TAILIEUCHUNG - A hybrid unsupervised learning and multi-criteria decision making approach for performance evaluation of Indian banks

Efficient and stable performance of the banking system underpins sustainable growth of any economy. Of late, several economic reforms have been initiated in India for facilitating growth and withstanding dynamics of global economy. In this context, the current study compares the performance of the selected private and public sector banks in India on a five year time horizon in order to discern any changes in the performance over a period of time. First, the performance of the selected banks are examined in terms of management efficiency perspective using a MultiCriteria Decision Making (MCDM) technique such as Combinative Distance-based Assessment (CODAS) when an Entropy method is also employed for determining criteria weight. The study also applies k-Means Clustering for checking consistency of performance based ranking with asset management efficiency. Finally, the paper delves into the relationship between financial and market performance. The study has found consistent results and observed private sector banks perform better than the public sector. | A hybrid unsupervised learning and multi-criteria decision making approach for performance evaluation of Indian banks

• Ngân hàng - Tín dụng
• Multi criteria decision making
• Combinative distance based
• Indian banks
• Hybrid unsupervised learning
• Multi criteria decision making approach
• Analytic Hierarchy Process
• Environmental management
• Linear mixed integer optimization model
• Multicriteria decision making method
• Business decision making
• Nuclear engineering and technology
• An integrated multicriteria decision making approach
• Evaluating nuclear fuel cycle systems
• Long term sustainability on the basis of an equilibrium model
• Technique for order of preference by similarity to ideal solution
• preference ranking organization method for enrichment evaluation
• Multiattribute utility theory combined with analytic hierarchy process
• Multicriteria assessment
• Geographic information system
• Rice cultivation
• Bafra delta plain
• Coarser textured soils
• Management science
• Management science with spreadsheets
• Deterministic decision models
• Probabilistic decision models
• Multicriteria decision
• Making models
• Multicriteria decision making
• Sawing process
• Surface roughness
• Cutting phenomena
• Decision making
• Multi criteria analyses
• Fuzzy attribute description
• Business problems
• TOPSYS method
• Cooperative game
• VIKOR method
• Conflict resolution
• Compromise value
• Portfolio selection
• Behavioral optimization model
• Fuzzy multiple criteria decision making
• Analytical hierarchy process
• Financial quality score
• Wealth management banks
• Group decision making
• Data envelopment analysis
• Assurance region model
• Fuzzified Pugh Matrix
• Synthetic Extent Evaluation
• Trapezoidal fuzzy number
• Fuzzy analytic hierarchy process
• Journal of Earth Sciences
• Geothermal potential
• Geothermal energy
• GIS based multicriteria decision making analyzes
• Video recommendation system
• Complex topic learning
• Sustainable design approach
• Sustainable design
• Computational intelligence
• Information retrieval
• Fuzzy decision making
• Fuzzy AHP
• Consistency check
• Military application