Browsing Thesis and Dissertations by Author "Soman, Chetan"

Now showing items 1-7 of 7

    • Change point, prediction and classification with functional data 

      Rathi, Poonam (Indian Institute of Management Ahmedabad, 2018)
      Functional data consists of a collection of curves (or functions) defined on a finite subset of some interval. In this dissertation, we discuss change point, prediction and classification problems with functional data. ...

    • Customized forecasting and change point detection with temporal data 

      Waychal, Nachiketas Gajanan (Indian Institute of Management Ahmedabad, 2024)
      Forecasting temporal data is vital in diverse managerial applications. Depending on the application, data can come in different forms, such as real-valued time series, multidimensional time series, functional (infinite ...

    • Essays on online hyperlocal food service marketplaces 

      Didugu, Kavitha Chetana (Indian Institute of Management Ahmedabad, 2018)
      Owing to the e-commerce revolution, food service business is shifting from being the traditional brick-and-mortar dine-in restaurant to being an online food ordering business. Although the online food service delivery ...

    • Essays on revenue management 

      Karmarkar, Sandeep (2010)
      Revenue Management (RM) is the process of understanding, anticipating and reacting to consumer behavior in order to maximize expected future revenue from a perishable resource. The challenge here is to sell the right product ...

    • Essays on the Newsboy Problem 

      Khanra, Avijit (Indian Institute of Management, Ahmedabad, 2015)
      The newsboy problem is about minimizing the penalty associated with demand-supply mismatch of an item with uncertain demand by suitably deciding the stocking quantity. Newsboy problem arises in a variety of situations ...

    • Real-time analytics for intelligent systems 

      Verma, Shikha (Indian Institute of Management Ahmedabad, 2021-11-17)
      Data streams are defined as a sequence of observations arriving continuously at a fast pace. They pose unique computational challenges viz: Single-pass at incoming observations, huge storage requirements, and accounting ...

    • 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 ...