الباحثين

الباحثين

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


Raini Binti Hassan
Assistant Professor

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

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Staff Details

مجال التخصص

  • ICT ~ Information, Computer And Communications Technology (ICT) ~ Artificial Intelligence ~ Machine Learning
  • ICT ~ Information, Computer And Communications Technology (ICT) ~ Artificial Intelligence ~ Neural, Evolutionary and Fuzzy Computation
  • ICT ~ Information, Computer And Communications Technology (ICT) ~ Artificial Intelligence ~ Predictive Analytics

مسؤوليات التدريس

BIG DATA ANALYTICS 2017/2018 2018/2019 2019/2020
DATA SCIENCE 2017/2018 2018/2019 2019/2020 2020/2021 2021/2022 2022/2023 2023/2024
DATATHON AND BOOTCAMP 2019/2020 2020/2021 2021/2022 2022/2023
ELEMENTARY STATISTICS 2014/2015 2015/2016
ELEMENTS OF PROGRAMMING 2014/2015
FINAL YEAR PROJECT 2017/2018
FINAL YEAR PROJECT 1 2005/2006
FINAL YEAR PROJECT I 2017/2018 2019/2020 2020/2021 2021/2022
FINAL YEAR PROJECT II 2006/2007 2019/2020 2020/2021 2021/2022
INDUSTRIAL ATTACHMENT 2006/2007 2014/2015 2015/2016 2016/2017 2017/2018
INTRODUCTION TO COMPUTER ORGANISATION 2005/2006
INTRODUCTION TO COMPUTER ORGANIZATION 2005/2006 2006/2007 2007/2008 2014/2015 2015/2016
PRINCIPLES OF ARTIFICIAL INTELLIGENCE 2005/2006
PRINCIPLES OF ARTIFICIAL INTELLIGENCE(AI) 2005/2006
PROBABILITY AND STATISTICS 2015/2016 2016/2017 2017/2018 2018/2019 2021/2022 2022/2023 2023/2024
STRUCTURED PROGRAMMING LANGUAGE 2006/2007 2007/2008
UNSTRUCTURED DATA ANALYTICS 2018/2019 2019/2020 2020/2021 2021/2022 2022/2023 2023/2024

المشاريع البحثية

In Progress
2021 - Present A Model for Skyline Queries Over Knowledge Large-Scale Uncertain and Incomplete Graphs
2020 - Present MRI Medical Images Detection and Classification of Brain Tumor Based on Deep Learning Techniques
2020 - Present Car Drivers' Mental Fatigue Neuro-physiological Profiling Model
2020 - Present Car Drivers' Mental Fatigue Neuro-physiological Profiling Model
2020 - Present MRI Medical Images Detection and Classification of Brain Tumor Based on Deep Learning Techniques
2019 - Present A Framework for the Detection of Intelligent Source Code Plagiarism in Big Data using Word2vec Model
2019 - Present A Framework for the Detection of Intelligent Source Code Plagiarism in Big Data using Word2vec Model
2019 - Present Human Factors Model to Improve Information Visualization Reporting for Big Data Analytics
2019 - Present Human Factors Model to Improve Information Visualization Reporting for Big Data Analytics
Completed
2017 - 2017 Development of Teaching Modules on the Subject of Computer Science Form 5 for MDeC and MOE
2017 - 2017 Development of Teaching Modules on the Subject of Computer Science Form 5 for MDeC and MOE
2016 - 2018 Analysis of ZUC Cipher in Mobile Communication
2016 - 2018 Analysis of ZUC Cipher in Mobile Communication
2015 - 2019 An Online Computational Modeling for EcoS Feature Selection in Traffic Volumes Prediction
2015 - 2019 An Online Computational Modeling for EcoS Feature Selection in Traffic Volumes Prediction
2013 - 2016 Visualization of Emotional Dynamic on Brain Topology using Neural Inspired Computational Model
2013 - 2016 Visualization of Emotional Dynamic on Brain Topology using Neural Inspired Computational Model
2007 - 2011 ICT Workforce and Employability Trends: The Perspective of Employers in Malaysia
2007 - 2011 ICT Workforce and Employability Trends: The Perspective of Employers in Malaysia

المنشورات

Article
2021 Brain behavior analysis of mental stress before and after listening to Quranic recitation based on EEG signals. International Journal on Perceptive and Cognitive Computing (IJPCC) , 7 (1) pp.59-65
2021 Prediction of agricultural emissions in Malaysia using the arima, LSTM, and regression models. International Journal on Perceptive and Cognitive Computing (IJPCC) , 7 (1) pp.33-40
2021 An approach of classifying waste using transfer learning method. International Journal on Perceptive and Cognitive Computing (IJPCC) , 7 (1) pp.41-52
2021 Brain tumor MRI medical images classification with data augmentation by transfer learning of VGG16. Journal of Engineering Science and Technology (JESTEC) , Special Issue (6/2021) pp.21-32
2020 Source code plagiarism detection approaches: a systematic literature review. Journal of Advanced Research in Dynamical and Control Systems , 12 (04 (Special Issue)) pp.1575-1587
2020 Health profiling using event-related potential (ERP) brain signals and spiking neural network (SNN). International Journal on Perceptive and Cognitive Computing (IJPCC) , 6 (2) pp.22-28
2020 P300 ERP component on eating habits profiling using dynamic evolving spiking neural network (deSNN). International Journal on Perceptive and Cognitive Computing (IJPCC) , 6 (2) pp.29-35
2020 Sea level anomaly and earthquake predictions: endangered countries prognostications. International Journal on Perceptive and Cognitive Computing (IJPCC) , 6 (2) pp.36-41
2020 Waste management using machine learning and deep learning algorithms. International Journal on Perceptive and Cognitive Computing (IJPCC) , 6 (2) pp.97-106
2020 Development of classification methods for wheeze and crackle using mel frequency cepstral coefficient (MFCC): a deep learning approach. International Journal on Perceptive and Cognitive Computing (IJPCC) , 6 (2) pp.107-114
2020 Prediction of the level of air pollution during wildfires using machine learning classification methods. International Journal on Perceptive and Cognitive Computing (IJPCC) , 6 (2) pp.115-123
2020 Preventive and curative personality profiling based on EEG, ERP, and big five personality traits: a literature review. Journal of Computational and Theoretical Nanoscience , 17 (2/3) pp.531-545
2020 Consensus by High Gegree of DeGroot model for multi-agent systems. International Journal of Advanced Trends in Computer Science and Engineering (IJATCSE)
2019 Brain and artificial intelligence: from the viewpoint of spontaneous and task-evoked brain dynamics. Journal of Computational and Theoretical Nanoscience , 16 (3) pp.1081-1092
2019 Emotional profiling through supervised machine learning of interrupted EEG interpolation. International Journal of Advanced Computer Research , 9 (43) pp.242-251
2019 Brain and artificial intelligence: from the viewpoint of spontaneous and task-evoked brain dynamics. Journal of Computational and Theoretical Nanoscience , 16 (3) pp.1081-1092
2018 Detection and restoration of cracked digitized paintings and manuscripts using image processing. International Journal of Engineering & Technology , 7 (2.34) pp.39-43
2017 Input significance analysis: feature ranking through synaptic weights manipulation for ANNS-based classifiers. Journal of Fundamental and Applied Sciences , 9 (4S) pp.639-662
2017 Input significance analysis: Feature selection through synaptic weights manipulation for EFuNNs classifier. Journal of Fundamental and Applied Sciences , 9 (4S) pp.681-709

Conference or Workshop Item
2014 Feature ranking through weights manipulations for artificial neural networks-based classifiers. In: 2014 Fifth International Conference on Intelligent Systems, Modelling and Simulation (ISMS 2014)
2014 Feature ranking through weights manipulations for artificial neural networks-based classifiers. In: 2014 Fifth International Conference on Intelligent Systems, Modelling and Simulation (ISMS 2014)
2013 Setting-up a sulh-based, community mediation-type of online dispute resolution (ODR) in Malaysia. In: 5th International Conference on Information and Communication Technology for the Muslim World

Book
2017 Online feature selection based on input significance analysis (ISA) for evolving connectionist systems (ECos). IIUM Press . ISBN 978-967-418-688-3

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