Titlebook: Intelligent Information and Database Systems; 16th Asian Conferenc Ngoc Thanh Nguyen,Richard Chbeir,Krystian Wojtkiew Conference proceeding

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Conference proceedings 2024rsecurity and medical solutions; application of generative models; computational intelligence...Part II: data modelling and smart information systems; image and video processing; machine learning algorithms in theory and practice; prediction and recommendation systems; text, speech and natural language processing..

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0302-9743 DS 2024, held in Ras Al Khaimah, UAE, during April 15–18, 2024...The 57 full papers presented in these proceedings were carefully reviewed and selected from 251 submissions. The papers of the 2 volume-set are organized in the following topical sections:?..Part I: advanced data analysis methods;?AI-d

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A Novel Approach to?the?Use of?Explainability to?Mine Network Intrusion Detection Rulesf Service attacks from benign traffic. The experiments conducted show that Security Information and Event Management (SIEM) rules derived from RF through xAI can significantly outperform traditional, manually set SIEM detection rules.

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OrphaGPT: An Adapted Large Language Model for?Orphan Diseases ClassificationOur model achieves an 80% accuracy rate, attained through an exploration of Natural Language Processing (NLP), and domain-specific fine-tuning and fine-prompting. Our findings provide valuable insights into the new perspectives of prompting as a way of fine-tuning LLMs while customizing them to spec