IIUM Repository

Amelia Ritahani Ismail

KULLIYYAH OF INFORMATION AND COMMUNICATION TECHNOLOGY

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Latest Additions

  1. Pranolo, Andri and Zalik, Nuryana and Ismail, Amelia Ritahani and Gaoteng, Yuan (2026) Disability justice and artificial intelligence. In: Dictionary of Disability and Biomedical Research. Springer, Singapore., Springer, Singapore., pp. 1-6.
  2. Ismail, Amelia Ritahani and Afiqa, Nurul and Zulkifli, Muhammad Izzmir Danish and Nur Rashid, Muhammad Ridhwan Irfan (2026) A multimodal swarm-based multi-agent retrieval-augmented generation (RAG) for domain-specific applications. Mathematical Sciences and Informatics Journal, 7 (1). pp. 204-217. E-ISSN 2735-0703
  3. 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
  4. 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
  5. 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
  6. 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.
  7. 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.
  8. 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).
  9. 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
  10. 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
  11. 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.
  12. 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
  13. 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
  14. Ismail, Amelia Ritahani (2024) Enhancing engagement with DataCamp Classrooms: transforming online learning experiences. KICT TALE.
  15. 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
  16. 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
  17. 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.
  18. 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.
  19. 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.
  20. 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

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2A review of data analysis for early-childhood period: taxonomy, motivations, challenges, recommendation, and methodological aspects1729
3Early prediction of acute kidney injury using machine learning algorithms1694
4Prediction of monthly rainfall at Senai, Johor using artificial immune system and deep learning neural network1586
5Customer relationship management approach for MyFamily system: a framework1584
6Real-time human action recognition using stacked sparse autoencoders1567
7Comparison of swarm intelligence algorithms for high dimensional optimization problems1555
8Monthly rainfall prediction model of Peninsular Malaysia using clonal selection algorithm1547
9Performance analysis of machine learning algorithms for missing value imputation1533
10Towards self-healing swarm robotics systems inspired by granuloma formating1523
11Simulating the immune inspired energy charging mechanism for swarm robotic systems1521
12Improved particle swarm optimization by fast annealing algorithm1518
13An artifical immune systems for robot organisms1517
14A review of wastewater treatment plant modelling: Revolution on modelling technology1510
15Evolutionary deep belief networks with bootstrap sampling for imbalanced class datasets1500
16A clonal selection algorithm model for daily rainfall data prediction1479
17Mobile robot path optimization algorithm using vector calculus and mapping of 2 dimensional space1472
18Development of effluent removal prediction model efficiency in septic sludge treatment plant through clonal selection algorithm1469
19Bio-engineered solution in enhancement of septic sludge with artificial immune system1462
20Prediction analysis of effluent removal in a septic sludge treatment plant: a biomimetics engineering approach1462
21An artificial immune system for self-healing in swarm robotic systems1461
22Convolutional neural networks and deep belief networks for analysing imbalanced class issue in handwritten dataset1460
23An immune-inspired swarm aggregation algorithm for self-healing swarm robotic systems1459
24Imperceptibility Analysis for Watermarking Technique Based on Image Block Division Scheme1454
25Medical image analysis using deep learning: a review1454
26Exploring imbalanced class issue in handwritten dataset using convolutional neural networks and deep belief networks1453
27A particle swarm optimization levy flight algorithm for imputation of missing creatinine dataset1451
28Comparative performance of deep learning and machine learning algorithms on imbalanced handwritten data1448
29An Optimized Support Vector Machine (SVM) based on Particle Swarm Optimization (PSO) for cryptocurrency forecasting1441
30Adam optimization algorithm for wide and deep neural network1420