{"id":91,"date":"2025-04-15T15:03:13","date_gmt":"2025-04-15T15:03:13","guid":{"rendered":"https:\/\/kulliyyah.iium.edu.my\/kict\/cirg\/?page_id=91"},"modified":"2025-06-18T12:07:32","modified_gmt":"2025-06-18T12:07:32","slug":"about","status":"publish","type":"page","link":"https:\/\/kulliyyah.iium.edu.my\/kict\/cirg\/index.php\/about\/","title":{"rendered":"On-going projects"},"content":{"rendered":"\n
\n

The Computational Intelligence Research Group (CIRG) is actively engaged in cutting-edge research addressing challenges in intelligent systems. Our ongoing projects focus on the computational interpretation of complex and high-dimensional data, leveraging advanced machine learning algorithms and computational modelling techniques. These projects aim to develop robust, data-driven solutions across a range of domains, contributing to the advancement of intelligent decision-making systems, pattern recognition, and predictive analytics.<\/p>\n<\/blockquote>\n\n\n\n

\n

Amelia Ritahani Bt. Ismail (Assoc. Prof. Ts. Dr.)<\/strong><\/h3>\n\n\n\n
    \n
  • An Enhanced Deep Learning Model With Regularisation Techniques Using Generative Adversarial Networks For Classifying The Angulation Of Impacted Mandibular Third Molar On Panoramic Radiograph<\/li>\n\n\n\n
  • Application of Machine Learning as A Predictive Analytic for Enhancing Infection Prevention and Control Practices in Emergency and Trauma Departments of SASMEC @IIUM<\/li>\n\n\n\n
  • AI-Powered Precision in Diagnosing TMJ Disorders: Automated Detection and Classification of Osseous Changes through Deep Learning<\/li>\n<\/ul>\n<\/div>\n\n\n\n
    \n

    Adamu Abubakar Ibrahim (Assoc. Prof. Dr.)<\/strong><\/h3>\n\n\n\n
      \n
    • Blockchain-based Model for Deep Packet Inspection System<\/li>\n\n\n\n
    • A Structured Large Data Volume Heterogeneity with Minimal Incompleteness in a Big Data Analytics<\/li>\n<\/ul>\n<\/div>\n\n\n\n
      \n

      Asst. Prof. Dr. Suriani Sulaiman<\/strong><\/h3>\n\n\n\n
        \n
      • Quranic Therapy for Special Needs through Solat<\/li>\n\n\n\n
      • Kajian Keberkesanan Program Pemulihan Dalam Komuniti<\/li>\n\n\n\n
      • A Hybrid Fuzzy-based Recommender Model for Detecting and Classifying Requirements Ambiguities to Improve Requirements Quality<\/li>\n<\/ul>\n<\/div>\n\n\n\n
        \n

        Sharyar Wani (Dr.)<\/strong><\/h3>\n\n\n\n
          \n
        • LOGSEMCOG – An Automated System for Knowledge Base Construction<\/li>\n\n\n\n
        • Arabic – English Semantic Graph-Based Knowledge Representation for Al-Qur’an and Understanding Fundamentals of Extremism<\/li>\n\n\n\n
        • A Tripartite Fake News Detection Framework<\/li>\n<\/ul>\n<\/div>\n\n\n\n
          \n

          Ahsiah Binti Ismail (Dr.)<\/strong><\/h3>\n\n\n\n
            \n
          • Vision-based vehicle detection using Deep Learning<\/li>\n<\/ul>\n<\/div>\n\n\n\n
            \n

            Najhan bin Muhamad Ibrahim (Dr.)<\/strong><\/h3>\n\n\n\n
              \n
            • ETHICAL HORIZONS: NAVIGATING THE LANDSCAPE OF A.I. DEVELOPMENT<\/li>\n\n\n\n
            • ESSENTIALS OF MALAYSIAN COMMERCIAL LAW: A TEXTUAL APPROACH<\/li>\n\n\n\n
            • Developing Unified Tawhidic Paradigm Online Assessment Toolkit (e-UTP) for Malaysian SMEs<\/li>\n<\/ul>\n<\/div>\n\n\n\n
              \n

              Amir ‘Aatieff Bin Amir Hussin (Dr.)<\/strong><\/h3>\n\n\n\n
                \n
              • Smart Attendance In Classroom With Facial Recognition (COBOT)<\/li>\n\n\n\n
              • A Hybrid Machine Learning Algorithm for Predictive Modelling of Harmful Algal Blooms Using Radial Basis Function Networks and Fuzzy Clustering<\/li>\n\n\n\n
              • Kajian Pembangunan Sistem Amaran Awal (EWS) Kejadian Ledakan Alga Bahaya (HAB)<\/li>\n<\/ul>\n<\/div>\n\n\n\n
                \n

                Norlia Md Yusof (Dr.)<\/strong><\/h3>\n\n\n\n
                  \n
                • STEAM-based approach for the Introduction to Computer Organization group project.<\/li>\n\n\n\n
                • Real-time automated road damages inspection using deep convolutional neural networks.<\/li>\n<\/ul>\n<\/div>\n\n\n\n
                  \n

                  Raini Binti Hassan (Dr.)<\/strong><\/h3>\n\n\n\n
                    \n
                  • A Model for Skyline Queries Over Knowledge Large-Scale Uncertain and Incomplete Graphs<\/li>\n\n\n\n
                  • Development of an Evolving Neuro-Cognitive Computational Model Based on Event-Related Potentials for Healthy Lifestyle Profiling<\/li>\n\n\n\n
                  • Multimedia Intervention Model for Children with ADHD using Neurofeedback Therapy<\/li>\n<\/ul>\n<\/div>\n\n\n\n
                    \n

                    Mohd Khairul Azmi Bin Hassan (Dr.)<\/strong><\/h3>\n\n\n\n
                      \n
                    • Smart Attendance In Classroom With Facial Recognition (COBOT)<\/li>\n\n\n\n
                    • Development of an Evolving Neuro-Cognitive Computational Model Based on Event-Related Potentials for Healthy Lifestyle Profiling<\/li>\n\n\n\n
                    • Multimedia Intervention Model for Children with ADHD using Neurofeedback Therapy<\/li>\n<\/ul>\n<\/div>\n\n\n\n
                      \n

                      Hamwira Sakti Bin Yaacob (Assoc. Prof. Ts. Dr.)<\/strong><\/h3>\n\n\n\n
                        \n
                      • A Framework for Personalized Mental Fatigue Intervention through Brain Computer Interface (BCI)<\/li>\n\n\n\n
                      • R.E.A.D. Program: Training Teachers to Empower Youth<\/li>\n\n\n\n
                      • Analysis of Video Game Design Styles on Learning Aptitude Using EEG<\/li>\n<\/ul>\n<\/div>\n\n\n\n
                        \n

                        Ahmad Anwar bin Zainuddin (Ts. Dr.)<\/strong><\/h3>\n\n\n\n
                          \n
                        • Smart Attendance In Classroom With Facial Recognition (COBOT)<\/li>\n\n\n\n
                        • IIUM PalmaCount: Satellite-Based Tree Counting and Area Estimation in Palm Oil Plantations Using Deep Learning<\/li>\n\n\n\n
                        • Innutrire (version 4): A Smart Application Software So Enhance Nutrition And Combat Malnutrition Of Critically Ill Patient<\/li>\n<\/ul>\n<\/div>\n\n\n\n
                          <\/div>\n\n\n\n

                          <\/p>\n","protected":false},"excerpt":{"rendered":"

                          The Computational Intelligence Research Group (CIRG) is actively engaged in cutting-edge research addressing challenges in intelligent systems. Our ongoing projects focus on the computational interpretation of complex and high-dimensional data, leveraging advanced machine learning algorithms and computational modelling techniques. These projects aim to develop robust, data-driven solutions across a range […]<\/p>\n","protected":false},"author":1,"featured_media":111,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/template-fullwidth.php","meta":{"footnotes":""},"class_list":["post-91","page","type-page","status-publish","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/kulliyyah.iium.edu.my\/kict\/cirg\/index.php\/wp-json\/wp\/v2\/pages\/91","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/kulliyyah.iium.edu.my\/kict\/cirg\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/kulliyyah.iium.edu.my\/kict\/cirg\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/kulliyyah.iium.edu.my\/kict\/cirg\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/kulliyyah.iium.edu.my\/kict\/cirg\/index.php\/wp-json\/wp\/v2\/comments?post=91"}],"version-history":[{"count":24,"href":"https:\/\/kulliyyah.iium.edu.my\/kict\/cirg\/index.php\/wp-json\/wp\/v2\/pages\/91\/revisions"}],"predecessor-version":[{"id":850,"href":"https:\/\/kulliyyah.iium.edu.my\/kict\/cirg\/index.php\/wp-json\/wp\/v2\/pages\/91\/revisions\/850"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/kulliyyah.iium.edu.my\/kict\/cirg\/index.php\/wp-json\/wp\/v2\/media\/111"}],"wp:attachment":[{"href":"https:\/\/kulliyyah.iium.edu.my\/kict\/cirg\/index.php\/wp-json\/wp\/v2\/media?parent=91"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}