Full Description
This book constitutes the refereed proceedings of the First International Symposium on Artificial Intelligence, ISAI 2022, held in Haldia, India, during February 17-22, 2022.
The 30 full papers included in this book were carefully reviewed and selected from 75 submissions. They were organized in topical sections as follows: information systems, mathematics and data analyses; and applied artificial intelligence.
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Contents
Information Systems, Mathematics and Data Analyses.- Anomaly detection in IoT using Extended Isolation Forest.- A novel dimensional reduction strategy based on a fine-pruned decision tree classifier for detecting DDoS attacks in cloud computing environments.- A survey on Large Dataset Minimum Spanning Trees.- Characterization of Simple Sequence Repeats: Evolutionary Implications from Ancient Human Mitochondrial Genome.- Comparative Exploration of Statistical Techniques for Landslide Identification and Zonation Mapping and Assessment: A Critical Review.- Enhanced Security and Privacy for IoT based Locker System operated at Low Frequency Spectrum using Blockchain.- Genetic Algorithm Based Adaptive PID Tuning of Time Delay Process.- Hybridization of Sine-Cosine Algorithm with K-Means for Pathology Image Clustering.- Industrial Warehouse Robot Simulation Using ROS.- Major Challenges and Threats of Blockchain Technology.- SecVT:Securing the Vehicles of Tomorrow using Blockchain Technology.- Applied Artificial Intelligence.- A Comparative Analysis of Machine Learning Based Sentiment Analysis.- ANN-Based Performance Prediction in MoCs.- Assessment of shallow and deep learning models for prediction of sea surface temperature.- Bioinformatics Analysis of Oral Squamous Cell Carcinomas and Their Interaction to Identify Molecular Signatures.- Music Learning Android App Development forAutistic Children.- NecklaceFIR: A large volume benchmarked necklace dataset for fashion image retrieval.- Optimal Sample Size Calculation for Machine Learning Based Analysis for Suicide Ideation.- Query Focused Video Summarization: A Review.- Sleep-wake classification using acceleration data from wearable wrist worn sensors: review.- Understanding Fake News Detection on Social Media: A Survey on Methodologies and Datasets.- Freshness quality detection of tomatoesusing computer vision.- Facial Gesture Recognition based Real Time Gaming for Physically Impairment.- Deep Learning approaches for analysis and detection of Tomato leaf diseases.- Prediction of Impact Energy of Steel using Artificial Neural Network.- A New Method of Galaxy Classification Using Optimal Convolution Neural Network.- Early Detection of Pneumonia using Deep Learning Approach.- Concrete Crack Segmentation using Histogram Based Fast Clustering and Morphological Operators.- Human Gender Classification based on Hand Images using Deep Learning.- Artificial Intelligence based Smart Government Enterprise Architecture (AI-SGEA) Framework.
