Skip to main content
Fachgebiete
Automobil + Motoren Bauwesen + Immobilien Business IT + Informatik Elektrotechnik + Elektronik Energie + Nachhaltigkeit Finance + Banking Management + Führung Marketing + Vertrieb Maschinenbau + Werkstoffe Versicherung + Risiko
DE
EN
Bücher
Zeitschriften
Themenseiten
Organisationspsychologie Projektmanagement Marketing Smart Manufacturing
Weitere Formate
Podcasts Webinare Technik Webinare Wirtschaft Kongresse Veranstaltungskalender Awards
Jetzt Einzelzugang starten
Zugang für Unternehmen
Referenzkunden
SLX-Digitalkonferenz: Zukunftswerkstatt 2024

Mehr Umsatz mit Top-Kontakten

Am 7. Mai erfahren Sie, wie Vertriebsteams Leadgenerierung, Leadnurturing und Leadstrategien effizient steuern können.
Erweiterte Suche
Anmelden
nach oben
Soft Computing
Erschienen in: Soft Computing 18/2019

06.09.2018 | Methodologies and Application

Exponential Jensen intuitionistic fuzzy divergence measure with applications in medical investigation and pattern recognition

verfasst von: Rajesh Joshi, Satish Kumar

Erschienen in: Soft Computing | Ausgabe 18/2019

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

The need of suitable divergence measures arises as they play an important role in the problems related to discrimination and inferences. This communication is intended to introduce one such exponential divergence measure based on well-known exponential entropy introduced by Pal and Pal and its validation. Further, this idea has been generalized to introduce a new exponential divergence measure for intuitionistic fuzzy sets. Besides establishing its validity, some of its major properties are also studied. In addition to this, applications of proposed divergence measure for IFSs are given in medical investigation and pattern recognition.
Vorheriger Artikel Development of intuitionistic fuzzy data envelopment analysis models and intuitionistic fuzzy input–output targets
Nächster Artikel A novel multi-objective particle swarm optimization for comprehensible credit scoring

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

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!

Jetzt informieren

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!

Jetzt informieren

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!

Jetzt informieren
Anhänge
Nur mit Berechtigung zugänglich
Literatur
Boran FE, Akay D (2014) A biparametric similarity measure on intuitionistic fuzzy sets with applications to pattern recognition. Inf Sci 255(10):45–57MathSciNetCrossRefMATH
Boran FE, Genc S, Akay D (2011) Personal selection based on intuitionistic fuzzy sets. Hum Factors Ergon Manuf Serv Ind 21(5):493–503CrossRef
Burillo P, Bustince H (2001) Entropy on intuitionistic fuzzy sets and on interval-valued fuzzy sets. Fuzzy Sets Syst 118:305–316MathSciNetMATH
De SK, Biswas R, Roy AR (2001) An application of intuitionistic fuzzy sets in medical diagnosis. Fuzzy Sets Syst 117(2):209–213CrossRefMATH
Hatzimichailidis AG, Papakostas GA, Kaburlasos VG (2012) A novel distance measure of intuitionistic fuzzy sets and its application to pattern recognition problems. Int J Intell Syst 27(4):396–409CrossRef
Hung WL, Yang MS (2004) Similarity measures of intuitionistic fuzzy sets based on Housedorff distance. Pattern Recognit Lett 25:1603–1611CrossRef
Hung WL, Yang MS (2008) On the \(j\)-divergence of intuitionistic fuzzy sets and its application to pattern recognition. Inf Sci 178(6):1641–1650MathSciNetCrossRefMATH
Jiang YC, Tang Y, Wang J, Tang S (2009) Reasoning with intuitionistic fuzzy rough description logics. Inf Sci 179:2362–2378MathSciNetCrossRefMATH
Joshi R, Kumar S (2016) A new approach in multiple attribute decision making using \(R\)-norm entropy and Hamming distance measure. Int J Inf Manag Sci 27(3):253–268MATH
Joshi R, Kumar S (2017b) A new exponential fuzzy entropy of order-\((\alpha, \beta )\) and its application in multiple attribute decision making. Commun Math Stat 5(2):213–229MathSciNetCrossRefMATH
Joshi R, Kumar S (2017c) Parametric \((R, S)\)-norm entropy on intuitionistic fuzzy sets with a new approach in multiple attribute decision making. Fuzzy Inf Eng 9:181–203MathSciNetCrossRef
Joshi R, Kumar S (2017d) A new intuitionistic fuzzy entropy of order-\(\alpha \) with applications in multiple attribute decision making. Adv Intell Syst Comput 546:212–219
Joshi R, Kumar S (2017e) Application of interval-valued intuitionistic fuzzy \(R\)-norm entropy in multiple attribute decision making. Int J Inf Manag Sci 28(3):233–251MathSciNetMATH
Joshi R, Kumar S (2018c) A new parametric intuitionistic fuzzy entropy and its applications in multiple attribute decision making. Int J Appl Comput Math 4:52–74MathSciNetCrossRefMATH
Klement EP, Mesiar R, Pap E (2004) Triangular norms. Position paper I: basic analytic and algebraic properties. Fuzzy Sets Syst 143:5–26CrossRefMATH
Lewontin RC (1972) The apportionment of human diversity. Evolut Biol 6:381–398
Li D (2005) Multiattribute decision-making models and methods using intuitionistic fuzzy sets. J Comput Syst Sci 70(1):73–85MathSciNetCrossRefMATH
Pal NR, Pal SK (1989) Object background segmentation using new definition of entropy. IEE Proc E 366:284–295
Papakostas GA, Hatzimichailidis AG, Kaburlasos VG (2013) Distance and similarity measures between intuitionistic fuzzy sets: a comparative analysis from a pattern recognition point of view. Pattern Recognit Lett 34(14):1609–1622CrossRef
Rao CR (1980) Diversity and dissimilarity coefficients: a unified approach. University of Pittsburgh tech. rep., pp 80–10
Shang X-G, Jiang W-S (1997) A note on fuzzy information measures. Pattern Recognit Lett 18:425–432CrossRef
Shore JE, Gray RM (1982) Minimization cross-entropy pattern classification and cluster analysis. IEEE Trans Pattern Anal Mach Intell 4(1):11–17CrossRefMATH
Srivastva A, Mahashwari M (2016) Decision making in medical investigations using new divergence measures for intuitionistic fuzzy sets. Iran J Fuzzy Syst 13(1):25–44MathSciNet
Steimann F (2000) On the use and usefulness of fuzzy sets in medical AI. Artif Intell Med 21:131–137CrossRef
Szmidt E, Kacprzyk J (2001a) Intuitionistic fuzzy sets in intelligent data analysis for medical diagnosis. In: Proceedings of the computational science ICCS
Szmidt E, Kacprzyk J (2001b) Intuitionistic fuzzy sets in some medical applications. In: Proceedings of the 7th fuzzy days, 2206, computational intelligence: theory and applications. Springer, Berlin, pp 148–151
Szmidt E, Kacprzyk J (2004) A similarity measure for intuitionistic fuzzy sets and its application in supporting medical diagnostic reasoning. Artif Intell Soft Comput ICAISC 3070:388–393MATH
Verma R, Sharma BD (2012) On generalized intuitionistic fuzzy divergence (relative information) and their properties. J Uncertain Syst 6(4):308–320
Verma R, Sharma BD (2013) Intuitionistic fuzzy Jensen Renyi divergence: application to multiple attribute decision making. Informatica 37(4):399–409MathSciNet
Vlachos IK, Sergiadis GD (2007) Intuitionistic fuzzy information—applications to pattern recognition. Pattern Recognit Lett 28(2):197–206CrossRef
Wang WQ, Xin XL (2005) Distance measures between intuitionistic fuzzy sets. Pattern Recognit Lett 26:2063–2069CrossRef
Wei GW (2008) Maximizing deviation method for multiple attribute decision making in intuitionistic fuzzy setting. Knowl Based Syst 21(8):833–836CrossRef
Yager RR (1979) On measures of fuzziness and negation, part I: membership in the unit interval. Int J Gen Syst 5:221–229CrossRefMATH
Zhang SF, Liu SY (2011) GRA-based intuitionistic multi criteria decision making method for personal selection. Expert Syst Appl 38(9):11401–11405CrossRef
Metadaten
Titel
Exponential Jensen intuitionistic fuzzy divergence measure with applications in medical investigation and pattern recognition
verfasst von
Rajesh Joshi
Satish Kumar
Publikationsdatum
06.09.2018
Verlag
Springer Berlin Heidelberg
Erschienen in
Soft Computing / Ausgabe 18/2019
Print ISSN: 1432-7643
Elektronische ISSN: 1433-7479
DOI
https://doi.org/10.1007/s00500-018-3505-2

Weitere Artikel der Ausgabe 18/2019

Soft Computing 18/2019 Zur Ausgabe

Methodologies and Application

Patent data analysis using functional count data model

Focus

An evolutionary multipath energy-efficient routing protocol (EMEER) for network lifetime enhancement in wireless sensor networks

Focus

A weighted graph-oriented ontology matching algorithm for enhancing ontology mapping and alignment in Semantic Web

Focus

A novel Neyman–Pearson criterion-based adaptive neuro-fuzzy inference system (NPC-ANFIS) model for security threats detection in cognitive radio networks

Methodologies and Application

Deep sparse representation-based mid-level visual elements discovery in fine-grained classification

Methodologies and Application

An integrated approach for failure mode and effect analysis based on uncertain linguistic GRA–TOPSIS method