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The two-volume proceedings set CCIS 2430-2431 constitutes the revised selected papers of the 6th International Conference on Soft Computing and its Engineering Applications, icSoftComp 2024, held in Bangkok, Thailand, during December 10-12, 2024.
The 58 full papers and 3 short papers included in this book were carefully reviewed and selected from 501 submissions. They were organized in topical sections as follows: Part I : Theory and Methods.Part II : Theory and Methods; Systems and Applications; Hybrid Techniques; Soft Computing for Smart World.
.- Theory and Methods. .- A Prediction-Enabled Scheduling Framework for Cloud Manufacturing Applications..- Evaluating the need of Reinforcement Learning by implementing Heuristic Algorithms with its Load Balancing and Performance Testing in Cloud..- Optimizing XGBoost for Blockchain Malicious Node Detection by Metaheuristics..- A Correct-by-Construction Model for Request-Based Access Control..- Lattice-based Post Quantum Cryptography using Variations of Learning with Error (LWE)..- A Spatio-Temporal Explainable Deep Learning Approach for Frame Classification from Book Flipping Videos..- Adapting a Modern Siamese Framework for 360° Video Object Tracking..- Detecting Deepfake Images with Enhanced Generative Adversarial Networks..- CRITIC and TOPSIS-Enhanced Fuzzy Clustering (CTEFC) Protocol for IoT-Based WSNs..- Ambiguous sets and various distance measurements..- The Study on Face recognition using Between Convolutional Neural Network (CNN) and Local Binary Histogram (LBPH) with Censored Facial Images..- An Air-written Real-time English Isolated Numeral Recognition..- The PV-ALE Dataset: Enhancing Apple Leaf Detection and Classification Through Transfer Learning with Convolutional Neural Networks..- Impact of SMOGN on Regression Models for Crop Yield Prediction in Mizoram Agriculture..- Deep Learning for Sustainable Apple Farming: Disease Detection in Leaves..- Forecasting Coffee Prices with Facebook Prophet: A Machine LearningApproach..- Enhancing Hindi Named Entity Recognition using XLM-RoBERTa..- Neural Network Architectures for Machine Translation: Enhancing Quality Education through Improved Access to Multilingual Resources..- Optimizing Error Detection in Generated Code Using Metaheuristic Optimized Natural Language Processing..- Enhancing Graph Based Models For Automatic Program Repair..- Enhancing Grapheme-to-Phoneme Conversion for Bengali Speech Recognition: Leveraging Dialectical Variations and Morphophonemic Rules..- Determinants of Generative AI-based Chatbot Adoption in Customer Support..- ToxNet: A Multi-layer Network Approach to Toxicity Analysis usingGraph Neural Networks..- Multiphase Sentiment Analysis Model for Automatic Movie Reviews..- An Interpretable Deep Learning Framework For Brain Tumor Diagnosis using UNET and CAM Techniques..- Connecting the Dots: Understanding the Influence of Online Social Networks on Mental Wellness via Social Network Analysis..- Drug target identification using integrative multi-omics data analysis and deep learning - a breast cancer case study..- A Stack Ensemble Model for Paralysis Prediction from Lower Limb EMG Signals using Machine Learning Approaches..- Lung Cancer Detection using Deep-Learning models..- Inclusive Innovation: Early Detection Strategy for Lung Cancer Using Ensembles..- Psychological State Analysis for Technostress Detection: A Hierarchical Clustering Approach.
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