Now showing items 1-3 of 3

    • Real time location prediction with taxi - Gps data streams 

      Laha, Arnab Kumar; Putatunda, Sayan (Indian Institute of Management Ahmedabad, 2017-03-31)
      The prediction of the destination location at the time of pickup is an important problem with potential for substantial impact on the efficiency of a GPS enabled taxi service. While this problem has been explored earlier ...
    • Streaming data: New models and methods with applications in the transportation industry 

      Putatunda, Sayan (Indian Institute of Management Ahmedabad, 2017)
      Streaming data or data streams can be defined as an infinite and continuous inflow of data coming at a very high pace. Streaming Data comes with its set of challenges viz. one-time pass, infinite data, a very high speed ...
    • Travel time prediction for gps taxi data streams 

      Laha, Arnab Kumar; Putatunda, Sayan (Indian Institute of Management Ahmedabad, 2017-03-31)
      The analysis of data streams offers a great opportunity for development of new methodologies and applications in the area of Intelligent Transportation Systems. In this paper, we propose a new incremental learning approach ...