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Full Description
This volume constitutes the refereed proceedings of the Second International Conference on Computing, Communication and Learning, CoCoLe 2023, held in Warangal, India, in August 29-31, 2023.The 25 full papers presented were carefully reviewed and selected from 120 submissions. The CoCoLe conference focuses on Application of Supervised Learning in Computing; Application of Unsupervised Learning in Computing; and Computing in Communication Networks.
Contents
Application of Supervised Learning in Computing.- Recursive Feature Selection and Intrusion Classification in NSL-KDD Dataset using Multiple Machine Learning Methods.- Forecasting Crude Oil Prices: A Machine Learning Perspective.- Yolo and RetinaNet Ensemble Transfer Learning Detector: Application in Pavement Distress.- Stock Market Prediction Performance Analysis by using Machine Learning Regressor Techniques.- Nearest Neighbor and Decision Tree based Cloud Service QoS Classification.- Object Recognition Through Content Based Feature Extraction and Classification of Sounds in IoT Environment.- Detection of Malicious Activity of Credit Card using Machine Learning.- Agent-Based Modeling for Optimum Location Selection: Enhancing Day-Ahead Market Analysis for Microgrid Integration.- A Comparative Approach for Skin Cancer Detection using Artificial Bee Colony.- Application of Unsupervised Learning in Computing.- A Hybrid Approach to Enhance Software Quality by Sentiment Analysis of Developer.- Unsupervised Sentiment Analysis of Amazon Fine Food Reviews using Fuzzy Logic.- Sentiment Analysis of Crypto Currency Trading Applications in India Using Machine Learning.- A GSJ Approach to Detect Near Duplicate Text Documents.- Three Factor Authentication Scheme for Telecare Medical Information System.- An Effective Threshold Based Technique for Retinal Image Blood Vessel Segmentation on Fundus Image using Average and Gaussian Filters.- Substantiation System Using Facial Recognition and Principal Component Analysis.- Impact of Stress on Faculties' Attitudes: A Study of Higher Education Institutes.- Computing in Communication Networks.- Dynamic Cross-Layer Communication Design for Multi-objective optimization in Wireless Sensor Networks.- Implementation of WPIC for MUD Techniques UWA Communication.- Analysis and Comparison of Firefly Algorithm for Measuring Convergence Rate in Distributed Environment.- A Comparative Study on Social Behavior of Tribes and Non Tribes in ITDA Paderu by using Network Science.- Raster Big Data Processing using Spark with GeoTrellis.- Energy Aware Effective Task Offloading Mechanism in Fog Computing.- Application of Multi-Criteria Decision-Making Methods to Select Multi-Objective Optimization Based Pareto-Optimal Solutions.- An English Sentence Dictionary Based Secure Text Steganographic Technique for Message-Data Confidentiality.
