IIUM Repository

Amelia Ritahani Ismail

KULLIYYAH OF INFORMATION AND COMMUNICATION TECHNOLOGY

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  1. 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
  2. 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
  3. 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
  4. Mat Ariff, Noor Azwana and Ismail, Amelia Ritahani and Abdul Aziz, Normaziah (2021) Comparative performance of Convolutional Neural Networks Architecture for face biometric authentication system. In: IEEE 8th International Conference on Computing, Engineering and Design (ICCED), 28-28 July 2022, Sukabumi, Indonesia.
  5. Zainal Abidin, Nadzurah and Ismail, Amelia Ritahani (2022) Federated deep learning for automated detection of diabetic retinopathy. In: IEEE 8th International Conference on Computing, Engineering and Design (ICCED), 28-29 July 2022, Sukabumi, Indonesia.
  6. Mohd Khalid, Nur Hidayah and Ismail, Amelia Ritahani and Abdul Aziz, Normaziah and Amir Hussin, Amir 'Aatieff (2023) Performance comparison of feature selection methods for prediction in medical data. In: 7th International Conference on Soft Computing in Data Science, SCDS 2023, 24-25 January 2023, Virtual Event.
  7. Shahrul Munir, Mohamad Faiq Mohd and Bustamam, Muhammad Amiruddin and Ismail, Amelia Ritahani and Md Yusof, Norlia and Amir Hussin, Amir 'Aatieff (2023) Real-time automated road damages inspection using deep convolutional neural networks. International Journal on Perceptive and Cognitive Computing (IJPCC), 9 (1). pp. 122-127. E-ISSN 2462-229X
  8. Alamoodi, Abdullah Hussein and Albahri, O. S. and Zaidan, A. A. and Alsattar, Hassan A. and Zaidan, Bilal Bahaa and Albahri, A. S. and Ismail, Amelia Ritahani and Kou, Gang and Alzubaidi, Laith and Talal, Mohammed (2023) Intelligent emotion and sensory remote prioritisation for patients with multiple chronic diseases. Sensors, 23 (4). pp. 1-14. ISSN 1424-8220
  9. Alamoodi, A. H. and Zaidan, B. B. and Albahri, O. S. and Garfan, Salem Abullah and Ahmaro, Ibraheem Y. Y. and Mohammed, R. T. and Zaidan, A. A. and Ismail, Amelia Ritahani and Albahri, A. S. and Momani, Fayiz and Al-Samarraay, Mohammed S. and Jasim, Ali Najm and Malik, R.Q. (2023) Systematic review of MCDM approach applied to the medical case studies of COVID-19: trends, bibliographic analysis, challenges, motivations, recommendations, and future directions. Complex & Intelligent Systems. pp. 4705-4731. E-ISSN 2198-6053
  10. Mat Ariff, Noor Azwana and Ismail, Amelia Ritahani (2023) Study of Adam and AdaMax optimizers on AlexNet architecture for voice biometric authentication system. In: 17th International Conference on Ubiquitous Information Management and Communication (IMCOM) 2023, Seoul, Republic of Korea.
  11. David, Dianes and Alamoodi, A. H. and Albahri, O. S. and Zaidan, B. B. and Zaidan, A. A. and Garfan, Salem and Ismail, Amelia Ritahani and Albahri, A. S. and Alsinglawi, Belal and Malik, R. Q. (2023) Landscape of sign language research based on smartphone apps: coherent literature analysis, motivations, open challenges, recommendations and future directions for app assessment. Universal Access in the Information Society, 21 (4). pp. 1-16. ISSN 1615-5289 E-ISSN 1615-5297 (In Press)
  12. Syed, Qamrun Nisa and Ismail, Amelia Ritahani (2022) Dual u-net with resnet encoder for segmentation of medical images. International Journal of Advanced Computer Science and Applications (IJACSA), 13 (12). pp. 537-542. ISSN 2158-107X E-ISSN 2156-5570
  13. Alamleh, Amneh and Albahri, O. S. and Zaidan, A. A. and Alamoodi, A. H. and Albahri, A. S. and Zaidan, B. B. and Qahtan, Sarah and Ismail, Amelia Ritahani and Malik, R. Q. and Baqer, M. J. and Jasim, Ali Najm and Al-Samarraay, Mohammed S. (2022) Multi-attribute decision-making for intrusion detection systems: a systematic review. International Journal of Information Technology & Decision Making, 22 (1). pp. 589-636. ISSN 0219-6220 E-ISSN 1793-6845
  14. Mat Ariff, Noor Azwana and Ismail, Amelia Ritahani and Abdul Aziz, Normaziah and Amir Hussin, Amir 'Aatieff (2022) Analysis of optimizers on AlexNet architecture for face biometric authentication system. In: International Conference on Information Technology Research and Innovation (ICITRI) 2022, 10 November 2022, Jakarta, Indonesia.
  15. Zulkifli, Che Zalina and Garfan, Salem Abullah and Talal, Mohammed and Alamoodi, A. H. and Alamleh, Amneh and Ahmaro, Ibraheem Y. Y and Sulaiman, Suliana and Ibrahim, Abu Bakar and Zaidan, B. B. and Ismail, Amelia Ritahani and Albahri, Osamah Shihab and Albahri, Ahmed Shihab Ahmed and Chin, Fhong Soon and Harun, Nor Hazlyna and Ho, Hong Chiang (2022) IoT-based water monitoring systems: a systematic review. Water, 14 (22). pp. 1-29. E-ISSN 2073-4441
  16. Ismail, Amelia Ritahani and Muhd Affendy, Nur Shairah and Ismail, Ahsiah and Ahmad Puzi, Asmarani (2022) Social distancing monitoring system using deep learning. Knowledge Engineering and Data Science (KEDS), 5 (1). pp. 17-26. ISSN 2597-4602 E-ISSN 2597-4637
  17. Mohd Khalid, Nur Hidayah and Ismail, Amelia Ritahani and Abdul Aziz, Normaziah (2022) Interpretation of machine learning model using medical record visual analytics. In: 8th International Conference on Computational Science and Technology ICCST 2021, 28-29 August 2021, Labuan, Malaysia.
  18. Hitam, Nor Azizah and Ismail, Amelia Ritahani and Samsuddin, Ruhaidah and Alkhammash, Eman H. (2022) The effect of Kernel functions on cryptocurrency prediction using support vector machines. In: Lecture Notes on Data Engineering and Communications Technologies (LNDECT). Lecture Notes on Data Engineering and Communications Technologie, 127 . Springer Science and Business Media Deutschland GmbH, pp. 319-332. ISBN 978-3-030-98740-4
  19. Emran, Nurul Akmar and Abdullah, Noraswaliza and Harum, Norhayati and Ismail, Amelia Ritahani and Nordin, Azlin and Caballero, Ismail (2022) Eco-friendly database space saving using proxy attributes. Journal of Computer Science & Technology, 22 (1). pp. 58-68. ISSN 1666-6046 E-ISSN 1666-6038
  20. Ismail, Amelia Ritahani and Zainal Abidin, Nadzurah and Maen, Mohd Khaled (2022) Systematic review on missing data imputation techniques with machine learning algorithms for healthcare. Journal of Robotics and Control (JRC), 3 (2). pp. 143-152. ISSN 2715-5056 E-ISSN 2715-5072

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11A review of wastewater treatment plant modelling: Revolution on modelling technology587
12Performance analysis of machine learning algorithms for missing value imputation586
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17Mobile robot path optimization algorithm using vector calculus and mapping of 2 dimensional space569
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19Early prediction of acute kidney injury using machine learning algorithms568
20Monthly rainfall prediction model of Peninsular Malaysia using clonal selection algorithm560
21A clonal selection algorithm model for daily rainfall data prediction557
22Prediction analysis of effluent removal in a septic sludge treatment plant: a biomimetics engineering approach556
23Modelling immune systems responses for the development of energy sharing strategies for swarm robotic systems555
24Simple recurrent network in real time astrocyte553
25An Optimized Support Vector Machine (SVM) based on Particle Swarm Optimization (PSO) for cryptocurrency forecasting548
26Arabic text classification: Review study547
27An artificial immune system for self-healing in swarm robotic systems542
28Analyzing and visualizing Thoracic Surgery Data Set541
29Simulating the immune inspired energy charging mechanism for swarm robotic systems538
30The swarm-based exploration algorithm with expanded circle pattern for searching activities533