Railways have always been one of the fastest and the most affordable means of transport for the common man in India. Due to various reasons like lack of infrastructure, the high rate of growth of Indian population, etc. the trains in India get delayed causing inconvenience to the general public. Moreover the festivals also cause overcrowding resulting in further delay. So the paper aims to analyze the real-time data collected from the Indian railways regional office and understand the predictors causing the delay. The paper also aims to predict if the train will delay using k-nearest neighbor, decision trees, logistic regression and random forest.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Application of Machine Learning Algorithms to Real-Time Indian Railways Data for Delay Prediction


    Weitere Titelangaben:

    Lect. Notes in Networks, Syst.


    Beteiligte:
    Shukla, Samiksha (Herausgeber:in) / Gao, Xiao-Zhi (Herausgeber:in) / Kureethara, Joseph Varghese (Herausgeber:in) / Mishra, Durgesh (Herausgeber:in) / Asha, V. (Autor:in) / Gupta, Heena (Autor:in)

    Erschienen in:

    Data Science and Security ; Kapitel : 31 ; 357-364


    Erscheinungsdatum :

    02.07.2022


    Format / Umfang :

    8 pages





    Medientyp :

    Aufsatz/Kapitel (Buch)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch




    Prediction of Train Delay System in Indian Railways Using Machine Learning Techniques: Survey

    Singh, Ajay / Kumar, D. Rajesh / Sharma, Rahul Kumar | Springer Verlag | 2022


    Deploying Machine Learning Algorithms for Predictive Maintenance of High-Value Assets of Indian Railways

    Saurav, Kumar / Avesh, Mohd / Sharma, Rakesh Chandmal et al. | Springer Verlag | 2023


    Indian railways

    Engineering Index Backfile | 1900


    Indian railways

    Leslie, Bradford | Engineering Index Backfile | 1915


    Indian Railways

    Rao, M. Anandha | SLUB | 1999