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Full Description
This book features a collection of high-quality, peer-reviewed research papers presented at the 10th International Conference on Innovations in Computer Science & Engineering (ICICSE 2022), held at Guru Nanak Institutions, Hyderabad, India, on 16-17 September 2022. It covers the latest research in data science and analytics, cloud computing, machine learning, data mining, big data and analytics, information security and privacy, wireless and sensor networks and IoT applications, artificial intelligence, expert systems, natural language processing, image processing, computer vision, and artificial neural networks.
Contents
A Stochastic Weighted Model for Task Scheduling and Resource Utilization in the Cloud.- A Study on Accident Detection systems using Machine Learning.- A Systematic Analysis of the Computational Intelligence Techniques for Fake News Detection.- A Non Conventional Pre-Processing Method for Financial Risk Analysis Data.- An energy-efficient deep neural network model for photometric redshift estimation.- A Contemporary Analysis of Privacy Preserving Strategies in MANET.- An Advanced Approach to Detect Plant Diseases by the Use of CNN based Image Processing.- A Gravitational Search Algorithm Study on Text Summarization using NLP.- A Deep Learning Model for Arabic Fake News Detection Based on Transformers.- A Novel Optimization Algorithm for Heart Attack Prognostic Process.- A Certain Investigation of MEMS for Optimized Sensor Coverage.- Cervical Cancer Prediction Using Optimized Meta Learning.- Classification of Cervical Cells Using Deep Learning Feature Extraction.- Avian Influenza Prediction Using Machine Learning.- An Investigation on the Detection of Intrusions into a Network Using Convolutional Neural Networks.- Analyzing Data Streams with Different Flavors of Distributed Data Mining.- Analyze Dark Web and Security Threats.- Analysis of Metaheuristic Algorithms for Optimized Extreme Learning Machines in Various Sectors.- Cryptocurrency Trading Bot with Sentimental Analysis and Backtracking using predictive ML.- Artificial Intelligence Based Data Analytics Techniques in Medical Imaging.- Hate speech and offensive language detection in Twitter data using machine learning classifiers.- Machine Learning and Recommendation System in Agriculture: A survey and possible extensions.- Initial intrusion detection in Advanced Persistent Threats (APT's)using Machine Learning.- Equipment Planning for an Automated Production Line Using a Cloud System.
