IIUM Repository

Dr. Raini Hassan

Computer Science

International Islamic University Malaysia

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Latest Additions

  1. Mohd Sabri, Alea Syaffa and Hassan, Raini (2026) Predicting energy load of L-shaped courtyard buildings in Malaysia using machine learning. International Journal on Perceptive and Cognitive Computing (IJPCC), 12 (2). pp. 118-128. E-ISSN 2462-229X
  2. Mohd Sabri, Alea Syaffa and Hassan, Raini (2026) Optimising L-shaped courtyard building design using prescriptive analytics. International Journal on Perceptive and Cognitive Computing (IJPCC), 12 (2). pp. 111-117. E-ISSN 2462-229X
  3. Ibrahim Ahmed Omer, Rehab and Hassan, Raini and S. Abd. Aziz, Madihah (2026) A review and comparative analysis of predictive models for supply chain demand forecasting. In: 10th International Conference on Information and Communication Technology for the Muslim World (ICT4M 2025), 3rd February 2026, Kuala Lumpur, Malaysia.
  4. Mohd Yusof, Ahmad Faisal Daniell and Zainuddin, Aiman Kamal and Hassan, Raini (2026) Berita Debunked: real-time fake news detection and alert system. International Journal on Perceptive and Cognitive Computing, 12 (1). pp. 74-80. E-ISSN 2462-229X
  5. Samsul Kamal, Iqbal Najihah and Samsudin, Anna Safiya and Hassan, Raini (2026) Cross-media fake content detection via independent deep learning classifiers. International Journal on Perceptive and Cognitive Computing, 12 (1). pp. 65-73. E-ISSN 2462-229X
  6. Adzman, Hasan Khair and Hassan, Raini and Dwi Handayani, Dini Oktarina (2026) GNN-based skyline query processing for large-scale and incomplete graphs. IIUM Engineering Journal, 27 (1). pp. 27-47. ISSN 1511-788X E-ISSN 2289-7860
  7. Hassan, Raini (2025) Tawhidic paradigm and innovative strategies in teaching data science. KICT TALE 2025 Newsletter: Tawhidic Paradigm in Teaching and Learning, Special Issue (1). pp. 27-28.
  8. Hassan, Raini and Mohd Naufal, Akmal Nazim and Abdullah Salim, Imran Hazim (2025) Cybersense: chrome extension for real-time cyberbullying detection. In: Advancement in ICT: Exploring Innovative Solutions (AdICT). KICT Publishing, Kuala Lumpur, Malaysia, pp. 76-82.
  9. Schigdar, Ahmad and Zaman, Nafees and Hassan, Raini (2019) GIS mapping and shortest-path algorithm for drone-aided flood rescue operations. In: National Invention and Invention Competition 2019 (NIICe 2019), 2019, Batu Pahat, Johor.
  10. Saif Utsha, Abid Ebna and Noman, Mahfuzealahi and Hassan, Raini (2019) Sea level anomaly and earthquake predictions: endangered countries prognostications. In: National Innovation and Invention Competition 2019 (NIICe 2019), 2019, Batu Pahat, Johor.
  11. Noor, Ubair and Hassan, Raini and Dwi Handayani, Dini Oktarina (2025) The conceptual framework of knowledge of large scale and incomplete graphs of skyline queries optimization using machine learning. In: 9th International Conference on Engineering Technologies and Applied Sciences (ICETAS 2024), 25th August 2025, University of Technology Bahrain, Kingdom of Bahrain.
  12. Adzman, Hasan Khair and Hassan, Raini and Handayani, Dini Oktarina Dwi (2025) Enhancing skyline query processing on large and incomplete graphs with graph neural networks: a hybrid machine learning approach. International Journal on Perceptive and Cognitive Computing (IJPCC), 11 (2). pp. 162-172. E-ISSN 2462-229X
  13. Noor, Ubair and Hassan, Raini and Dwi Handayani, Dini Oktarina (2025) Efficient skyline query processing in incomplete graph databases using machine learning techniques. International Journal on Perceptive and Cognitive Computing, 11 (2). pp. 146-161. E-ISSN 2462-229X
  14. Muhamad Suwaid, Muhammad Aiman Haris and Ab Karim, Muhammad ‘Ilyas Amierrullah and Hassan, Raini and Abdul Aziz, Azni (2025) Automated classification of celestial objects using machine learning. International Journal on Perceptive and Cognitive Computing, 11 (2). pp. 22-41. E-ISSN 2462-229X
  15. Silabdi, Hana and Hassan, Raini and Faizabadi, Ahmed Rimaz and Gubbi, Abdullah and Bellary, Mohammed Zakir and M, Afsar Baig (2025) Leveraging EEG and Signal-to-Noise Ratio augmentation for advanced stress detection. In: 2025 4th International Conference on Distributed Computing and Electrical Circuits and Electronics (ICDCECE), 25 - 26 April 2025, Ballari.
  16. Silabdi, Hana and Hassan, Raini and Faizabadi, Ahmed Rimaz and Gubbi, Abdullah and Bellary, Mohammed Zakir and Manjula, V (2025) Enhanced EEGNet optimization using lightweight Deep Neural Network for detecting human stress levels from Raw EEG signals dataset. In: 3rd International Conference on Integrated Circuits and Communication Systems (ICICACS), Raichur, India.
  17. Abdul Mohaimin, Irfan Qayyim and Mohd Marzuki, Aida Najihah and Hassan, Raini (2025) Predictive analytics for sustainable tourism development: a data-driven approach. International Journal on Perceptive and Cognitive Computing, 11 (1). pp. 135-147. E-ISSN 2462-229X
  18. Hassan, Raini and Mohd Ridzal, Aisyah Afiqah and Fadzleey, Nur Zulfah Insyirah (2024) Automated Vehicle Classification (AVC) using machine learning implementation in Malaysia's toll system. In: Final Year Project Competition & Exhibition (I-CPEX) 2023. Universiti Kuala Lumpur Publishing, Kuala Lumpur, pp. 92-96.
  19. Ali Hassan, Ahmed Ramadan and Hassan, Raini (2024) Investigating the relationship between social media usage duration and academic success among Muslim students using data science process. In: Advancement in ICT: Exploring Innovative Solutions (AdICT). KICT Publishing, pp. 95-100.
  20. Safuan, Nurfadzlina and Anuar Kamal, Adriana and Hassan, Raini (2024) A data-driven approach to unveiling mental health realities among undergraduate students at the International Islamic University Malaysia (IIUM) using machine learning: a case study. In: Advancement in ICT: Exploring Innovative Solutions (AdICT). KICT Publishing, pp. 80-88.

Most Viewed Items

Item titleViews
1Brain behavior analysis of mental stress before and after listening to Quranic recitation based on EEG signals1842
2Preventive and curative personality profiling based on EEG, ERP, and big five personality traits: a literature review1562
3Input significance analysis: Feature selection through synaptic weights manipulation for EFuNNs classifier1509
4Prediction of agricultural emissions in Malaysia using the arima, LSTM, and regression models1486
5Development of classification methods for wheeze and crackle using mel frequency cepstral coefficient (MFCC): a deep learning approach1461
6Brain tumor MRI medical images classification with data augmentation by transfer learning of VGG161423
7Waste management using machine learning and deep learning algorithms1362
8Input significance analysis: feature ranking through synaptic weights manipulation for ANNS-based classifiers1356
9Sea level anomaly and earthquake predictions: endangered countries prognostications1355
10P300 ERP component on eating habits profiling using dynamic evolving spiking neural network (deSNN)1335
11Prediction of the level of air pollution during wildfires using machine learning classification methods1311
12Brain and artificial intelligence: from the viewpoint of spontaneous and task-evoked brain dynamics1293
13An approach of classifying waste using transfer learning method1292
14Health profiling using event-related potential (ERP) brain signals and spiking neural network (SNN)1260
15Online feature selection based on input significance analysis (ISA) for evolving connectionist systems (ECos)1198
16The effects of COVID-19 in global warming through the application of data science1113
17The application of business intelligence and analytics to drive better business outcomes in BSSB: a small tissue paper converting establishment1091
18The effects of COVID-19 in global warming through the application of data science943
19The application of data science on food waste problem: a preliminary work913
20Brain tumor MRI medical images classification model based on CNN (BTMIC-CNN)909
21The forecasting of poverty using the ensemble learning classification methods882
22Investigating the relationship between social media usage duration and academic success among Muslim students using data science process874
23ML based solutions for greenhouse gas emission and impacts on leading countries: a preliminary work871
24A machine learning-based automated vehicle classification implementation on toll system in Malaysia: a preliminary study860
25Exploring students' performance in mathematics in Portugal using data analytics techniques: a data science use-case804
26A data-driven approach to unveiling mental health realities among undergraduate students at the International Islamic University Malaysia (IIUM) using machine learning: a case study768
27Automated Vehicle Classification (AVC) using machine learning implementation in Malaysia's toll system763
28Identifying and predicting Muslim’s community funeral funding protocols726
29Predictive analytics for sustainable tourism development: a data-driven approach702
30Enhanced EEGNet optimization using lightweight Deep Neural Network for detecting human stress levels from Raw EEG signals dataset590