IIUM Repository

Amelia Ritahani Ismail

KULLIYYAH OF INFORMATION AND COMMUNICATION TECHNOLOGY

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  1. Hitam, Nor Azizah and Ismail, Amelia Ritahani and Saeed, Faisal (2019) An Optimized Support Vector Machine (SVM) based on Particle Swarm Optimization (PSO) for cryptocurrency forecasting. In: 16th International Learning and Technology Conference, L and T 2019, 30th-31th January 2019, Effat University Jeddah, Saudi Arabia.
  2. Noor Rodi, Nur Syazwani and Abdul Malek, Marlinda and Zaini, Nur’Atiah A. and Ismail, Amelia Ritahani and M. Hisham, Mohd Hizwan (2020) Prediction of monthly rainfall at Senai, Johor using artificial immune system and deep learning neural network. Test Engineering and Management, 83. pp. 11740-11746. ISSN 0193-4120
  3. Zakaria, Hafedz and Abdullah, Rini Asnida and Ismail, Amelia Ritahani and Amin, Mohd For (2019) Predicting uniaxial compressive strength using Support Vector Machine algorithm. Warta Geologi, 45 (1). pp. 13-16. ISSN 0126–5539 E-ISSN 2682-7549
  4. Ali, Abdulrazzak and Asmai, Siti and Emran, Nurul Akmar and Ismail, Amelia Ritahani (2019) An assessment of open data sets completeness. International Journal of Advanced Computer Science and Applications, 10 (6). pp. 557-562. ISSN 2158-107X E-ISSN 2156-5570
  5. Amri, A’inur A’fifah and Ismail, Amelia Ritahani and Mohammad, Omar Abdelaziz (2019) Evolutionary deep belief networks with bootstrap sampling for imbalanced class datasets. International Journal of Advances in Intelligent Informatics, 5 (2). pp. 123-136. ISSN 2442-6571
  6. Mohd Jais, Imran Khan and Ismail, Amelia Ritahani and Syed, Qamrun Nisa (2019) Adam optimization algorithm for wide and deep neural network. Knowledge Engineering and Data Science (KEDS), 2 (1). pp. 41-46. ISSN 2597-4602 E-ISSN 2597-4637
  7. Nisa, Syed Qamrun and Ismail, Amelia Ritahani and MD Ali, M. A. B. and Khan, Mohammad Shadab (2019) Medical image analysis using deep learning: a review. In: 2019 IEEE International Conference on Innovative Research and Development (ICIRD), 28 -30 June 2019, Depok, Indonesia.
  8. Bashath, Samar and Ismail, Amelia Ritahani (2019) Improved particle swarm optimization by fast annealing algorithm. In: 2019 International Conference of Artificial Intelligence and Information Technology (ICAIIT), 13 - 15 Mar 2019, Yogyakarta, Indonesia.
  9. Alamoodi, A. H. and Zaidan, Bilal Bahaa and Zaidan, A. A. and Mohamad Samuri, Suzani and Ismail, Amelia Ritahani and Zughoul, Omar and Faiez, Momani and A. Alshafeay, Ghailan and Chyad, M. A. (2019) A review of data analysis for early-childhood period: taxonomy, motivations, challenges, recommendation, and methodological aspects. IEEE Access, 7. pp. 51069-51103. ISSN 2169-3536
  10. Ismail, Amelia Ritahani and Tumian, Afidalina (2019) A novel swarm-based optimisation algorithm inspired by artificial neural glial network for autonomous robots. Research Report. UNSPECIFIED. (Unpublished)
  11. Rodi, N.S.Noor and Malek, M.A and Ismail, Amelia Ritahani (2018) Monthly rainfall prediction model of Peninsular Malaysia using clonal selection algorithm. International Journal of Engineering & Technology, 7 (4.35 Special issue 35). pp. 182-185. ISSN 2227-524X
  12. Ismail, Amelia Ritahani and Abdul Aziz, Normaziah and Dzaharuddin, Fatimah and Mat Ralib, Azrina and Md Nor, Norzaliza and Yahya, Norzariyah (2018) Early prediction of acute kidney injury using machine learning algorithms. In: Asia Pacific Advanced Network Meeting (APAN 46), 6th August 2018, Auckland, New Zealand. (Unpublished)
  13. Bashath, Samar and Ismail, Amelia Ritahani (2018) Analyzing and visualizing Thoracic Surgery Data Set. In: Data Science Research Symposium, Kuala Lumpur.
  14. Zainal Abidin, Nadzurah and Ismail, Amelia Ritahani (2018) Analyzing and visualizing data dengue hotspot location. In: Data Science Research Symposium 2018, University Malaya.
  15. Hitam, Nor Azizah and Ismail, Amelia Ritahani (2018) Comparative performance of machine learning algorithms for cryptocurrency forecasting. Indonesian Journal of Electrical Engineering and Computer Science, 11 (3). 1121 -1128. ISSN 2502-4752
  16. Zainal Abidin, Nadzurah and Ismail, Amelia Ritahani and Emran, Nurul Akmar (2018) Performance analysis of machine learning algorithms for missing value imputation. International Journal of Advanced Computer Science and Applications, 9 (6). pp. 442-447. ISSN 2158-107X E-ISSN 2156-5570
  17. Bashath, Samar and Ismail, Amelia Ritahani (2018) Comparison of swarm intelligence algorithms for high dimensional optimization problems. Indonesian Journal of Electrical Engineering and Computer Science, 11 (1). pp. 300-307. ISSN 2502-4752
  18. Amri, A’inur A’fifah and Ismail, Amelia Ritahani and Zarir, Abdullah Ahmad (2018) Comparative performance of deep learning and machine learning algorithms on imbalanced handwritten data. International Journal of Advanced Computer Science and Applications, 9 (2). pp. 258-264. ISSN 2156-5570 E-ISSN 2158-107X
  19. Farooq, Adnan and Mohammad, Emad U Din and Ahmad Zarir, Abdullah and Ismail, Amelia Ritahani and Sulaiman, Suriani (2018) Real-time human action recognition using stacked sparse autoencoders. Indian Journal of Science and Technology, 11 (4). pp. 1-6. ISSN 0974-6846 E-ISSN 0974-5645
  20. Amri, A’inur A’fifah and Ismail, Amelia Ritahani and Zarir, Abdullah Ahmad (2017) Convolutional neural networks and deep belief networks for analysing imbalanced class issue in handwritten dataset. International Journal on Advanced Science, Engineering and Information Technology, 7 (6). pp. 2302-2307. ISSN 2088-5334 E-ISSN 2460-6952

Most Viewed Items

Item titleViews
1Customer relationship management approach for MyFamily system: a framework1560
2Modelling containment mechanisms in the immune system for applications in engineering 1418
3Development of effluent removal prediction model efficiency in septic sludge treatment plant through clonal selection algorithm1360
4An artifical immune systems for robot organisms1330
5Bio-engineered solution in enhancement of septic sludge with artificial immune system1308
6Towards self-healing swarm robotics systems inspired by granuloma formating1250
7Daily rainfall prediction using clonal selection algorithm1182
8Analysis of sequence batch reactor for COD and TSS removal identification from septic sludge treatment plant using bio inspired algorithm: a case study in Sarawak1057
9Aggregation of swarms for fault tolerance inswarm robotics using immuno-enginering approach 1038
10The initial investigation of the design and energy sharing algorithm using two-ways communication mechanism for Swarm Robotic System973
11Exploring energy charging problem in swarm robotic systems using foraging simulation858
12Modelling immune systems responses for the development of energy sharing strategies for swarm robotic systems857
13Agent based modeling and simulation of granuloma formation for the development of energy charging mechanism in Swarm Robots814
14Understanding the immune responses in granuloma formation through agent-based simulation805
15Implementation of Cognitive Mapping Algorithm for Robot Navigation System799
16Designing and implementation of robot mapping algorithm for mobile robot 799
17A comparative study of clonal selection algorithm for effluent removal forecasting in septic sludge treatment plant798
18A clonal selection algorithm model for daily rainfall data prediction797
19Comparative performance of deep learning and machine learning algorithms on imbalanced handwritten data795
20Real time astrocyte in spiking neural network770
21Prediction analysis of effluent removal in a septic sludge treatment plant: a biomimetics engineering approach764
22An artificial immune system for self-healing in swarm robotic systems747
23The swarm-based exploration algorithm with expanded circle pattern for searching activities734
24Simple recurrent network in real time astrocyte731
25Arabic text classification: Review study730
26Utilization of artificial immune system in prediction of paddy production723
27Exploring imbalanced class issue in handwritten dataset using convolutional neural networks and deep belief networks721
28Immune network algorithm in monthly streamflow prediction at Johor river713
29Utilization of artificial immune system in prediction of paddy production 697
30An immune-inspired swarm aggregation algorithm for self-healing swarm robotic systems678