05411nam a22006015i 4500 978-3-031-74701-4 DE-He213 20251030114911.0 cr nn 008mamaa 241231s2024 sz | s |||| 0|eng d 9783031747014 978-3-031-74701-4 10.1007/978-3-031-74701-4 doi Q342 UYQ bicssc COM004000 bisacsh UYQ thema Intelligent Computing and Big Data Analytics [electronic resource] : First International Conference, ICICBDA 2024, Navi Mumbai, India, June 15–16, 2024, Proceedings, Part-II / edited by Mukesh Patil, Vishwesh Vyawahare, Gajanan Birajdar. 1st ed. 2024. Cham : Springer Nature Switzerland : Imprint: Springer, 2024. XIII, 355 p. 183 illus., 132 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Communications in Computer and Information Science, 1865-0937 ; 2235 -- Signal Quality Assurance of ECG Signals for Automated Signal Processing Techniques. -- Supplier Selection Analytics and Visualization using IBM Cognos: an Important Step in Procurement Decision Making and Supply Chain Finance Management. -- Enhancing Plant Species Recognition: A Multi-attribute Deep Learning Approach. -- Data Analysis and Insight Generation with Queryable Knowledge Graphs. -- Health Record Storage & Accessing System Using Blockchain. -- PerfectStitchAI: Automated Fabric Inspection. -- Water Quality Assessment Using Principal Component Analysis. -- Enhanced Anomaly Detection in Wind Energy Datasets: Superior Performance of LSTM-Based VAE-WGAN over Isolation Forest and One-Class SVM. -- Feature Extraction of Ultrasound Thyroid Images for Thyroid Cancer Detection. -- Comprehensive Analysis of Different Boosting Techniques for Attack Detection in IoT Network. -- Artifact Removal Techniques for Autism Facial Images in Predicting the Severity Level of Autism. -- Machine Translation from English to Regional Languages Using Transformer Model. -- Exploring the Hybrid Approach: Integrating Relational and Graph Databases for Enhanced Data Management. -- Analysis of a solar photovoltaic system using fractional-order neural network. -- Digital Elevation Model Based Morphometric Analysis of Krishna River Basin in Maharashtra. -- Detection of Retinal Disease Using Deep Learning Architecture. -- Unseen Relation Prediction using BERT and Neighbour Encoder. -- Advanced Image Captioning Using Deep Learning Techniques: A CNN-LSTM Approach. -- Google Earth engine-based comparative assessment of supervised classifiers for Land Cover Mapping. -- Detecting tree height and addressing challenges along power line corridors using Optical and Stereo Satellite imagery. -- Identifying Hand Pose Used in Sign Language Using Key-Point and Transfer Learning Technique. -- A Multi-Feature Extraction Decoder for Polyp Detection. -- A Framework for Analysing Congestion Hotspots via Social-Media Text-Based Pattern Analysis. -- Iot4Irigation - Integrating IoT and Machine Learning for low-cost Sustainable Agriculture. This book constitutes the refereed proceedings of the First International Conference on Intelligent Computing and Big Data Analytics, ICICBDA 2024, held in Navi Mumbai, India, during June 15–16, 2024. The 48 full papers presented were carefully reviewed and selected from 275 submissions. The accepted submissions report original and novel results in various fields like Intelligent Security systems, Big Data Analytics, AI and ML applications, intelligent systems, Deep Learning, Blockchain, and many more. Computational intelligence. 64052 Artificial intelligence. 58441 Machine learning. 55059 Expert systems (Computer science). 67822 Data mining. 6941 Computational Intelligence. 64052 Artificial Intelligence. 58441 Machine Learning. 55059 Knowledge Based Systems. 67823 Data Mining and Knowledge Discovery. Patil, Mukesh. editor. (orcid)0000-0002-0232-723X https://orcid.org/0000-0002-0232-723X edt http://id.loc.gov/vocabulary/relators/edt 89941 Vyawahare, Vishwesh. editor. (orcid)0000-0002-0088-4278 https://orcid.org/0000-0002-0088-4278 edt http://id.loc.gov/vocabulary/relators/edt 89942 Birajdar, Gajanan. editor. (orcid)0000-0003-3531-3958 https://orcid.org/0000-0003-3531-3958 edt http://id.loc.gov/vocabulary/relators/edt 89943 SpringerLink (Online service) Springer Nature eBook Printed edition: 9783031747007 Printed edition: 9783031747021 Communications in Computer and Information Science, 1865-0937 ; 2235 66508 https://doi.org/10.1007/978-3-031-74701-4 ZDB-2-INR ZDB-2-SXIT 66222 66222