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Uniformly subsampled ensemble (USE) for churn management: Theory and implementation
13 references·5 citing·40 second hop
Uniformly subsampled ensemble (USE) for churn management: Theory and implementation (2012)Uniformly subsampled ensemble (USE) for c…Churn Prediction in Subscription Services: an Application of Support Vector Machines While Comparing Two Parameter-Selection Techniques (2008)Churn Prediction in Subscript…Churn prediction in subscription services: An application of support vector machines while comparing two parameter-selection techniques (2006)Churn prediction in subscript…Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters (2005)Bankruptcy prediction using s…Toward a successful CRM: variable selection, sampling, and ensemble (2004)Toward a successful CRM: vari…An application of support vector machines in bankruptcy prediction model (2004)An application of support vec…Conceptual modeling for ETL processes (2002)Conceptual modeling for ETL p…Evaluation of prediction models for marketing campaigns (2001)Evaluation of prediction mode…An overview of data warehousing and OLAP technology (1997)An overview of data warehousi…The Value of Purchase History Data in Target Marketing (1996)The Value of Purchase History…Stacked Regressions (1996)Stacked RegressionsPrincipal component analysis and exploratory factor analysis (1992)Principal component analysis …The Scree Test For The Number Of Factors (1966)The Scree Test For The Number…The Application of Electronic Computers to Factor Analysis (1960)The Application of Electronic…Boost customer churn prediction in the insurance industry using meta-heuristic models (2022)Boost customer churn predicti…Hybrid Features for Churn Prediction in Mobile Telecom Networks with Data Constraints (2020)Hybrid Features for Churn Pre…Churn prediction in Turkey's telecommunications sector: A proposed multiobjective–cost‐sensitive ant colony optimization (2019)Churn prediction in Turkey's …Optimizing Coverage of Churn Prediction in Telecommunication Industry (2017)Optimizing Coverage of Churn …Churn management optimization with controllable marketing variables and associated management costs (2012)Churn management optimization…A Logit Model of Brand Choice Calibrated on Scanner Data (1983)Customer Evaluations of Service Complaint Experiences: Implications for Relationship Marketing (1998)Switching barriers and repurchase intentions in services (2000)Customer churn prediction using improved balanced random forests (2008)Building comprehensible customer churn prediction models with advanced rule induction techniques (2010)Customer churn prediction in telecommunications (2011)THE DIMENSIONAL FACT MODEL: A CONCEPTUAL MODEL FOR DATA WAREHOUSES (1998)Data Cleaning: Problems and Current Approaches. (2000)A UML Based Approach for Modeling ETL Processes in Data Warehouses (2003)Fundamentals of Data Warehouses (2003)Research in data warehouse modeling and design (2006)A Survey of Extract–Transform–Load Technology (2009)"General Intelligence," Objectively Determined and Measured (1904)The Scientific Use of Factor Analysis in Behavioral and Life Sciences (1978)Tolerance of suicide, religion and suicide rates: an ecological and individual study in 19 Western countries (1997)Age differences in genetic and environmental influences on eating attitudes and behaviors in preadolescent and adolescent female twins. (2000)Routine use of mental health outcome assessments: choosing the measure (2005)Exploratory Data Mining and Data Cleaning (2003)Building a Data Warehouse (2008)An overview of business intelligence technology (2011)Financial Ratios As Predictors of Failure (1966)FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY (1968)Financial Ratios and the Probabilistic Prediction of Bankruptcy (1980)Using neural network ensembles for bankruptcy prediction and credit scoring (2007)Consumer credit-risk models via machine-learning algorithms (2010)Ensemble boosted trees with synthetic features generation in application to bankruptcy prediction (2016)A Rationale and Test for the Number of Factors in Factor Analysis (1965)The Eating Attitudes Test: psychometric features and clinical correlates (1982)Evaluating the use of exploratory factor analysis in psychological research. (1999)Best Practices for Developing and Validating Scales for Health, Social, and Behavioral Research: A Primer (2018)Conditional logit analysis of qualitative choice behavior (1972)A Probabilistic Choice Model for Market Segmentation and Elasticity Structure (1989)Measuring Market Power in the Ready-to-Eat Cereal Industry (1998)A Practitioner's Guide to Estimation of Random-Coefficients Logit Models of Demand (2000)Impact of Online Consumer Reviews on Sales: The Moderating Role of Product and Consumer Characteristics (2010)A boosted decision tree approach using Bayesian hyper-parameter optimization for credit scoring (2017)A Second Generation Little Jiffy (1970)Methods For Combining Experts' Probability Assessments (1995)COMBINING FORECASTING PROCEDURES: SOME THEORETICAL RESULTS (2004)The ensemble approach to forecasting: A review and synthesis (2021)
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References

  • 1966The Scree Test For The Number Of Factors13,549 cited
  • 1960The Application of Electronic Computers to Factor Analysis12,390 cited
  • 1997An overview of data warehousing and OLAP technology2,424 cited
  • 1996Stacked Regressions1,945 cited
  • 2005Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters872 cited
  • 2004An application of support vector machines in bankruptcy prediction model809 cited
  • 1996The Value of Purchase History Data in Target Marketing754 cited
  • 1992Principal component analysis and exploratory factor analysis570 cited
  • 2006Churn prediction in subscription services: An application of support vector machines while comparing two parameter-selection techniques432 cited
  • 2002Conceptual modeling for ETL processes389 cited
  • 2008Churn Prediction in Subscription Services: an Application of Support Vector Machines While Comparing Two Parameter-Selection Techniques123 cited
  • 2004Toward a successful CRM: variable selection, sampling, and ensemble102 cited
  • 2001Evaluation of prediction models for marketing campaigns37 cited

Cited by

  • 2022Boost customer churn prediction in the insurance industry using meta-heuristic models22 cited

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  • 2019Churn prediction in Turkey's telecommunications sector: A proposed multiobjective–cost‐sensitive ant colony optimization12 cited
  • 2012Churn management optimization with controllable marketing variables and associated management costs10 cited
  • 2020Hybrid Features for Churn Prediction in Mobile Telecom Networks with Data Constraints8 cited
  • 2017Optimizing Coverage of Churn Prediction in Telecommunication Industry8 cited