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Machine Learning for Criteria Weighting in GIS-Based Multi-Criteria Evaluation: A Case Study of Urban Suitability Analysis
15 references·0 citing·49 second hop
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(1956)Contemporary Developments in Mathematical Psychology (1976)The magical number seven, plus or minus two: Some limits on our capacity for processing information. (1994)Best-worst multi-criteria decision-making method (2014)Social Choice and Individual Values. 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Determinants of neighborhood satisfaction and neighborhood happiness in different contexts (2021)Fuzzy sets (1965)How to make a decision: The analytic hierarchy process (1990)Decision making with dependence and feedback : the analytic network process (1996)A New Decision-Making Approach Based on Fermatean Fuzzy Sets and WASPAS for Green Construction Supplier Evaluation (2020)A novel parsimonious spherical fuzzy analytic hierarchy process for sustainable urban transport solutions (2023)RANCOM: A novel approach to identifying criteria relevance based on inaccuracy expert judgments (2023)Intuitionistic fuzzy sets (1986)Fuzzy sets (1996)Comparative analysis of TOPSIS, VIKOR and COPRAS methods for the COVID-19 Regional Safety Assessment (2021)A Comprehensive and Systematic Review of Multi-Criteria Decision-Making (MCDM) Methods to Solve Decision-Making Problems: Two Decades from 2004 to 2024 (2025)Applications of artificial intelligence for disaster management (2020)Conceptual Framework of an Intelligent Decision Support System for Smart City Disaster Management (2020)The theory of planned behavior: Frequently asked questions (2020)Sustainability Model to Select Optimal Site Location for Temporary Housing Units: Combining GIS and the MIVES–Knapsack Model (2022)AI-Driven Risk Management and Sustainable Decision-Making: Role of Perceived Environmental Responsibility (2024)A cognitive approach to human–AI complementarity in dynamic decision-making (2025)Compromise solution by MCDM methods: A comparative analysis of VIKOR and TOPSIS (2003)A state-of the-art survey of TOPSIS applications (2012)
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References

  • 1977A scaling method for priorities in hierarchical structures10,389 cited
  • 1981Multiple Attribute Decision Making8,633 cited
  • 2006GIS‐based multicriteria decision analysis: a survey of the literature2,318 cited
  • 2020A review of fuzzy AHP methods for decision-making with subjective judgements1,085 cited
  • 2018Review of application of analytic hierarchy process (AHP) in construction732 cited
  • 2000On the Use of Weighted Linear Combination Method in GIS: Common and Best Practice Approaches622 cited
  • 2017Is compact city livable? The impact of compact versus sprawled neighbourhoods on neighbourhood satisfaction263 cited
  • 2021Toward an Integrated Disaster Management Approach: How Artificial Intelligence Can Boost Disaster Management250 cited
  • 1984The Analytic Hierarchy Process: Decision Making in Complex Environments188 cited
  • 2004A method for examining the spatial dimension of multi-criteria weight sensitivity117 cited
  • 2020Emerging trends and research frontiers in spatial multicriteria analysis104 cited
  • 2023GeoAI: Integration of Artificial Intelligence, Machine Learning, and Deep Learning with GIS59 cited
  • 2010An approach to GIS-based multiple criteria decision analysis that integrates exploration and evaluation phases: Case study in a forest-dominated landscape59 cited
  • 2020Addressing complex challenges in transformations and planning: A fuzzy spatial multicriteria analysis for identifying suitable locations for urban infrastructures

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  • 2023When Fairness Meets Consistency in AHP Pairwise Comparisons32 cited
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