Description

Book Synopsis

Part I: Smart Marketing.- Chapter 1. Mobile Banking Potential Monthly Active Customer Mining: Automated Machine Learning Techniques.- Chapter 2. Retail Potential High-value Customer Identification: Graph Neural Network Technology.- Chapter 3. Accurate Recommendation for Banking: Recommender System.- Chapter 4. Assessing the Value of Bank Online Marketing Posts: Reinforcement Learning Techniques.- Chapter 5: Modeling Binary Causal Effects of Related Repayments: Causal Inference Techniques.- Part II: Intelligent Risk Control.- Chapter 6. Telecom Fraud Money Laundering Account Recognition Case: Multiple Machine Learning Techniques.- Chapter 7. Developing a Dialectal Speech Phone Collection Bimodal Robot from Scratch: Intelligent Voice Q&A Technology.- Chapter 8. Chattel Collateral Warehouse Visual Monitoring Project: Image Understanding Technology.- Chapter 9. Personal Loan Delinquency Prediction Project: Bayesian Network Techniques.- Part III: Intelligent Operation.- Chapter 10. Enterprise WeChat Private Traffic Customer Cold Start Program: Automated Control Technology.- Chapter 11 Intelligent Inspection Robot for Commercial Bank Data Centers: Computer Vision Technology.

AI in Banking

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    A Hardback by Liyu Shao

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      View other formats and editions of AI in Banking by Liyu Shao

      Publisher: Springer
      Publication Date: 30/04/2025
      ISBN13: 9789819638369, 978-9819638369
      ISBN10:
      Also in:
      Machine learning

      Description

      Book Synopsis

      Part I: Smart Marketing.- Chapter 1. Mobile Banking Potential Monthly Active Customer Mining: Automated Machine Learning Techniques.- Chapter 2. Retail Potential High-value Customer Identification: Graph Neural Network Technology.- Chapter 3. Accurate Recommendation for Banking: Recommender System.- Chapter 4. Assessing the Value of Bank Online Marketing Posts: Reinforcement Learning Techniques.- Chapter 5: Modeling Binary Causal Effects of Related Repayments: Causal Inference Techniques.- Part II: Intelligent Risk Control.- Chapter 6. Telecom Fraud Money Laundering Account Recognition Case: Multiple Machine Learning Techniques.- Chapter 7. Developing a Dialectal Speech Phone Collection Bimodal Robot from Scratch: Intelligent Voice Q&A Technology.- Chapter 8. Chattel Collateral Warehouse Visual Monitoring Project: Image Understanding Technology.- Chapter 9. Personal Loan Delinquency Prediction Project: Bayesian Network Techniques.- Part III: Intelligent Operation.- Chapter 10. Enterprise WeChat Private Traffic Customer Cold Start Program: Automated Control Technology.- Chapter 11 Intelligent Inspection Robot for Commercial Bank Data Centers: Computer Vision Technology.

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