The special issue is dedicated to National conference on Communication, computational intelligence and learning-NCCCIL sponsored by AICTE and organized by Department of Information Technology at Army Institute of Technology from 12-13 January 2022. This conference gave the collaborative forum to academic experts, researchers and corporate professionals to enrich their knowledge in the automation and analysis of industry and business processes in a smart way. The two day conference included invited talks and paper presentations focusing on the applications of Computational intelligence, Communication, Machine Learning and Artificial Intelligence.
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Sprache
Verlagsort
Verlagsgruppe
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Für höhere Schule und Studium
Editions-Typ
ISBN-13
978-1-000-78123-6 (9781000781236)
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Schweitzer Klassifikation
Sangeeta Jadhav, Professor and Head of the IT Department, Army Institute of Technology, Pune
Rahul Desai, Associate Professor, IT Department, Army Institute of Technology, Pune
Ashwini Sapkal, Associate Professor, IT Department, Army Institute of Technology, Pune
Chapter 1- Implementation of Predictive OEE (POEE): System engineering approach Chapter 2- Road detection from high resolution images using fully convolutional network Chapter 3- An insight on methodologies used for predictive machine health monitoring: A review Chapter 4- Support vector clustering for face-based emotion predictions Chapter 5- Malware classification using neural network Chapter 6- Transfer learning approach for multi-disease classification using chest X-ray images Chapter 7- Smart attendance system Chapter 8- Real-time driver's drowsiness detection using transfer learning Chapter 9- Artificial intelligence based virtual voice assistance Chapter 10- Survey of fabric defect detection using UNet architecture Chapter 11- Employee turnover predictor using machine learning algorithms with user-friendly graphical user interface Chapter 12- Pre-trained deep learning models for content-based image classification and retrieval Chapter 13- AI-based assistant with security Chapter 14- Augmented reality-based application for interactive shopping experience Chapter 15- Study of tourism recommendation system Chapter 16- Detecting driver distraction using semi-supervised machine learning Chapter 17 Eye forms - Online form invigilator Chapter 18- KACO: k-mean clustering and ACO-based data transmission in wireless sensor networks Chapter 19- Deep learning-based wildfire detection from satellite imagery Chapter 20- Pattern recognition application in power system monitoring: A demonstration Chapter 21- Analysis of vertical handover parameters using Analysis of Variance (ANOVA) Chapter 22- A novel Encoding/Decoding scheme with Belief Propagation and LDPC code Chapter 23- Performance analysis of routing protocols for Ad Hoc networks Chapter 24- Design and performance analysis of array multiplier (using Xilinx) Chapter 25- IOTE: A system for integrated online teaching environment Chapter 26- Real-time conversion of speech to sign language and hand gesture recognition Chapter 27- Review on investigation of obsolescence mitigation problems in electronic components Chapter 28- Summariser - Transforming your online meets 291Chapter 29- Efficient web application vulnerabilities detection Model Chapter 30- Overall equipment effectiveness (OEE): Methodologies used for implementation, detection and prognostics a literature review on case studies
