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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Inhaltsverzeichnis
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
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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.
