Proceedings of Third Emerging Trends and Technologies on Intelligent Systems

This book presents best selected papers presented at the International Conference on Emerging Trends and Technologies on Intelligent Systems (ETTIS 2023) held from 23 - 24 February 2023 in hybrid mode at C-DAC, Noida, India. The book includes current research works in the areas of artificial intelligence, big data, cyber-physical systems, and security in industrial/real-world settings. The book illustrates on-going research results, projects, surveying works, and industrial experiences that describe significant advances in all of the related areas.

Hybrid Architecture for Traffic Light Recognition Using Deep CNN and Ensemble Machine Learning Model.- Multi-Step Online Hate Speech Detection and Classification using Sentiment and Sarcasm Features.- Forecasting of Electrical Energy Consumption and Power Generation from Wind Energy Using Deep Learning Algorithms.- IoT-Based Monitoring System for Hydroponics: Design and Implementation.- Review of Single Imputation and Multiple Imputation techniques for handling missing values.- Brain Tumour: Analysis with Resolution Enhancement Methods using Machine Learning Techniques.- Network Intrusion Detection System using Machine Learning.- A Survey on Indian Sign Language Translation using Artificial Intelligence.- Analyzing the Involvement of various Similarity Measures in Trust and Distrust based Recommender System.- A Novel Approach for Detection of Soybean Leaf Disease Using Bayesian Optimized-KNN Classifier with NCA Based Feature Selection.- Survey Paper on Detection of Water Bodies in Satellite Imagery.- A provably secure ECC-based key distribution scheme for secure message transmission in Vehicular Ad hoc Networks.- Approach for Ranking in Recommender System using Hinge Loss Function.- Implementing GANs for image generation and spectral normalization.- Design of Blockchain Mining Algorithms for ASIC Implementation.- Tabular Data Interpretation on Covid-19 Through Explainable Machine Learning.- Comparison of Sentinel and Landsat data sets over Lucknow region using Gradient Tree Boost supervised classifier.- AutoMeta- an Integrated Car Identification System Based on Blockchain.- Recognition and Replacement of Handwritten Text into Digitized Text.- Facial Expression Recognition Based on Convolution Neural Networks and Edge Computing.