الكليات

الكليات

A B C D E F G H I J K L M N O P Q R S T U V W X Y Z


Amelia Ritahani Bt. Ismail
Associate Professor

  • KULLIYYAH OF INFORMATION AND COMMUNICATION TECHNOLOGY
  • IIUM Gombak Campus
  • amelia@iium.edu.my
  • NA

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  • Doctor of Philosophy in Computer Science - Doctor of Philosophy, University of York
  • Master of Science (Computer Science) - Masters Degree, Universiti Teknologi Malaysia (UTM)
  • Bachelor of Management Information System - Bachelor Degree, International Islamic University Malaysia
  • ICT ~ Information, Computer And Communications Technology (ICT) ~ Artificial Intelligence ~ Other Artificial Intelligence n.e.c. - Artificial Immune Systems, Swarm Intelligence and Swarm Robotics Systems, Modelling and simulation of complex system
  • 2018 - 2020 External Assessor for IT and Computer Science,
  • 2016 - 2019 Member,
  • 2016 - 2019 Members,
  • 2016 - 2019 Professional Member,
  • 2016 - 2018 External Assessor for IT and Computer Science,
ARTIFICIAL NEURAL NETWORK 2012/2013 2013/2014 2014/2015
DATA SCIENCE 2017/2018
ELEMENTS OF PROGRAMMING 2012/2013 2013/2014 2014/2015 2015/2016
FINAL YEAR PROJECT 2012/2013 2013/2014 2014/2015 2015/2016 2016/2017 2017/2018
FINAL YEAR PROJECT I 2017/2018 2019/2020 2020/2021
FINAL YEAR PROJECT II 2019/2020 2020/2021
INDUSTRIAL ATTACHMENT 2011/2012 2012/2013 2013/2014 2014/2015 2015/2016 2016/2017 2017/2018
INTELLIGENT SYSTEMS 2017/2018
INTRODUCTION TO COMPUTER ORGANIZATION 2011/2012
MACHINE LEARNING 2012/2013 2013/2014 2014/2015 2015/2016 2016/2017 2017/2018 2018/2019 2019/2020
PRINCIPLES OF ARTIFICIAL INTELLIGENCE 2013/2014 2014/2015 2015/2016 2016/2017
In Progress
2019 - Present A Framework for the Detection of Intelligent Source Code Plagiarism in Big Data using Word2vec Model
2019 - Present Syntactic Ambiguity Detection Framework in Software Requirements Specification
2019 - Present A Fuzzy Multi-Criteria Decision Analysis Model for Decision Support in Diabetes Mellitus
2018 - Present A Novel Particle Swarm Optimization with Levy Flight Algorithm for Imputation of Missing Creatinine Value.
2018 - Present Enhancing COCOMO Model using Particle Swarm Optimization for Estimating Software Development Project
2018 - Present Enhancing COCOMO Model using Particle Swarm Optimization for Estimating Software Development Project
2017 - Present Gait Identification Modelling for a hybrid amphi-underwater robot with exponential momentum ant colony algorithm
Unknown - Present A Framework for the Detection of Intelligent Source Code Plagiarism in Big Data using Word2vec Model
Completed
2017 - 2020 Gait Identification Modelling for a hybrid amphi-underwater robot with exponential momentum ant colony algorithm
2017 - -1 Development of Teaching Modules on the Subject of Computer Science Form 5 for MDeC and MOE
2016 - 2019 A Novel Swarm-Based Optimisation Algorithm Inspired by Artificial Neural Glial Network for Autonomous Robots
2016 - 2019 Validation Study of a Portable Biosensor Technology in Quantifying E. Coli in Filtered River Water
2015 - -1 DIGITAL COMPETENCY STANDARDS (DCS) ANALYTICS & REPORT
2015 - 2016 Digital Competency Standards (DCS) Rubrics Refinement and Post Pilot Analysis
2013 - 2016 Development of Immune Inspired Algorithm for Self-Healing Swarm Robotic Systems
2013 - 2016 A Swarm Cognition Inspired Model for the Unsupervised Learning of Morphology
2013 - 2016 An Incremental Construction of Component-based Systems using Multi-Agent Learning Approach
2012 - 2015 Immune Inspired Solution for Fault Tolerence in Swarm Robotic Systems
2011 - 2014 RU 2011: My Family System: Extending Experts For Consultation On Family Relationships Based On CRM Analytic Model
18 ديسمبر 2019 Best Signal Processing Project. Institute of Electrical and Electronics Engineers (IEEE) - International level.
18 ديسمبر 2019 Bronze Medal. International Exhibition of Research , Ideas, Innovation on Creative Humanising - International level.
18 ديسمبر 2019 Gold Medal. International Exhibition of Research, Idea & Innovation on Creative and Humanizing (ie-RIICH 2019) - International level.
14 نوفمبر 2019 National Innovation & Invention Competition 2019. Universiti Tun Hussein Onn Malaysia - National level.
13 نوفمبر 2018 Best Researcher Award. IIUM Takrim Day - University level.
09 سبتمبر 2016 OUTSTANDING CONTRIBUTOR JOURNAL ARTICLES INDEXED. International Islamic University Malaysia - University level.
Article
2019 A review of data analysis for early-childhood period: taxonomy, motivations, challenges, recommendation, and methodological aspects. IEEE Access , 7 pp.51069-51103
2018 An analysis of ambiguity detection techniques for Software Requirements Specification (SRS). International Journal of Engineering & Technology , 7 (2.29 (Special Issue 29)) pp.501-505
2018 Real-time human action recognition using stacked sparse autoencoders. Indian Journal of Science and Technology , 11 (4) pp.1-6
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
2018 Comparison of swarm intelligence algorithms for high dimensional optimization problems. Indonesian Journal of Electrical Engineering and Computer Science , 11 (1) pp.300-307
2018 Comparative performance of machine learning algorithms for cryptocurrency forecasting. Indonesian Journal of Electrical Engineering and Computer Science , 11 (3) pp.1121 -1128
2018 Performance analysis of machine learning algorithms for missing value imputation. International Journal of Advanced Computer Science and Applications , 9 (6) pp.442-447
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
2017 An expanded square pattern technique in swarm of quadcopters for exploration algorithm. Journal of Theoretical and Applied Information Technology , 95 (20) pp.5484-5493
2017 Simulating the immune inspired energy charging mechanism for swarm robotic systems. Journal of Theoretical and Applied Information Technology , 95 (20) pp.5473-5483
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
2017 A review of wastewater treatment plant modelling: Revolution on modelling technology. American Journal of Environmental and Resource Economics , 2 (1) pp.22-26
2016 An immune-inspired swarm aggregation algorithm for self-healing swarm robotic systems. Biosystems , 146 pp.60-76
2016 Arabic text classification: Review study. Journal of Engineering and Applied Science , 11 (3) pp.528-536
2015 The swarm-based exploration algorithm with expanded circle pattern for searching activities. Jurnal Teknologi , 77 (20) pp.61-65
2015 Mobile robot path optimization algorithm using vector calculus and mapping of 2 dimensional space. Jurnal Teknologi , 77 (20) pp.33-38
2015 Immune network algorithm in monthly streamflow prediction at Johor river. ARPN Journal of Engineering and Applied Sciences , 10 (3) pp.1352-1356
2015 Utilization of artificial immune system in prediction of paddy production . ARPN Journal of Engineering and Applied Sciences , 10 (3) pp.1462-1467
2015 Exploring energy charging problem in swarm robotic systems using foraging simulation. Jurnal Teknologi , 76 (1) pp.239-244
2015 A comparative study of clonal selection algorithm for effluent removal forecasting in septic sludge treatment plant. Water Science and Technology , 71 (4) pp.524-528
2014 Prediction analysis of effluent removal in a septic sludge treatment plant: a biomimetics engineering approach. Environmental Science: Processes & Impacts , 16 (9) pp.2208-2214
2014 A clonal selection algorithm model for daily rainfall data prediction. Water Science and Technology , 70 (10) pp.1641-1647
2013 Customer relationship management approach for MyFamily system: a framework. Middle-East Journal of Scientific Research , 15 (9) pp.1249-1254
2013 Development of effluent removal prediction model efficiency in septic sludge treatment plant through clonal selection algorithm. Journal of Environmental Management , 129 pp.260-265

Conference or Workshop Item

2019 Indonesian affective word resources construction in valence and arousal dimension for sentiment analysis. In: The 6th International Conference on Cyber and IT Service Management (CITSM 2018)
2018 Analyzing and visualizing data dengue hotspot location. In: Data Science Research Symposium 2018
2018 Analyzing and visualizing Thoracic Surgery Data Set. In: Data Science Research Symposium
2018 Emotion recognition and brain mapping for sentiment analysis: a review. In: 2nd International Conference on Informatics and Computing, ICIC 2017
2018 Early prediction of acute kidney injury using machine learning algorithms. In: Asia Pacific Advanced Network Meeting (APAN 46)
2016 Exploring imbalanced class issue in handwritten dataset using convolutional neural networks and deep belief networks. In: The 3rd International Multi-Conference on Artificial Intelligence Technology (M-CAIT 2016)
2015 Clustering natural language morphemes from EEG signals using the Artificial Bee Colony algorithm. In: Fourth International Neural Network Society Symposia Series (INNS-CIIS 2014)
2015 Simple recurrent network in real time astrocyte. In: 2015 International Symposium on Innovations in Intelligent Systems and Applications (INISTA)
2015 Real time astrocyte in spiking neural network. In: 2015 SAI Intelligent Systems Conference (IntelliSys 2015)
2015 The initial investigation of the design and energy sharing algorithm using two-ways communication mechanism for Swarm Robotic System. In: Fourth INNS Symposia Series on Computational Intelligence in Information Systems (INNS-CIIS 2014)
2015 An artificial immune system for self-healing in swarm robotic systems. In: 10th International Conference on Information Processing in Cells and Tissues, IPCAT 2015
2014 Utilization of artificial immune system in prediction of paddy production. In: Advancement in Information Technology International Conference
2014 Modelling immune systems responses for the development of energy sharing strategies for swarm robotic systems. In: International Conference on Computational Science and Technology (ICCST’14)
2014 Agent based modeling and simulation of granuloma formation for the development of energy charging mechanism in Swarm Robots. In: 3rd International Conference on Computer Engineering & Mathematical Sciences (ICCEMS 2014)
2014 Implementation of Cognitive Mapping Algorithm for Robot Navigation System. In: 2014 4th World Congress on Information and Communication Technologies, WICT 2014
2014 Understanding the immune responses in granuloma formation through agent-based simulation. In: International Research, Invention and Innovation Exhibition 2014 (IRIIE2014)
2014 Immune network algorithm in monthly streamflow prediction at Johor river. In: Advancement in Information Technology International Conference
2014 Designing and implementation of robot mapping algorithm for mobile robot . In: International Research Invention & Innovation Exhibition for 2014 (IRIIE 2014)
2012 Daily rainfall prediction using clonal selection algorithm. In: International Conference on Water Resources (ICWR 2012)
2012 Analysis of sequence batch reactor for COD and TSS removal identification from septic sludge treatment plant using bio inspired algorithm: a case study in Sarawak. In: National Graduate Conference 2012 (NATGRAD 2012)
2012 Bio-engineered solution in enhancement of septic sludge with artificial immune system. In: International Conference on Water Resources (ICWR 2012)
2011 Modelling containment mechanisms in the immune system for applications in engineering . In: Proceedings of the 9th International Conference on Artificial Immune Systems
2010 Towards self-healing swarm robotics systems inspired by granuloma formating. In: International Conference on Engineering of Complex Computer Systems
2009 Aggregation of swarms for fault tolerance inswarm robotics using immuno-enginering approach . In: Proceedings of the 9th Annual Workshop on Computational Intelligence

Book

Book Section

2015 Clustering natural language morphemes from EEG signals using the Artificial Bee Colony algorithm. In: Computational intelligence in information systems: proceedings of the Fourth INNS Symposia Series on Computational Intelligence in Information Systems (INNS-CIIS 2014) Switzerland . ISBN 978-3-319-13152-8 , pp.51-60
2010 An artifical immune systems for robot organisms. In: Symbiotic multi-robot organisms : realibility, adaptability and evalution Springer . ISBN 978-3642-11691-9 , pp.279-302