A Hybrid Sampling Approach for Imbalanced Binary and Multi-Class Data Using Clustering Analysis von Palli, Abdul Sattar, Jaafar, Jafreezal, Hashmani, Manzoor Ahmed, Gomes, Heitor Murilo, Gilal, Abdul Rehman

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Combined Effect of Concept Drift and Class Imbalance on Model Performance During Stream Classification von Sattar Palli, Abdul, Jaafar, Jafreezal, Ahmed Hashmani, Manzoor, Murilo Gomes, Heitor, Alsughayyir, Aeshah, Rehman Gilal, Abdul

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An Experimental Analysis of Drift Detection Methods on Multi-Class Imbalanced Data Streams von Palli, Abdul Sattar, Jaafar, Jafreezal, Gomes, Heitor Murilo, Hashmani, Manzoor Ahmed, Gilal, Abdul Rehman

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Online Machine Learning from Non-stationary Data Streams in the Presence of Concept Drift and Class Imbalance: A Systematic Review von Palli, Abdul Sattar, Jaafar, Jafreezal, Gilal, Abdul Rehman, Alsughayyir, Aeshah, Gomes, Heitor Murilo, Alshanqiti, Abdullah, Omar, Mazni

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Insights into modern machine learning approaches for bearing fault classification: A systematic literature review von Soomro, Afzal Ahmed, Muhammad, Masdi B., Mokhtar, Ainul Akmar, Md Saad, Mohamad Hanif, Lashari, Najeebullah, Hussain, Muhammad, Sarwar, Umair, Palli, Abdul Sattar

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Data augmentation using SMOTE technique: Application for prediction of burst pressure of hydrocarbons pipeline using supervised machine learning models von Soomro, Afzal Ahmed, Mokhtar, Ainul Akmar, Muhammad, Masdi B., Saad, Mohamad Hanif Md, Lashari, Najeebullah, Hussain, Muhammad, Palli, Abdul Sattar

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Impact of Contradicting Subtle Emotion Cues on Large Language Models with Various Prompting Techniques von Huda, Noor Ul, Sahito, Sanam Fayaz, Gilal, Abdul Rehman, Abro, Ahsanullah, Alshanqiti, Abdullah, Alsughayyir, Aeshah, Palli, Abdul Sattar

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Do We Use the Right Elements for Assurance Case Development? von Gilal, Abdul Rehman, Palli, Abdul Sattar, Jaafar, Jafreezal, Talpur, Bandeh Ali, Waqas, Ahmad, Gilal, Ruqaya

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Performance Degradation of Multi-class Classification Model Due to Continuous Evolving Data Streams von Palli, Abdul Sattar, Jaafar, Jafreezal, Hashmani, Manzoor Ahmed

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