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  1. No Access

    Article

    Online Geometric Covering and Piercing

    We consider the online version of the piercing set problem, where geometric objects arrive one by one, and the online algorithm must maintain a valid piercing set for the already arrived objects by making irre...

    Minati De, Saksham Jain, Sarat Varma Kallepalli, Satyam Singh in Algorithmica (2024)

  2. No Access

    Article

    Synthetic data augmentation for surface defect detection and classification using deep learning

    Deep learning techniques, especially Convolutional Neural Networks (CNN), dominate the benchmarks for most computer vision tasks. These state-of-the-art results are typically obtained through supervised learni...

    Saksham Jain, Gautam Seth, Arpit Paruthi… in Journal of Intelligent Manufacturing (2022)

  3. No Access

    Chapter and Conference Paper

    COVID Detection Using Chest X-Ray and Transfer Learning

    As per World Health Organization, COVID-19 is causing even the most important health systems across the countries under considerable strain. The advanced recognition of COVID 19 will result into decreasing the...

    Saksham Jain, Nidhi Sindhwani, Rohit Anand… in Intelligent Systems Design and Applications (2022)

  4. No Access

    Chapter and Conference Paper

    Comparative Study of Machine Learning Algorithms for Social Media Text Analysis

    This paper highlights the way different machine learning algorithms are used in analyzing social media text. This is the internet age. People make use of online forums, blogs posts, tweets etc. to communicate...

    Nidhi Malik, Saksham Jain in Data Science and Analytics (2020)

  5. No Access

    Chapter and Conference Paper

    Prediction of PhotoVoltaic Power Generation Using Monte Carlo Simulation

    In this paper, Monte Carlo simulation models have been used to forecast the expected amount of energy production from photovoltaic panels. Two MC models have been proposed with traditional Monte Carlo method a...

    Gautam Seth, K. Abhay Prithvi, Arpit Paruthi… in Data and Communication Networks (2019)

  6. No Access

    Chapter and Conference Paper

    Neural Networks for Mobile Data Usage Prediction in Singapore

    Pricing strategy is driven by prediction. Forecasting using neural networks has indicated the rise in use of artificial intelligence. The manuscript presents the prediction of mobile data usage with the use of...

    Saksham Jain, Shreya Agrawal, Arpit Paruthi… in International Conference on Innovative Com… (2019)

  7. No Access

    Chapter and Conference Paper

    Robust Detection of Iris Region Using an Adapted SSD Framework

    Accurate detection of the iris is a crucial step in several biometric tasks, such as iris recognition and spoofing detection, among others. In this paper, we consider the detection task to be the delineation o...

    Saksham Jain, Indu Sreedevi in Computer Vision Applications (2019)