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Development Of Energy Audit Strategy For Ammonia Plant by Jama, AM Abdurahman

“…In this paper, energy audit concept and purpose is analyzed. Therefore, the main objectives of this projectis to develop an energy Audit Strategy which can serve for different forms of energy, develop an approach/algorithm for conducting an energy audit of Ammonia plant and conduct a case-study to apply the developed approach in ammonia plant. …”
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Improved TLBO-JAYA Algorithm for Subset Feature Selection and Parameter Optimisation in Intrusion Detection System by Aljanabi, Mohammad, Mohd Arfian, Ismail, Mezhuyev, Vitaliy

“…Many optimisation-based intrusion detection algorithms have been developed and are widely used for intrusion identification. …”
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Development of personal finance mobile application with Optical Character Recognition (OCR) technology for automated receipt management and expense tracking by Tan, Su Hua

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Machine learning for APT detection by Al-Aamri, Abdullah Said Ali, Abdulghafor, Rawad Abdulkhaleq Abdulmolla, Turaev, Sherzod, Al-Shaikhli, Imad Fakhri Taha, Zeki, Akram M., Talib, Shuhaili

“…Subsequently, an efficient APT detection and prevention system, known as the composition-based decision tree (CDT), has been developed to operate in complex environments. The obtained results demonstrate that the proposed approach consistently outperforms existing algorithms in terms of detection accuracy and effectiveness.…”
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Enhancing going concern prediction with Anchor explainable AI and attention-weighted XGBoost by Putthiporn Thanathamathee, Siriporn Sawangarreerak, Dinna Nina Mohd Nizam

“…Our solution, integrating Anchor XAI, offers lucid, comprehensible explanations for the model's predictions, enhancing trust and interpretability. The developed Attention-Weighted XGBoost algorithm, targeting essential financial indicators, markedly surpasses traditional approaches in prediction by its 98% accuracy, as evidenced by improved precision and recall. …”
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