doi.org/10.1016/j.ins.2023.119893
ParticipantIDs crossref_citationtrail_10_1016_j_ins_2023_119893
crossref_primary_10_1016_j_ins_2023_119893
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2024-01-00
PublicationDateYYYYMMDD 2024-01-01
PublicationDate_xml – month: 01
  year: 2024
  text: 2024-01-00
PublicationDecade 2020
PublicationTitle Information sciences
PublicationYear 2024
References Abdalla (10.1016/j.ins.2023.119893_br0050) 2008; 12
Khozeimeh (10.1016/j.ins.2023.119893_br0220)
Pourahmad (10.1016/j.ins.2023.119893_br0350) 2011; 62
Upadhyay (10.1016/j.ins.2023.119893_br0440) 2012; 3
Mansournia (10.1016/j.ins.2023.119893_br0280) 2018; 187
Tomar (10.1016/j.ins.2023.119893_br0430) 2018; 132
Khozeimeh (10.1016/j.ins.2023.119893_br0230) 2017; 81
Namdari (10.1016/j.ins.2023.119893_br0300) 2014; 30
Wang (10.1016/j.ins.2023.119893_br0450) 2023; 53
Yilmaz (10.1016/j.ins.2023.119893_br0470) 2023; 134
Alefeld (10.1016/j.ins.2023.119893_br0110) 1998; 67
Sivanandam (10.1016/j.ins.2023.119893_br0370) 2007
Ahmadini (10.1016/j.ins.2023.119893_br0100) 2022; 13
Javaheri (10.1016/j.ins.2023.119893_br0210) 2014
Dutta (10.1016/j.ins.2023.119893_br0160) 2012; 7
Namdari (10.1016/j.ins.2023.119893_br0310) 2015; 19
İçen (10.1016/j.ins.2023.119893_br0190) 2016; 46
Saito (10.1016/j.ins.2023.119893_br0360) 2015; 10
Dal Pozzolo (10.1016/j.ins.2023.119893_br0140) 2017; 29
Phibanchon (10.1016/j.ins.2023.119893_br0340) 2007
O'brien (10.1016/j.ins.2023.119893_br0320) 2004; 60
Sobar (10.1016/j.ins.2023.119893_br0380) 2016; 22
Matloff (10.1016/j.ins.2023.119893_br0290) 2017
Abid (10.1016/j.ins.2023.119893_br0060) 2020; vol. 1105
Fernandes (10.1016/j.ins.2023.119893_br0170) 2019; 32
Dubois (10.1016/j.ins.2023.119893_br0150) 1978; 9
Clark (10.1016/j.ins.2023.119893_br0130) 2023; 2
Peterson (10.1016/j.ins.2023.119893_br0330) 2009; 4
López (10.1016/j.ins.2023.119893_br0270) 2013; 250
Yegnanarayana (10.1016/j.ins.2023.119893_br0460) 2009
Zhang (10.1016/j.ins.2023.119893_br0480) 2023; 37
Liu (10.1016/j.ins.2023.119893_br0260) 2008; 39
Chen (10.1016/j.ins.2023.119893_br0120) 2015
Kumar (10.1016/j.ins.2023.119893_br0250) 2022; 10
Tabtah (10.1016/j.ins.2023.119893_br0420)
AbuAarqob (10.1016/j.ins.2023.119893_br0090) 2008; 3
Khozeimeh (10.1016/j.ins.2023.119893_br0240) 2017; 56
Zorn (10.1016/j.ins.2023.119893_br0500) 2005; 13
Japkowicz (10.1016/j.ins.2023.119893_br0200) 2002; 6
Abid (10.1016/j.ins.2023.119893_br0070) 2019
Sudha (10.1016/j.ins.2023.119893_br0400) 2020; 1597
Hearst (10.1016/j.ins.2023.119893_br0180) 1998; 13
Zimmermann (10.1016/j.ins.2023.119893_br0490) 2010; 2
Abreu (10.1016/j.ins.2023.119893_br0080) 2009; 43
Song (10.1016/j.ins.2023.119893_br0390) 2023
Abdalla (10.1016/j.ins.2023.119893_br0040) 2007; 11
Tabtah (10.1016/j.ins.2023.119893_br0410) 2017
References_xml – volume: 7
  start-page: 105
  issue: 1
  year: 2012
  ident: 10.1016/j.ins.2023.119893_br0160
  article-title: Prediction of stock performance in the Indian stock market using logistic regression
  publication-title: Int. J. Bus. Inf.
– volume: 39
  start-page: 539
  issue: 2
  year: 2008
  ident: 10.1016/j.ins.2023.119893_br0260
  article-title: Exploratory undersampling for class-imbalance learning
  publication-title: IEEE Trans. Syst. Man Cybern., Part B, Cybern.
– volume: 56
  start-page: 359
  issue: 4
  year: 2017
  ident: 10.1016/j.ins.2023.119893_br0240
  article-title: Intralesional immunotherapy compared to cryotherapy in the treatment of warts
  publication-title: Int. J. Dermatol.
  doi: 10.1111/ijd.13535
– volume: 13
  issue: 1
  year: 2022
  ident: 10.1016/j.ins.2023.119893_br0100
  article-title: A novel technique for parameter estimation in intuitionistic fuzzy logistic regression model
  publication-title: Ain Shams Eng. J.
  doi: 10.1016/j.asej.2021.06.004
– year: 2015
  ident: 10.1016/j.ins.2023.119893_br0120
– volume: 9
  start-page: 613
  issue: 6
  year: 1978
  ident: 10.1016/j.ins.2023.119893_br0150
  article-title: Operations on fuzzy numbers
  publication-title: Int. J. Syst. Sci.
  doi: 10.1080/00207727808941724
– start-page: 1
  year: 2017
  ident: 10.1016/j.ins.2023.119893_br0410
  article-title: Autism spectrum disorder screening: machine learning adaptation and DSM-5 fulfillment
– volume: 60
  start-page: 739
  issue: 3
  year: 2004
  ident: 10.1016/j.ins.2023.119893_br0320
  article-title: Bayesian multivariate logistic regression
  publication-title: Biometrics
  doi: 10.1111/j.0006-341X.2004.00224.x
– volume: 12
  start-page: 463
  issue: 5
  year: 2008
  ident: 10.1016/j.ins.2023.119893_br0050
  article-title: Monte Carlo methods in fuzzy linear regression ii
  publication-title: Soft Comput.
  doi: 10.1007/s00500-007-0179-6
– volume: 46
  start-page: 104
  year: 2016
  ident: 10.1016/j.ins.2023.119893_br0190
  article-title: Error measures for fuzzy linear regression: Monte Carlo simulation approach
  publication-title: Appl. Soft Comput.
  doi: 10.1016/j.asoc.2016.04.013
– volume: 62
  start-page: 3353
  issue: 9
  year: 2011
  ident: 10.1016/j.ins.2023.119893_br0350
  article-title: Fuzzy logistic regression based on the least squares approach with application in clinical studies
  publication-title: Comput. Math. Appl.
  doi: 10.1016/j.camwa.2011.08.050
– volume: 30
  start-page: 274
  issue: 3
  year: 2014
  ident: 10.1016/j.ins.2023.119893_br0300
  article-title: Effect of folic acid on appetite in children: ordinal logistic and fuzzy logistic regressions
  publication-title: Nutrition
  doi: 10.1016/j.nut.2013.08.008
– start-page: 153
  year: 2014
  ident: 10.1016/j.ins.2023.119893_br0210
  article-title: Chapter 6 - Response modeling in direct marketing: a data mining-based approach for target selection
– volume: 132
  start-page: 451
  year: 2018
  ident: 10.1016/j.ins.2023.119893_br0430
  article-title: Traffic management using logistic regression with fuzzy logic
  publication-title: Proc. Comput. Sci.
  doi: 10.1016/j.procs.2018.05.159
– volume: 3
  start-page: 16
  issue: 3
  year: 2012
  ident: 10.1016/j.ins.2023.119893_br0440
  article-title: Forecasting stock performance in Indian market using multinomial logistic regression
  publication-title: J. Bus. Stud. Q.
– volume: 3
  start-page: 763
  issue: 16
  year: 2008
  ident: 10.1016/j.ins.2023.119893_br0090
  article-title: Functions defined on fuzzy real numbers according to Zadeh's extension
  publication-title: Int. Math. Forum
– ident: 10.1016/j.ins.2023.119893_br0220
– volume: 2
  issue: 1
  year: 2023
  ident: 10.1016/j.ins.2023.119893_br0130
  article-title: Dealing with complete separation and quasi-complete separation in logistic regression for linguistic data
  publication-title: Res. Methods Appl. Linguist.
  doi: 10.1016/j.rmal.2023.100044
– volume: 1597
  year: 2020
  ident: 10.1016/j.ins.2023.119893_br0400
  article-title: Fuzzy triangular numbers in-Sierpinski triangle and right angle triangle
  publication-title: J. Phys. Conf. Ser.
  doi: 10.1088/1742-6596/1597/1/012022
– year: 2007
  ident: 10.1016/j.ins.2023.119893_br0370
– volume: 53
  start-page: 2767
  issue: 5
  year: 2023
  ident: 10.1016/j.ins.2023.119893_br0450
  article-title: Cost-sensitive hypergraph learning with f-measure optimization
  publication-title: IEEE Trans. Cybern.
  doi: 10.1109/TCYB.2021.3126756
– volume: 134
  year: 2023
  ident: 10.1016/j.ins.2023.119893_br0470
  article-title: Weighted kappa measures for ordinal multi-class classification performance
  publication-title: Appl. Soft Comput.
  doi: 10.1016/j.asoc.2023.110020
– volume: 11
  start-page: 991
  issue: 10
  year: 2007
  ident: 10.1016/j.ins.2023.119893_br0040
  article-title: Monte Carlo methods in fuzzy linear regression
  publication-title: Soft Comput.
  doi: 10.1007/s00500-006-0148-5
– volume: 29
  start-page: 3784
  issue: 8
  year: 2017
  ident: 10.1016/j.ins.2023.119893_br0140
  article-title: Credit card fraud detection: a realistic modeling and a novel learning strategy
  publication-title: IEEE Trans. Neural Netw. Learn. Syst.
  doi: 10.1109/TNNLS.2017.2736643
– volume: 187
  start-page: 864
  issue: 4
  year: 2018
  ident: 10.1016/j.ins.2023.119893_br0280
  article-title: Separation in logistic regression: causes, consequences, and control
  publication-title: Am. J. Epidemiol.
  doi: 10.1093/aje/kwx299
– ident: 10.1016/j.ins.2023.119893_br0420
– year: 2009
  ident: 10.1016/j.ins.2023.119893_br0460
– volume: 37
  start-page: 380
  issue: 2
  year: 2023
  ident: 10.1016/j.ins.2023.119893_br0480
  article-title: Hybrid-driven-based fuzzy secure filtering for nonlinear parabolic partial differential equation systems with cyber attacks
  publication-title: Int. J. Adapt. Control Signal Process.
  doi: 10.1002/acs.3529
– volume: 2
  start-page: 317
  issue: 3
  year: 2010
  ident: 10.1016/j.ins.2023.119893_br0490
  article-title: Fuzzy set theory
  publication-title: Wiley Interdiscip. Rev.: Comput. Stat.
  doi: 10.1002/wics.82
– volume: 13
  start-page: 157
  issue: 2
  year: 2005
  ident: 10.1016/j.ins.2023.119893_br0500
  article-title: A solution to separation in binary response models
  publication-title: Polit. Anal.
  doi: 10.1093/pan/mpi009
– volume: vol. 1105
  start-page: 363
  year: 2020
  ident: 10.1016/j.ins.2023.119893_br0060
  article-title: Predicting forest fire in Algeria using data mining techniques: case study of the decision tree algorithm
– volume: 43
  start-page: 183
  issue: 1
  year: 2009
  ident: 10.1016/j.ins.2023.119893_br0080
  article-title: Ordinal logistic regression in epidemiological studies
  publication-title: Rev. Saude Publica
  doi: 10.1590/S0034-89102009000100025
– volume: 10
  issue: 3
  year: 2015
  ident: 10.1016/j.ins.2023.119893_br0360
  article-title: The precision-recall plot is more informative than the roc plot when evaluating binary classifiers on imbalanced datasets
  publication-title: PLoS ONE
  doi: 10.1371/journal.pone.0118432
– volume: 22
  start-page: 3120
  issue: 10
  year: 2016
  ident: 10.1016/j.ins.2023.119893_br0380
  article-title: Behavior determinant based cervical cancer early detection with machine learning algorithm
  publication-title: Adv. Sci. Lett.
  doi: 10.1166/asl.2016.7980
– volume: 32
  start-page: 1104
  issue: 6
  year: 2019
  ident: 10.1016/j.ins.2023.119893_br0170
  article-title: Ensemble of classifiers based on multiobjective genetic sampling for imbalanced data
  publication-title: IEEE Trans. Knowl. Data Eng.
  doi: 10.1109/TKDE.2019.2898861
– volume: 19
  start-page: 909
  issue: 4
  year: 2015
  ident: 10.1016/j.ins.2023.119893_br0310
  article-title: Fuzzy logistic regression with least absolute deviations estimators
  publication-title: Soft Comput.
  doi: 10.1007/s00500-014-1418-2
– year: 2017
  ident: 10.1016/j.ins.2023.119893_br0290
– start-page: 1
  year: 2019
  ident: 10.1016/j.ins.2023.119893_br0070
  article-title: Predicting forest fire in Algeria using data mining techniques: case study of the decision tree algorithm
– volume: 81
  start-page: 167
  issue: 1
  year: 2017
  ident: 10.1016/j.ins.2023.119893_br0230
  article-title: An expert system for selecting wart treatment method
  publication-title: Comput. Biol. Med.
  doi: 10.1016/j.compbiomed.2017.01.001
– volume: 10
  start-page: 1293
  issue: 7
  year: 2022
  ident: 10.1016/j.ins.2023.119893_br0250
  article-title: Addressing binary classification over class imbalanced clinical datasets using computationally intelligent techniques
  publication-title: Healthcare
  doi: 10.3390/healthcare10071293
– volume: 250
  start-page: 113
  year: 2013
  ident: 10.1016/j.ins.2023.119893_br0270
  article-title: An insight into classification with imbalanced data: empirical results and current trends on using data intrinsic characteristics
  publication-title: Inf. Sci.
  doi: 10.1016/j.ins.2013.07.007
– volume: 4
  start-page: 1883
  issue: 2
  year: 2009
  ident: 10.1016/j.ins.2023.119893_br0330
  article-title: K-nearest neighbor
  publication-title: Scholarpedia
  doi: 10.4249/scholarpedia.1883
– volume: 13
  start-page: 18
  issue: 4
  year: 1998
  ident: 10.1016/j.ins.2023.119893_br0180
  article-title: Support vector machines
  publication-title: IEEE Intell. Syst. Appl.
  doi: 10.1109/5254.708428
– start-page: 1
  year: 2023
  ident: 10.1016/j.ins.2023.119893_br0390
  article-title: Switching-like event-triggered state estimation for reaction–diffusion neural networks against dos attacks
  publication-title: Neural Process. Lett.
– volume: 67
  start-page: 3
  issue: 1–3
  year: 1998
  ident: 10.1016/j.ins.2023.119893_br0110
  article-title: The basic properties of interval arithmetic, its software realizations and some applications
  publication-title: Comput. Struct.
  doi: 10.1016/S0045-7949(97)00150-8
– volume: 6
  start-page: 429
  issue: 5
  year: 2002
  ident: 10.1016/j.ins.2023.119893_br0200
  article-title: The class imbalance problem: a systematic study
  publication-title: Intell. Data Anal.
  doi: 10.3233/IDA-2002-6504
– start-page: 14
  year: 2007
  ident: 10.1016/j.ins.2023.119893_br0340
  article-title: An adaptive fuzzy regression model for the prediction of dichotomous response variables
SSID ssj0004766
Score 2.486581
SourceID crossref
SourceType Enrichment Source
Index Database
StartPage 119893
Title A Monte Carlo fuzzy logistic regression framework against imbalance and separation
Volume 655
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1LT-MwELZYuLCHFU8tLCAfEAeiVInjvI4FgSokOCCQuEW2a3dT0RZBemgP-9t3_MgDBBJwiZLIsaJ8X8bj8TdjhI55TBSHYc8XSR77VOsbGdHKHFOFchgyonRA__omGdzTq4f4od3uyGSXVLwnlu_mlXwHVbgHuOos2S8g23QKN-Ac8IUjIAzHT2Hc179kJbVq43HmqflyufBsSo8pzDyyGtepp2oFlsdGrASH0CsnXGsaXbbAi7QVwB1E41rd3mQ2em6gbBxwvUpfLpkT6ZnAejlr96iXk_L5rw2tDthiyBoFsPZdzwKzOp86gzdfjObd2AOhndhDnQsQ-HpW0rWnibu0FjHUoqzoXWNt4wZjmGHouukk6rVtXxfGfjNgNTLCWqE2LqCLQndR2C5-oDWSpmbZvvevlfzQ1K5d129dr3Ibvd-bt-j4KR2H424D_XIzBdy3sG-iFTndQj879SO30KHLOsEnuAMWdvZ6G932sSEINgTBhiC4JghuCYIbgmBHENwQBANBcEuQHXR_eXF3PvDdJhq-IFlW-WCRQ6K9sCTPgjxQkUjSUCmVBDnncCJYmHEVJzymLArgguWMDeE7iJwJJrNoF61OZ1P5G2HwdhRRKpPg9FImSE4zzmXKKaeUweiwh4L6kxXCVZjXG508Fh8CtYdOm0eebHmVjxvvf6XxH7TeMvYArVbPc3kI_mPFjwwp_gMDx2_U
linkProvider Elsevier
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=A+Monte+Carlo+fuzzy+logistic+regression+framework+against+imbalance+and+separation&rft.jtitle=Information+sciences&rft.au=Charizanos%2C+Georgios&rft.au=Demirhan%2C+Haydar&rft.au=%C4%B0%C3%A7en%2C+Duygu&rft.date=2024-01-01&rft.issn=0020-0255&rft.volume=655&rft.spage=119893&rft_id=info:doi/10.1016%2Fj.ins.2023.119893&rft.externalDBID=n%2Fa&rft.externalDocID=10_1016_j_ins_2023_119893
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0020-0255&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0020-0255&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0020-0255&client=summon