LEADER 03974nam 22006615 450 001 9910799239503321 005 20251024093554.0 010 $a3-031-50815-7 024 7 $a10.1007/978-3-031-50815-8 035 $a(CKB)29526791200041 035 $a(DE-He213)978-3-031-50815-8 035 $a(MiAaPQ)EBC31093990 035 $a(Au-PeEL)EBL31093990 035 $a(EXLCZ)9929526791200041 100 $a20240103d2024 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aAGC 2023 $eFirst Analytics Global Conference, AGC 2023, Kolkata, India, April 28?29, 2023, Proceedings /$fedited by Suparna Dhar, Sanjay Goswami, U. Dinesh Kumar, Indranil Bose, Rameshwar Dubey, Chandan Mazumdar 205 $a1st ed. 2024. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2024. 215 $a1 online resource (X, 183 p. 143 illus., 93 illus. in color.) 225 1 $aCommunications in Computer and Information Science,$x1865-0937 ;$v2008 311 08$a9783031508141 327 $aApplications 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. 330 $aThis book constitutes the refereed proceedings of the 1st Analytics Global Conference, AGC 2023, held in Kolkata, India, in April 2023. The AGC conference sought to facilitate industry-academia interfacing in the domain of machine learning and artificial intelligence. The 11 full papers presented in these proceedings were carefully reviewed and selected from 36 submissions. The papers are organized in the two topical sections: Applications of Analytics in Business and Machine Learning & Deep Learning and Text Analytics. 410 0$aCommunications in Computer and Information Science,$x1865-0937 ;$v2008 606 $aArtificial intelligence 606 $aArtificial intelligence$xData processing 606 $aMachine learning 606 $aArtificial Intelligence 606 $aData Science 606 $aMachine Learning 606 $aIntel·ligència artificial$2thub 606 $aProcessament de dades$2thub 606 $aAprenentatge automàtic$2thub 608 $aCongressos$2thub 608 $aLlibres electrònics$2thub 615 0$aArtificial intelligence. 615 0$aArtificial intelligence$xData processing. 615 0$aMachine learning. 615 14$aArtificial Intelligence. 615 24$aData Science. 615 24$aMachine Learning. 615 7$aIntel·ligència artificial 615 7$aProcessament de dades 615 7$aAprenentatge automàtic 676 $a060 702 $aDhar$b Suparna 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910799239503321 996 $aAGC 2023$93877534 997 $aUNINA