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AGC 2023

First Analytics Global Conference, AGC 2023, Kolkata, India, April 28–29, 2023, Proceedings

  • Conference proceedings
  • © 2024

Overview

Editors:
  1. Suparna Dhar

    1. NSHM Institute of Computing & Analytics, NSHM Knowledge Campus Kolkata, Kolkata, India

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  2. Sanjay Goswami

    1. NSHM Knowledge Campus, Kolkata, India

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  3. U. Dinesh Kumar

    1. Indian Institute of Management Bangalore, Bengaluru, India

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  4. Indranil Bose

    1. Indian Institute of Management Ahmedabad, Ahmedabad, India

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  5. Rameshwar Dubey

    1. Liverpool Business School, Liverpool John Moores University, Liverpool, UK

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  6. Chandan Mazumdar

    1. Department of Computer Science and Engineering, Jadavpur University, Kolkata, India

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 2008)

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Conference proceedings info: AGC 2023.

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About this book

This book constitutes the refereed proceedings of the 1st  Analytics Global Conference, AGC 2023, held in Kolkata, India, in April  2023. The AGC conference sought to facilitate industry-academia interfacing in the domain of machine learning and artificial intelligence.

The 11 full papers presented in these proceedings were carefully reviewed and selected from 36 submissions. The papers are organized in the two topical sections: Applications of Analytics in Business and Machine Learning & Deep Learning and Text Analytics.

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Table of contents (11 papers)

  1. Front Matter

    Pages i-x
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  2. Applications of Analytics in Business

    1. Front Matter

      Pages 1-1
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    2. Efficiency and Benchmarking Using DEA and Tessellation in Retail Stores

      • Soma Banerjee, Riddhiman Syed, Ayan Chakraborty, Gautam Banerjee, Abhishek Banerjee
      Pages 3-22

    3. A Machine Learning Framework Developed by Leveraging the Topological Pattern Analysis of Bitcoin Addresses in Blockchain Network for Ransomware Identification

      • Dipayan Chakraborty, Sangita Mazumder, Ashutosh Kar
      Pages 23-39

    4. A Taxonomy and Survey of Software Bill of Materials (SBOM) Generation Approaches

      • Vandana Verma Sehgal, P. S. Ambili
      Pages 40-51

    5. Find Your Donor (FYD): An Algorithmic Approach Towards Empowering Lives and Innovating Healthcare

      • Tamoleen Ray
      Pages 52-61

  3. Machine Learning, Deep Learning and Text Analytics

    1. Front Matter

      Pages 63-63
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    2. Deep Learning-Based Multiple Detection Techniques of Covid-19 Disease From Chest X-Ray Images Using Advanced Image Processing Methods and Transfer Learning

      • Arif Hussain, Rohini Basak, Sourav Mandal
      Pages 65-82

    3. Classification Model to Predict the Outcome of an IPL Match

      • Poulomi Paul, Pratyay Ranjan Datta, Ashutosh Kar
      Pages 83-111

    4. Knowledge Graph-Based Evaluation Metric for Conversational AI Systems: A Step Towards Quantifying Semantic Textual Similarity

      • Rajat Gaur, Ankit Dwivedi
      Pages 112-124

    5. Are We Nearing Singularity? A Study of Language Capabilities of ChatGPT

      • Suparna Dhar, Indranil Bose
      Pages 125-135

    6. Thresholding Techniques Comparsion on Grayscale Image Segmentation

      • Vinay Kumar Nassa, Ganesh S. Wedpathak
      Pages 136-146

    7. Automated Pneumonia Diagnosis from Chest X-rays Using Deep Learning Techniques

      • Pratyay Ranjan Datta, Moumita Roy
      Pages 147-169

    8. Detecting Emotional Impact on Young Minds Based on Web Page Text Classification Using Data Analytics and Machine Learning

      • Arjama Dutta, Tuhin Kumar Mondal, Shakshi Singh, Saikat Dutta
      Pages 170-181

  4. Back Matter

    Pages 183-183
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Other volumes

  1. AGC 2023

Editors and Affiliations

  • NSHM Institute of Computing & Analytics, NSHM Knowledge Campus Kolkata, Kolkata, India

    Suparna Dhar

  • NSHM Knowledge Campus, Kolkata, India

    Sanjay Goswami

  • Indian Institute of Management Bangalore, Bengaluru, India

    U. Dinesh Kumar

  • Indian Institute of Management Ahmedabad, Ahmedabad, India

    Indranil Bose

  • Liverpool Business School, Liverpool John Moores University, Liverpool, UK

    Rameshwar Dubey

  • Department of Computer Science and Engineering, Jadavpur University, Kolkata, India

    Chandan Mazumdar

Bibliographic Information

  • Book Title: AGC 2023

  • Book Subtitle: First Analytics Global Conference, AGC 2023, Kolkata, India, April 28–29, 2023, Proceedings

  • Editors: Suparna Dhar, Sanjay Goswami, U. Dinesh Kumar, Indranil Bose, Rameshwar Dubey, Chandan Mazumdar

  • Series Title: Communications in Computer and Information Science

  • DOI: https://doi.org/10.1007/978-3-031-50815-8

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2024

  • Softcover ISBN: 978-3-031-50814-1Published: 04 January 2024

  • eBook ISBN: 978-3-031-50815-8Published: 03 January 2024

  • Series ISSN: 1865-0929

  • Series E-ISSN: 1865-0937

  • Edition Number: 1

  • Number of Pages: X, 183

  • Number of Illustrations: 50 b/w illustrations, 93 illustrations in colour

  • Topics: Artificial Intelligence, Data Structures and Information Theory, Machine Learning

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