Customer Analysis Using Machine Learning-Based Classification …
Mar 16, 2023 · In this article, the authors analyzed the RFMT dimensions of the customers. Clustering analysis factors are considered from cluster 0 to cluster 10, using the elbow, …
Implementing Customer Segmentation Using Machine Learning …
Apr 25, 2025 · Customer segmentation simply means grouping your customers according to various characteristics (for example grouping customers by age). It’s a way for organizations …
Customer Segmentation with Machine Learning: Targeting the
Jun 19, 2024 · Customer segmentation helps target marketing campaigns by identifying the unique traits of different customer groups. This increases ROI and response rates. …
Application of machine learning in predicting consumer behavior …
May 6, 2025 · with the intensification of market competition and the complexity of consumer behavior, enterprises are faced with the challenge of how to accurately identify potential …
Classification of Customers Based on Classifications of their …
This study uses cutting-edge machine learning techniques, specifically classification algorithms, to assess and categorize customer data into distinct groups.
Easily Predict Customer Churn with AI & ML Classification
Nov 15, 2024 · In this step, we are going to use the Snowflake Machine Learning CLASSIFICATION function that enables analysts and data scientists to quickly classify certain …
Integrating generative AI and machine learning classifiers for …
May 5, 2025 · In 25 a machine learning model for predicting customer churn in the telecom sector using big data is discussed. It explores feature engineering and social network analysis (SNA) …
Solve Customer Segmentation Problem With Machine Learning
Feb 25, 2025 · Machine learning, a class of artificial intelligence, can investigate data sets of similar customers and interpret the most beneficial and most inadequate performing customer …
Classification of Customer Reviews Using Machine Learning Algorithms
May 6, 2021 · In this article, a new framework for categorizing and predicting customer sentiments was proposed. The customer reviews were collected from an international hotel. In the next …
Customer Segmentation: Unsupervised Machine Learning …
Jul 14, 2021 · Customer Segmentation is the process of dividing customers into groups based on common characteristics so companies can market to each group effectively and appropriately.