IIUM Repository

Amelia Ritahani Ismail

KULLIYYAH OF INFORMATION AND COMMUNICATION TECHNOLOGY

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Latest Additions

  1. Andi, Tri and Pranolo, Andri and Ismail, Amelia Ritahani and Cahyo Kusuma, Chandra Juni (2026) CPSO-LSTM: chaotic particle swarm optimization improved LSTM hyperparameters for air pollution prediction. Jurnal Online Informatika, 11 (1). pp. 126-141. ISSN 2528-1682 E-ISSN 2527-9165
  2. UNSPECIFIED (2025) ICoAIT 2025 - 1st International Conference on Artificial Intelligence Technology - artificial intelligence: driving prosperity and sustainability in the modern world. IEEE, US. ISBN 979-8-3315-8679-9
  3. Andi, Tri and Ismail, Amelia Ritahani and Pranolo, Andri and Kusuma, Candra Juni Cahyo (2026) Classification of heart disease with machine learning: a comparison of grid search, random search, and Bayesian Optimization. International Journal on Informatics Visualization, 10 (1). pp. 262-270. ISSN 2549-9610 E-ISSN 2549-9904
  4. Zainal Abidin, Nadzurah and Ismail, Amelia Ritahani and UNSPECIFIED and UNSPECIFIED (2026) Adaptive federated learning model with unsupervised autoencoder-based reconstruction for imbalanced medical image classification. In: 2025 10th International Conference on Information and Communication Technology for the Muslim World (ICT4M), 26-27 November 2025, KUALA LUMPUR, Malaysia.
  5. Ismail, Amelia Ritahani and Hishamuddin, Farhan Haikal and Ramjee, Aisar Nasrun and Amir Hussin, Amir 'Aatieff and Afiqa, Nurul (2026) A retrieval-augmented generation model for multimodal medical question-answering system. In: 2025 10th International Conference on Information and Communication Technology for the Muslim World (ICT4M), 26-27 November 2025, KUALA LUMPUR, Malaysia.
  6. Ismail, Amelia Ritahani and Amir Hussin, Amir 'Aatieff and Nordin, Mohamad Fauzan (2025) Artificial intelligence: an ethical, spiritual and philosophical approach. International Institute of Islamic Thought (IIIT).
  7. Ismail, Amelia Ritahani and Zainol, Zuraini (2025) The role of big data in transforming communities and shaping the future. In: Technology for Societal Transformation: Exploring the Intersection of Information Technology and Societal Development. Springer Nature Singapore, Singapore, pp. 195-204. ISBN 978-981-96-1720-3
  8. Zainol, Zuraini and Ismail, Amelia Ritahani and Nohuddin, Puteri Nor Ellyza and Sulaiman, Riza (2025) Exploring election prediction outcomes on social media data using machine learning algorithms. In: Technology for Societal Transformation: Exploring the Intersection of Information Technology and Societal Development. Springer, Singapore, pp. 121-130. ISBN 978-981-96-1720-3
  9. Ismail, Amelia Ritahani and Azhary, Muhammad Zulhazmi Rafiqi and Hitam, Nor Azizah (2025) Evaluating Adan vs. Adam: an analysis of optimizer performance in deep learning. In: International Symposium on Intelligent Computing Systems, November 6–7, 2024, Sharjah, United Arab Emirates, November 6–7, 2024, Proceedings Conference proceedings.
  10. Ismail, Amelia Ritahani and Sadman Taseen, Md Salim (2024) Deep learning approach for dental anomalies X-ray imaging using YOLOv8. Knowledge Engineering and Data Science (KEDS), 7 (2). pp. 164-175. E-ISSN 2597-4637
  11. Tanjim, MST Mobasshira Sadia and Moinuddin, Suhaina and Ismail, Amelia Ritahani (2025) A study on the classification of brain MRI images for brain tumor detection. International Journal on Perceptive and Cognitive Computing (IJPCC), 11 (1). pp. 154-161. E-ISSN 2462-229X
  12. Ismail, Amelia Ritahani (2024) Enhancing engagement with DataCamp Classrooms: transforming online learning experiences. KICT TALE.
  13. Ismail, Amelia Ritahani and Nisa, Syed Qamrun and Shaharuddin, Shahida Adila and Masni, Syahmi Irdina and Suharudin Amin, Syaza Athirah (2024) Utilising VGG-16 of convolutional neural network for medical image classification. International Journal on Perceptive and Cognitive Computing (IJPCC), 10 (1). pp. 113-118. E-ISSN 2462-229X
  14. Azhary, Muhammad Zulhazmi Rafiqi and Ismail, Amelia Ritahani (2024) A comparative performance of different convolutional neural network activation functions on image classification. International Journal on Perceptive and Cognitive Computing (IJPCC), 10 (2). pp. 118-122. E-ISSN 2462-229X
  15. Ismail, Amelia Ritahani and Azhary, Muhammad Zulhazmi Rafiqi and Noor Azwan, Nor Aiman Zaharin and Ismail, Ahsiah and Alsaiari, Nisrin Amer (2024) Performance evaluation of medical image denoising using convolutional autoencoders. In: 2024 3rd International Conference on Creative Communication and Innovative Technology (ICCIT), 7 Agust 2024, IIUM, Kuala Lumpur.
  16. Ismail, Amelia Ritahani and Aminuddin, Amira Shazleen and Nurul, Afiqa and Zakaria, Noor Azura (2024) A fine-tuned large language model for domain-specific with reinforcement learning. In: 2024 3rd International Conference on Creative Communication and Innovative Technology (ICCIT), 7 Agust 2024, IIUM, Kuala Lumpur.
  17. Zainal Abidin, Nadzurah and Ismail, Amelia Ritahani and Amir Hussin, Amir 'Aatieff and Shafie, Muhammad Laziem and Muhamad Ridzuan, Aishah Nabilah (2024) Deep learning generative adversarial network model for automated detection of diabetic retinopathy. In: 16th International Engineering and Computing Research Conference (EURECA), 24th November 2021, Subang Jaya, Selangor, Malaysia.
  18. Abdullah, Ahmad Zarir and Bashar, Saad and Ismail, Amelia Ritahani (2020) Automated image captioning with deep neural networks. Science in Information Technology Letters, 1 (1). ISSN 2722-4139
  19. Ismail, Amelia Ritahani and Nisa, Syed Qamrun (2023) Comparison of U-net’s variants for segmentation of polyp images. International Journal on Perceptive and Cognitive Computing (IJPCC), 9 (2). pp. 93-97. E-ISSN 2462-229X
  20. Ismail, Amelia Ritahani and Mohd Khalili, Aisyah Saidah and Rahim, Nur Farah Adilah and Nisa, Syed Qamrun (2023) Deep convolutional generative adversarial networks for imbalance medical image classification. International Journal on Perceptive and Cognitive Computing (IJPCC), 9 (2). pp. 98-103. E-ISSN 2462-229X

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25Performance analysis of machine learning algorithms for missing value imputation1233
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27An Optimized Support Vector Machine (SVM) based on Particle Swarm Optimization (PSO) for cryptocurrency forecasting1230
28The influence of sentiments in digital currency prediction using hybrid sentiment-based Support Vector Machine with Whale Optimization Algorithm (SVMWOA)1224
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