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Comparing econometric and machine learning models to fare evasion prediction
16 references·0 citing·46 second hop
Comparing econometric and machine learning models to fare evasion prediction (2025)Comparing econometric and machine learnin…Machine Learning: Algorithms, Real-World Applications and Research Directions (2021)Machine Learning: Algorithms,…Fare evasion in public transport systems: a review of the literature (2020)Fare evasion in public transp…Moving Towards a More Accurate Level of Inspection Against Fare Evasion in Proof-of-Payment Transit Systems (2019)Moving Towards a More Accurat…Identification of the determinants of fare evasion (2017)Identification of the determi…Fare evasion in public transport: A time series approach (2017)Fare evasion in public transp…Data Science (2017)Data ScienceCheating in the Lab Predicts Fraud in the Field: An Experiment in Public Transportation (2017)Cheating in the Lab Predicts …Cluster analysis of fare evasion behaviours in Melbourne, Australia (2016)Cluster analysis of fare evas…An empirical model for the psychology of deliberate and unintentional fare evasion (2016)An empirical model for the ps…What is behind fare evasion in urban bus systems? An econometric approach (2015)What is behind fare evasion i…What are the determinants in making people free riders in proof-of-payment transit systems? Evidence from Italy (2015)What are the determinants in …Optimal choices of fare collection systems for public transportations: Barrier versus barrier-free (2014)Optimal choices of fare colle…Fare evasion in proof-of-payment transit systems: Deriving the optimum inspection level (2014)Fare evasion in proof-of-paym…Unethical behavior in the field: Demographic characteristics and beliefs of the cheater (2013)Unethical behavior in the fie…Uncovering San Francisco, California, Muni's Proof-of-Payment Patterns to Help Reduce Fare Evasion (2011)Uncovering San Francisco, Cal…Measuring and Controlling Subway Fare Evasion (2011)Measuring and Controlling Sub…The Death and Life of Great American Cities (1962)BROKEN WINDOWS: THE POLICE AND NEIGHBOURHOOD SAFETY (1982)Turnaround: how America's top cop reversed the crime epidemic (1998)Public transport travel time perception: Effects of socioeconomic characteristics, trip characteristics and facility usage (2018)Crafting messages to fight dishonesty: A field investigation of the effects of social norms and watching eye cues on fare evasion (2019)Deception: The Role of Consequences (2005)Cheating Ourselves: The Economics of Tax Evasion (2007)The Dishonesty of Honest People: A Theory of Self-Concept Maintenance (2008)Temptation and cheating behavior: Experimental evidence (2018)Why (field) experiments on unethical behavior are important: Comparing stated and revealed behavior (2018)Do children cheat to be honored? 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References

  • 2021Machine Learning: Algorithms, Real-World Applications and Research Directions5,577 cited
  • 2017Data Science407 cited
  • 2017Cheating in the Lab Predicts Fraud in the Field: An Experiment in Public Transportation212 cited
  • 2013Unethical behavior in the field: Demographic characteristics and beliefs of the cheater103 cited
  • 2020Fare evasion in public transport systems: a review of the literature84 cited
  • 2011Measuring and Controlling Subway Fare Evasion72 cited
  • 2014Fare evasion in proof-of-payment transit systems: Deriving the optimum inspection level59 cited
  • 2015What is behind fare evasion in urban bus systems? An econometric approach54 cited
  • 2016An empirical model for the psychology of deliberate and unintentional fare evasion45 cited
  • 2011Uncovering San Francisco, California, Muni's Proof-of-Payment Patterns to Help Reduce Fare Evasion43 cited
  • 2015What are the determinants in making people free riders in proof-of-payment transit systems? Evidence from Italy41 cited
  • 2017Fare evasion in public transport: A time series approach40 cited
  • 2016Cluster analysis of fare evasion behaviours in Melbourne, Australia40 cited
  • 2019Moving Towards a More Accurate Level of Inspection Against Fare Evasion in Proof-of-Payment Transit Systems36 cited

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  • 2014Optimal choices of fare collection systems for public transportations: Barrier versus barrier-free35 cited
  • 2017Identification of the determinants of fare evasion34 cited
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