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Computational Intelligence for Business Analytics

  • Book
  • © 2021

Overview

Editors:
  1. Witold Pedrycz

    1. Electrical and Computer Engineering, University of Alberta, Canada, Canada

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  2. Luis Martínez

    1. Department of Computer Science, School of Computing, Universidad de Jaén, Jaén, Spain

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  3. Rafael Alejandro Espin-Andrade

    1. Accounting and Administration Faculty, Centre of Innovation Management Research for Entrepreneurial and Regional Development (CIGIDER), Autonomous University of Coahuila, Coah, Mexico

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  4. Gilberto Rivera

    1. División Multidisciplinaria de Ciudad Universitaria, Universidad Autónoma de Ciudad Juárez, Chihuahua, Mexico

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  5. Jorge Marx Gómez

    1. Department of Computing Science, Business Information Systems/ VLBA, Carl von Ossietzky Universität Oldenburg, Oldenburg, Germany

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  • Presents solutions of Business Decision Making Problems using data and knowledge
  • Introduces soft computing theoretical approaches and applications for Business Analytics (BA)
  • Includes chapters with soft computing theoretical approaches development for BA, and soft computing BA applications to important business decision making problems

Part of the book series: Studies in Computational Intelligence (SCI, volume 953)

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Table of contents (23 chapters)

  1. Front Matter

    Pages i-ix
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  2. Decision and Prescriptive Analytics

    1. Front Matter

      Pages 1-1
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    2. Multi-criteria Method for Evaluating the Impact of Informal Trade on the Mariscal de Puyo Market

      • Luis Eduardo Álvarez Cortez, Cynthia Paulina Cisneros Zúñiga, Roberto Carlos Jiménez Martínez
      Pages 3-14

    3. Multicriteria Analysis for LPWAN Selection for Industry 4.0 Based on TOPSIS and a Model of Proportionality

      • Alberto Ochoa-Zezzatti, Roberto Contreras-Masse, José Mejía
      Pages 15-46

    4. Comprehensive Minimum Cost Models Based on Consensus Measures

      • Álvaro Labella, Hongbin Liu, Rosa M. Rodríguez, Luis Martínez
      Pages 47-60

    5. Strategies for the Development and Success of Women Entrepreneurs Through SWOT Analysis and Compensatory Fuzzy Logic

      • Magaly Oyervides Villarreal, Liliana Guerrero Ramos, Rafael Alejandro Espin-Andrade, Israel Sánchez López
      Pages 61-77

    6. Fuzzy Logic-Based Approaches in Supply Chain Risk Management: A Review

      • Alina Díaz-Curbelo, Ángel Manuel Gento Municio, Rafael Alejandro Espin-Andrade
      Pages 79-94

    7. Use of Fuzzy Logic in the Strategic Selection of Process Indicators

      • Israel Sánchez López, Rafael Alejandro Espin-Andrade, Liliana Guerrero Ramos, Magaly Oyervides Villarreal
      Pages 95-109

    8. Evaluating Intelligent Methods for Decision Making Support in Dermoscopy Based on Information Gain and Ensemble

      • Newton Spolaôr, Rui Fonseca-Pinto, Ana I. Mendes, Leandro A. Ensina, Weber S. R. Takaki, Antonio R. S. Parmezan et al.
      Pages 111-127

    9. Modeling Performance of NP-hard Problems by Applying Causal Analysis for the VisTHAA Tool

      • Claudia Gómez-Santillán, Juan Gerardo Ponce-Najera, Luis Rodolfo García-Nieto, Laura Cruz-Reyes, Nelson Rangel-Valdez, Héctor J. Fraire-Huacuja et al.
      Pages 129-153

    10. Fuzzy Logic to Measure the Legal and Socioeconomic Effect of the Debtors Declared in the Canton of Pastaza

      • Diego Vladimir Garcés Mayorga, Danilo Rafael Andrade Santamaría, Luis Rodrigo Miranda Chávez
      Pages 155-167

  3. Predictive Analytics

    1. Front Matter

      Pages 169-169
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    2. A Look at Artificial Intelligence on the Perspective of Application in the Modern Education

      • Ana Carolina Borges Monteiro, Reinaldo Padilha França, Rangel Arthur, Yuzo Iano
      Pages 171-189

    3. Knowledge Discovery by Compensatory Fuzzy Rough Predicates

      • Rafael Alejandro Espin-Andrade, Erick González, Rafael Bello, Witold Pedrycz
      Pages 191-211

    4. Nonparametric Tests for Comparing Forecasting Models

      • Dmitriy Klyushin
      Pages 213-229

    5. Using an Innovative Model Based on Deep Learning to Determine Reduction of Habitats Associated with Arboreal Birds in Mexico

      • Alberto Ochoa-Zezzatti, Alberto Hernandez, Luis Alatorre, Luis Bravo-Peña, María Torres-Olave, José Mejia
      Pages 231-244

    6. Method for Recommending Guardianship to Minors Based on Parental Responsibility Using a Fuzzy Cognitive Map

      • Hernán Patricio Castillo Villacrés, Mesías Elías Machado Maliza, Diego Fabricio Tixi Torres
      Pages 245-258

    7. Linguistic Mathematical Morphology w-operators in Fuzzy Color Space

      • Juan I. Pastore, Virginia L. Ballarin, Rafael Alejandro Espin-Andrade
      Pages 259-271

    8. Method for Treatment and Its Incidence in the Change of Social Rehabilitation Regime Using Compensatory Fuzzy Logic

      • José Rodolfo Calle Santander, Eduardo Luciano Hernández Ramos, Klever Aníbal Guamán Chach
      Pages 273-281

    9. A Proposal for Data Breach Detection in Organizations Based on User Behavior

      • René Palacios, Victor Morales-Rocha
      Pages 283-300
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Keywords

About this book

Corporate success has been changed by the importance of new developments in Business Analytics (BA) and furthermore by the support of computational intelligence- based techniques. This book opens a new avenues in these subjects, identifies key developments and opportunities. The book will be of interest for students, researchers and professionals to identify innovative ways delivered by Business Analytics based on computational intelligence solutions. They help elicit information, handle knowledge and support decision-making for more informed and reliable decisions even under high uncertainty environments.
Computational Intelligence for Business Analytics has collected the latest technological innovations in the field of BA to improve business models related to Group Decision-Making, Forecasting, Risk Management, Knowledge Discovery, Data Breach Detection, Social Well-Being, among other key topics related to this field.


Editors and Affiliations

  • Electrical and Computer Engineering, University of Alberta, Canada, Canada

    Witold Pedrycz

  • Department of Computer Science, School of Computing, Universidad de Jaén, Jaén, Spain

    Luis Martínez

  • Accounting and Administration Faculty, Centre of Innovation Management Research for Entrepreneurial and Regional Development (CIGIDER), Autonomous University of Coahuila, Coah, Mexico

    Rafael Alejandro Espin-Andrade

  • División Multidisciplinaria de Ciudad Universitaria, Universidad Autónoma de Ciudad Juárez, Chihuahua, Mexico

    Gilberto Rivera

  • Department of Computing Science, Business Information Systems/ VLBA, Carl von Ossietzky Universität Oldenburg, Oldenburg, Germany

    Jorge Marx Gómez

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