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AGC 2023 [electronic resource] : First Analytics Global Conference, AGC 2023, Kolkata, India, April 28-29, 2023, Proceedings / edited by Suparna Dhar, Sanjay Goswami, U. Dinesh Kumar, Indranil Bose, Rameshwar Dubey, Chandan Mazumdar.

Contributor(s): Dhar, Suparna [editor.] | Goswami, Sanjay [editor.] | Dinesh Kumar, U [editor.] | Bose, Indranil [editor.] | Dubey, Rameshwar [editor.] | Mazumdar, Chandan [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Communications in Computer and Information Science: 2008Publisher: Cham : Springer Nature Switzerland : Imprint: Springer, 2024Edition: 1st ed. 2024.Description: X, 183 p. 143 illus., 93 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783031508158.Subject(s): Artificial intelligence | Artificial intelligence -- Data processing | Machine learning | Artificial Intelligence | Data Science | Machine LearningAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 006.3 Online resources: Click here to access online
Contents:
Applications of Analytics in Business -- Efficiency and Benchmarking using DEA and Tessellation in Retail Stores -- A Machine Learning framework developed by leveraging the Topological Pattern Analysis of Bitcoin Addresses in Blockchain Network for Ransomware Identification -- A Taxonomy and Survey of Software Bill of Materials (SBOM) Generation Approaches -- Find Your Donor (FYD): An Algorithmic Approach Towards Empowering Lives & Innovating Healthcare -- Machine Learning, Deep Learning and Text Analytics -- Deep Learning-based Multiple Detection Techniques of Covid-19 Disease from Chest X-Ray Images using Advanced Image Processing Methods and Transfer Learning -- Classification Model to predict the Outcome of an IPL Match -- Knowledge Graph-based Evaluation Metric for Conversational AI Systems: A step towards Quantifying Semantic Textual Similarity -- Are we nearing Singularity? A study of language capabilities of ChatGPT -- THRESHOLDING TECHNIQUES COMPARSION ON GRAYSCALE IMAGE SEGMENTATION -- Automated Pneumonia Diagnosis from Chest X-rays using Deep Learning Techniques -- Detecting Emotional Impact on Young Minds based on Web Page text Classification using Data Analytics and Machine Learning.
In: Springer Nature eBookSummary: 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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Applications of Analytics in Business -- Efficiency and Benchmarking using DEA and Tessellation in Retail Stores -- A Machine Learning framework developed by leveraging the Topological Pattern Analysis of Bitcoin Addresses in Blockchain Network for Ransomware Identification -- A Taxonomy and Survey of Software Bill of Materials (SBOM) Generation Approaches -- Find Your Donor (FYD): An Algorithmic Approach Towards Empowering Lives & Innovating Healthcare -- Machine Learning, Deep Learning and Text Analytics -- Deep Learning-based Multiple Detection Techniques of Covid-19 Disease from Chest X-Ray Images using Advanced Image Processing Methods and Transfer Learning -- Classification Model to predict the Outcome of an IPL Match -- Knowledge Graph-based Evaluation Metric for Conversational AI Systems: A step towards Quantifying Semantic Textual Similarity -- Are we nearing Singularity? A study of language capabilities of ChatGPT -- THRESHOLDING TECHNIQUES COMPARSION ON GRAYSCALE IMAGE SEGMENTATION -- Automated Pneumonia Diagnosis from Chest X-rays using Deep Learning Techniques -- Detecting Emotional Impact on Young Minds based on Web Page text Classification using Data Analytics and Machine Learning.

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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