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A literature review of Artificial Intelligence applications in railway systems
16 references·0 citing·39 second hop
A literature review of Artificial Intelligence applications in railway systems (2022)A literature review of Artificial Intelli…DeepPF: A deep learning based architecture for metro passenger flow prediction (2019)DeepPF: A deep learning based…A Framework for Airfare Price Prediction: A Machine Learning Approach (2019)A Framework for Airfare Price…Track circuit fault prediction method based on grey theory and expert system (2018)Track circuit fault predictio…Fuzzy rule-based Fine–Kinney risk assessment approach for rail transportation systems (2018)Fuzzy rule-based Fine–Kinney …A Scalable Reinforcement Learning Algorithm for Scheduling Railway Lines (2018)A Scalable Reinforcement Lear…A risk assessment based optimization method for route selection of hazardous liquid railway network (2018)A risk assessment based optim…2018 IEEE International Conference on Big Data (Big Data) (2018)2018 IEEE International Confe…Research and development of automatic train operation for railway transportation systems: A survey (2017)Research and development of a…2015 IEEE International Conference on Big Data (Big Data) (2015)2015 IEEE International Confe…Intelligent Train Operation Algorithms for Subway by Expert System and Reinforcement Learning (2014)Intelligent Train Operation A…Big data challenges in railway engineering (2014)Big data challenges in railwa…Big data and its technical challenges (2014)Big data and its technical ch…Trustworthiness Evaluation of Multi-sensor Situation Recognition in Transit Surveillance Scenarios (2013)Trustworthiness Evaluation of…Emergency railway wagon scheduling by hybrid biogeography-based optimization (2013)Emergency railway wagon sched…A fuzzy reasoning and fuzzy-analytical hierarchy process based approach to the process of railway risk information: A railway risk management system (2011)A fuzzy reasoning and fuzzy-a…Efficient Circulation of Railway Rolling Stock (2006)Efficient Circulation of Rail…Multicriteria Evaluation of High-speed Rail, Transrapid Maglev and Air Passenger Transport in Europe (2003)Energy-efficient metro train rescheduling with uncertain time-variant passenger demands: An approximate dynamic programming approach (2016)Dynamic passenger demand oriented metro train scheduling with energy-efficiency and waiting time minimization: Mixed-integer linear programming approaches (2017)Understanding individual human mobility patterns (2008)Big data: The next frontier for innovation, competition, and productivity (2011)The Filter Bubble: What the Internet Is Hiding from You (2011)Big Data and cloud computing: innovation opportunities and challenges (2016)Debating big data: A literature review on realizing value from big data (2017)Machine Learning With Big Data: Challenges and Approaches (2017)A fuzzy extension of Saaty's priority theory (1983)The Analytic Hierarchy Process (1985)How to make a decision: The analytic hierarchy process (1990)Fuzzy multiple criteria decision-making techniques and applications – Two decades review from 1994 to 2014 (2015)Fuzzy FMEA application to improve decision-making process in an emergency department (2016)A review of occupational health and safety risk assessment approaches based on multi-criteria decision-making methods and their fuzzy versions (2018)A Benders Decomposition Approach for the Locomotive and Car Assignment Problem (2000)A Survey of Optimization Models for Train Routing and Scheduling (1998)The evolution, challenges, and future of knowledge representation in product design systems (2012)An overview of recovery models and algorithms for real-time railway rescheduling (2014)Fuzzy sets (1965)Fuzzy sets (1996)Risk analysis and assessment methodologies in the work sites: On a review, classification and comparative study of the scientific literature of the period 2000–2009 (2011)A fuzzy Fine-Kinney-based risk evaluation approach with extended MULTIMOORA method based on Choquet integral (2018)AHP–TOPSIS integration extended with Pythagorean fuzzy sets for information security risk analysis (2018)Developing a Holistic Occupational Health and Safety risk assessment model: An application to a case of sustainable construction project (2021)A fast heuristic for the train scheduling problem (1994)Heuristic Techniques for Single Line Train Scheduling (1997)Forecasting with artificial neural networks: (1998)Traffic Flow Prediction With Big Data: A Deep Learning Approach (2014)Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction (2017)Urban flow prediction from spatiotemporal data using machine learning: A survey (2020)A Review of Traffic Congestion Prediction Using Artificial Intelligence (2021)Graph Neural Networks for Intelligent Transportation Systems: A Survey (2023)Mobile phone location data for disasters: A review from natural hazards and epidemics (2022)Explainable artificial intelligence for digital finance and consumption upgrading (2023)Speech emotion recognition approaches: A systematic review (2023)Can social media distort price discovery? Evidence from merger rumors (2020)The smart circular economy: A digital-enabled circular strategies framework for manufacturing companies (2020)The use of multi-criteria decision-making methods in business analytics: A comprehensive literature review (2021)
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References

  • 2014Big data and its technical challenges1,066 cited
  • 20182018 IEEE International Conference on Big Data (Big Data)478 cited
  • 2019DeepPF: A deep learning based architecture for metro passenger flow prediction431 cited
  • 2017Research and development of automatic train operation for railway transportation systems: A survey387 cited
  • 2014Intelligent Train Operation Algorithms for Subway by Expert System and Reinforcement Learning200 cited
  • 20152015 IEEE International Conference on Big Data (Big Data)175 cited
  • 2006Efficient Circulation of Railway Rolling Stock155 cited
  • 2018A Scalable Reinforcement Learning Algorithm for Scheduling Railway Lines151 cited
  • 2011A fuzzy reasoning and fuzzy-analytical hierarchy process based approach to the process of railway risk information: A railway risk management system139 cited
  • 2018Fuzzy rule-based Fine–Kinney risk assessment approach for rail transportation systems86 cited
  • 2013Emergency railway wagon scheduling by hybrid biogeography-based optimization73 cited
  • 2018Track circuit fault prediction method based on grey theory and expert system55 cited
  • 2019A Framework for Airfare Price Prediction: A Machine Learning Approach50 cited
  • 2014Big data challenges in railway engineering48 cited

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  • 2018A risk assessment based optimization method for route selection of hazardous liquid railway network45 cited
  • 2013Trustworthiness Evaluation of Multi-sensor Situation Recognition in Transit Surveillance Scenarios13 cited
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