Browsing by Author "Anand, Pritam"

Now showing items 1-5 of 5

    • Automated Handwritten Answer Sheet Evaluation System Using Deep Learning Methods 

      Ratanghayara, Khushali (Dhirubhai Ambani Institute of Information and Communication Technology, 2023)
      Automation has gained significant prominence in various technological domains,offering the potential to streamline processes and minimize human error. Eventhough it is believed that education and the process of teaching-learning ...

    • Development of Hybrid Models for Short Term Ocean Wave Height Forecasting 

      Jain, Shantanu (Dhirubhai Ambani Institute of Information and Communication Technology, 2022)
      The significant wave height prediction plays a very crucial role in wave power generation. Apart from this, the hourly efficient prediction of SWH can significantly help to improve the decisions in maritime and offshore ...

    • Feature Selection Methods in Twin Support Vector Machines 

      Dodiya, Ruchita (Dhirubhai Ambani Institute of Information and Communication Technology, 2023)
      For the development of a machine learning model both parameter tuning and feature selection are necessary . The model�s hyper parameters need to be tuned toachieve the best values because they have a significant impact on ...

    • Quantile Regression and Deep Learning Models for Air Quality Analysis and Prediction in Delhi City 

      Jha, Gaurav (Dhirubhai Ambani Institute of Information and Communication Technology, 2023)
      Quantile regression models have gained popularity among researchers these days.The mean regression model estimates the mean of yi given x. But in some applications,estimation of the quantiles of yi given x is not very ...

    • Uncertainty Modeling in Significant Wave Height Forecast 

      Savaliya, Harshkumar Mukeshbhai (Dhirubhai Ambani Institute of Information and Communication Technology, 2023)
      This thesis proposes different variants of LSTM models for point and probabilisticforecasting of significant wave height (SWH), a crucial component of wave energy.SWH forecasting is challenging due to ocean waves� complex ...