Titlebook: Intelligent Systems Design and Applications; Information and Netw Ajith Abraham,Sabri Pllana,Patrick Siarry Conference proceedings 2024 The

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Enhancing Positivity on Social Media: A Review of Offensive Comment Classification,, which are employed to train and optimize the model. We reviewed past work to compare the standard supervised learning models like Support Vector Machine and Naive Bayes to emergent transformer models like BERT to identify the superior approach that would improve a model‘s accuracy and effectiveness.

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,Deepfake Detection System for Facial Evidence Verification in Criminal Justice and Its Legal and Etpractical in the criminal justice domain preventing wrongful convictions of innocent victims of deepfake technology manipulations. This study contributes to the domain of facial evidence verification in criminal justice with a more robust and explainable approach than the current methods using the combination of the above methods.

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Improving the Cryptocurrency Price Prediction Using Deep Learning, learning models. By integrating these techniques, our framework not only outperforms traditional methods but also offers insights into which cryptocurrencies are more compatible with particular models. This research contributes to the advancement of cryptocurrency prediction and aids better financial decision-making.

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2367-3370 elligent Systems Design and Applications ISDA 2023.Written b.This book highlights recent research on intelligent systems and nature-inspired computing. It presents 50 selected papers focused on .Information and Network Security. from the 23rd International Conference on Intelligent Systems Design an