IIUM Repository

Amelia Ritahani Ismail

KULLIYYAH OF INFORMATION AND COMMUNICATION TECHNOLOGY

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  1. 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.
  2. 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)
  3. 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
  4. 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
  5. 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.
  6. 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
  7. 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
  8. 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.
  9. 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
  10. 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
  11. 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
  12. Basath, Samar Salem and Ismail, Amelia Ritahani and Alwan, Ali Amer and Amir Hussin, Amir 'Aatieff (2022) An improved particle swarm optimization based on lévy flight and simulated annealing for high dimensional optimization problem. International Journal of Advances in Intelligent Informatics, 8 (1). pp. 115-134. ISSN 2442-6571
  13. Zainal Abidin, Nadzurah and Ismail, Amelia Ritahani (2021) An improved K-nearest neighbour with grasshopper optimization algorithm for imputation of missing data. International Journal of Advances in Intelligent Informatics, 7 (3). pp. 304-317. ISSN 2442-6571 E-ISSN 2548-3161
  14. Hitam, Nor Azizah and Ismail, Amelia Ritahani and Samsudin, Ruhaidah and Alkhammash, Eman H. (2021) The effect of kernel functions on cryptocurrency prediction using support vector machines. In: 6th International Conference on Reliable Information and Communication Technology 2021, Virtual. (Unpublished)
  15. Zainal Abidin, Nadzurah and Ismail, Amelia Ritahani and Amir Hussin, Amir 'Aatieff and Shafie, M L and Ridzuan, A N M (2021) Deep learning generative adversarial network model for automated detection of diabetic retinopathy. In: 6th International Engineering and Computing Research Conference ( Eureca 2021 ), 24th November 2021, Virtual. (Unpublished)
  16. Mohd Khalid, Nur Hidayah and Ismail, Amelia Ritahani and Abdul Aziz, Normaziah (2021) Interpretation of machine learning model using medical record visual analytics. In: The Eighth International Conference on Computational Science and Technology (ICCST2021), 28-29 August 2021, Virtual. (Unpublished)
  17. Hitam, Nor Azizah and Ismail, Amelia Ritahani and Samsudin, Ruhaidah and Ameerbakhsh, Omair (2021) The influence of sentiments in digital currency prediction using hybrid sentiment-based Support Vector Machine with Whale Optimization Algorithm (SVMWOA). In: 2021 International Congress of Advanced Technology and Engineering, ICOTEN 2021, Virtual.
  18. Abdullad, Maryam J. and Ismail, Amelia Ritahani and Abubakar, Adamu (2020) Analyzing DWT and IWT Techniques for Fitness Evaluation in Watermarking Technique Imperceptibility Performance for Medical Images. In: The 1st International Conference of Science and Technology toward New Normal Era, Virtual. (Unpublished)
  19. Ismail, Amelia Ritahani and Abdul Aziz, Normaziah and Md Ralib, Azrina and Zainal Abidin, Nadzurah and Basath, Samar Salem (2021) A particle swarm optimization levy flight algorithm for imputation of missing creatinine dataset. International Journal of Advances in Intelligent Informatics, 7 (2). pp. 225-236. ISSN 2442-6571 E-ISSN 2648-3161
  20. Nisa, Syed Qamrun and Ismail, Amelia Ritahani (2021) Comparative performance analysis of Deep Convolutional Neural Network for Gastrointestinal Polyp Image Segmentation. International Journal of Innovative Science, Engineering & Technology, 8 (4). pp. 149-156. E-ISSN 2348–7968

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18A comparative study of clonal selection algorithm for effluent removal forecasting in septic sludge treatment plant417
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20Arabic text classification: Review study413
21Comparison of swarm intelligence algorithms for high dimensional optimization problems410
22Comparative performance of machine learning algorithms for cryptocurrency forecasting410
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24Utilization of artificial immune system in prediction of paddy production 404
25An Optimized Support Vector Machine (SVM) based on Particle Swarm Optimization (PSO) for cryptocurrency forecasting403
26The swarm-based exploration algorithm with expanded circle pattern for searching activities403
27Improved particle swarm optimization by fast annealing algorithm403
28Performance analysis of machine learning algorithms for missing value imputation402
29Analyzing and visualizing Thoracic Surgery Data Set402
30An immune-inspired swarm aggregation algorithm for self-healing swarm robotic systems395