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Unveiling Customer Segmentation Patterns in Credit Card Data using K-Means Clustering: A Machine Learning Approach
8 references·0 citing·38 second hop
Unveiling Customer Segmentation Patterns in Credit Card Data using K-Means Clustering: A Machine Learning Approach (2023)Unveiling Customer Segmentation Patterns …Mall Customer Segmentation Engine Through Clustering Analysis (2023)Mall Customer Segmentation En…Interpretable machine learning-based approach for customer segmentation for new product development from online product reviews (2023)Interpretable machine learnin…Mall Customer Segmentation Using Machine Learning (2022)Mall Customer Segmentation Us…Customer Lifetime Value Prediction with K-means Clustering and XGBoost (2022)Customer Lifetime Value Predi…Deep customer segmentation with applications to a Vietnamese supermarkets’ data (2021)Deep customer segmentation wi…Determination of Customer Satisfaction using Improved K-means algorithm (2020)Determination of Customer Sat…Customer Segmentation using K-means Clustering (2018)Customer Segmentation using K…Customer segmentation model based on value generation for marketing strategies formulation (2014)Customer segmentation model b…Driving Customer Equity: How Customer Lifetime Value Is Reshaping Corporate Strategy (2000)Diagnosing Customer Value: Integrating the Value Process and Relationship Marketing (2001)A Customer Lifetime Value Framework for Customer Selection and Resource Allocation Strategy (2004)STRATEGY OF SUSTAINABLE COMPETITIVENESS: METHODOLOGY OF REAL-TIME CUS¬TOMERS’ SEGMENTATION FOR RETAIL SHOPS (2016)A Novel Parallel Biclustering Approach and Its Application to Identify and Segment Highly Profitable Telecom Customers (2019)Estimating travellers’ value when purchasing auxiliary services in the airline industry based on the RFM model (2023)Exploring internal stickiness: Impediments to the transfer of best practice within the firm (1996)The Crm Handbook: A Business Guide to Customer Relationship Management (2001)RFM ranking – An effective approach to customer segmentation (2018)A Hybrid Method for Customer Segmentation in Saudi Arabia Restaurants Using Clustering, Neural Networks and Optimization Learning Techniques (2022)Behavior Analysis Using Enhanced Fuzzy Clustering and Deep Learning (2022)Two-dimensional analysis of customer behavior in traditional and electronic banking (2022)Data mining for the online retail industry: A case study of RFM model-based customer segmentation using data mining (2012)Defining architecture components of the Big Data Ecosystem (2014)Customer relationship management and big data enabled: Personalization & customization of services (2018)Analysis of Unsupervised Machine Learning Techniques for an Efficient Customer Segmentation using Clustering Ensemble and Spectral Clustering (2022)Network-based exploratory data analysis and explainable three-stage deep clustering for financial customer profiling (2023)Customer segmentation in the digital marketing using a Q-learning based differential evolution algorithm integrated with K-means clustering (2025)The role of image in the attraction of the out-of-town centre (1992)Sources of customer satisfaction with shopping malls: A comparative study of different customer segments (2006)Enhancing Customer Segmentation Through Factor Analysis of Mixed Data (FAMD)-Based Approach Using K-Means and Hierarchical Clustering Algorithms (2025)Enhancing Segmentation: A Comparative Study of Clustering Methods (2025)Attractive Quality and Must-Be Quality (1984)Turn customer input into innovation. (2002)The asymmetric relationship between attribute-level performance and overall customer satisfaction: a reconsideration of the importance–performance analysis (2003)How can algorithms help in segmenting users and customers? A systematic review and research agenda for algorithmic customer segmentation (2023)Determining directions of service quality management using online review mining with interpretable machine learning (2024)Predictive analytics in customer behavior: Anticipating trends and preferences (2024)Strategic database marketing (1994)Modeling customer relationships as Markov chains (2000)Modeling Customer Lifetime Value (2006)Predictive Modeling for Real-Time Customer Lifetime Value (2024)Forecasting the frequency of changes in quoted foreign exchange prices with the autoregressive conditional duration model (1997)Customer portfolio management (CPM) for improved customer relationship management (CRM): Are your customers platinum, gold, silver, or bronze? (2016)Review on Customer Segmentation Technique on Ecommerce (2016)An Exploration of Clustering Algorithms for Customer Segmentation in the UK Retail Market (2023)Forecasting in financial accounting with artificial intelligence – A systematic literature review and future research agenda (2023)Deep Learning in Finance: A Survey of Applications and Techniques (2024)
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References

  • 2018Customer Segmentation using K-means Clustering186 cited
  • 2023Interpretable machine learning-based approach for customer segmentation for new product development from online product reviews114 cited
  • 2014Customer segmentation model based on value generation for marketing strategies formulation35 cited
  • 2020Determination of Customer Satisfaction using Improved K-means algorithm35 cited
  • 2022Mall Customer Segmentation Using Machine Learning29 cited
  • 2021Deep customer segmentation with applications to a Vietnamese supermarkets’ data29 cited
  • 2022Customer Lifetime Value Prediction with K-means Clustering and XGBoost10 cited
  • 2023Mall Customer Segmentation Engine Through Clustering Analysis6 cited

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