ICON-AI 2025

INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND ITS APPLICATIONS

12-13 NOVEMBER 2025

UNIVERSITI TEKNOLOGI MALAYSIA, KUALA LUMPUR

 

PAPER PRESENTATION

PARALLEL SESSION 1A

VENUE: DEWAN SEMINAR, MENARA RAZAK

Session Chair: Ts. Dr. Norziha Megat Mohd Zainuddin

Day 1 : 12 November 2025 (Wednesday) 2:00 PM - 4:40 PM
Time Author(S) Paper ID & Title
2:00 PM – 2:20 PM Nor Nashrah Azmi
Fiza Abdul Rahim
Noor Hafizah Hassan
16: Global Trends and Governance Insights in AI Safety: A Bibliometric Analysis
2:20 PM – 2:40 PM Song Kok Sing
Roslina Mohammad
Yip Mum Wai
Ismail Nazim
55: Integrating Artificial Intelligence into Lean Methodologies
2:40 PM – 3:00 PM Nurul Ulfa Abdul Aziz
Roslina Ibrahim
Firdaus Abdullah
18: Pre-Design User-Centred Investigation of a Serious Game for Mental Health Literacy
3:00 PM – 3:20 PM Farah Azleen Abdul Rahim
Suraya Yaacob
20: A Review of Master Data Management Technologies and Their Applications Across Diverse Industry Domains
3:20 PM – 3:40 PM Eng Lian Lim
Doris Hooi-Ten Wong
Maslin Masrom
21: Predicting Real Estate Prices with AI: A Comparative Study of Machine Learning Models
3:40 PM – 4:00 PM Ummi Maisarah Izani
Nur Syadhila Che Lah
31: Ontology Driven Platform for Tourism Insights in Malaysia
4:00 PM – 4:20 PM Purwanto Purwanto
Trias Widorini
Agus Muldiyanto
Hani Purwanti
93: Closing the Loop: Sustainable Iron Ash, Steel Fibers, and Smart Engineering for Resilient Concrete
4:20 PM – 4:40 PM Izzah Inani Abdul Halim
Nur Syauqina Mohd Suhaimi
35: DASH: A Smart Platform for New Driver Progress with Future-Ready AI Integration

PAPER PRESENTATION

PARALLEL SESSION 1B

VENUE: BILIK ILMUAN 1, MENARA RAZAK

Session Chair: Dr. Nilam Nur Amir Sjarif

Day 1 : 12 November 2025 (Wednesday) 2:00 PM - 4:40 PM
Time Author(S) Paper ID & Title
2:00 PM – 2:20 PM Zul-Azri Ibrahim, Saiful Adli Ismail, Fiza Abdul Rahim, Salman Yussof, Muhammad Idris Khairul Anuar, Aiman Harith Azwan, Muhammad Hazim Abas 7: Development of a Multimodal Testbed for Dataset Collection in Detecting DGA-based Botnet Attacks
2:20 PM – 2:40 PM Zahriya Hassan, Nor Fazlida Mohd Sani, Muhammad Daniel Hafiz Abdullah, Norwati Mustapha 9: Transformer Attention-Driven Concept Extraction for Efficient Smishing Detection
2:40 PM – 3:00 PM Zhao Ruonan, Doris Hooi-Ten Wong 23: Optimizing E-Commerce Inventory Management Using Machine Learning Approach
3:00 PM – 3:20 PM Amelia Ritahani Ismail, Muhammad Izzmir Danish Zulkifli, Muhammad Ridhwan Irfan Nur Rashid, Nurul Afiqa 65: A Multimodal Swarm-Based Multi-Agent Retrieval-Augmented Generation (RAG) For Domain-Specific Applications
3:20 PM – 3:40 PM Moses Ekpenyong, Kingsley Attai, Daniel Asuquo, Okure Obot, Ekerette Attai, Kitoye Okonny, Faith-Valentine Uzoka, Christie Akwaowo, Faith-Michael Uzoka 12: An Explainable AI Framework for Predicting Respiratory Tract Infection using Symptoms and Multidimensional Risk Factors
3:40 PM – 4:00 PM Shoaib UL Hassan, Noureen Talpur, Shuhaida Mohamed Shuhidan, Mohd Hilmi Hasan, Shahneela Pitafi, Kazim Raza Talpur 45: Big Data Compression Like Distributed Acoustic Sensing Using Gradient Quantization
4:00 PM – 4:20 PM Muhammad Hanafi Thman, Hadhrami Ab Ghani, Mohd Hakimi Aiman Ibrahim 61: Career-Driven Study Pathways Prediction for Secondary School Students Using Hybridized Machine Learning
4:20 PM – 4:40 PM Muhamad Danish Saiful Rizal, Fakhitah Ridzuan, Mohd Hakimi Aiman Ibrahim, Nurzulaikha Abdullah 36: Comparative Study of Preprocessing Techniques for Automated Water Quality Index Detection
 

PAPER PRESENTATION

PARALLEL SESSION 1C

VENUE: BILIK ILMUAN 2, MENARA RAZAK

Session Chair: Dr. Noor Jannah Zakaria

Day 1 : 12 November 2025 (Wednesday) 2:00 PM - 4:40 PM
Time Author(S) Paper ID & Title
2:00 PM – 2:20 PM Muhammad Hamza Azam, Mohd Hilmi Hasan, Muhammad Huzaifa Azam 29: Explainable Fuzzy Modelling through Antecedent Reduction and Antecedent Association in Type-1 ANFIS Systems
2:20 PM – 2:40 PM Mudjiastuti Handajani, Galih Widyarini, Fadhila Ramadhanny, Hendrianto Sundaro, Anindya Putri Tamara, Arief Lukyanto 82: Toward Digital Green Highways for Smart Engineering and Sustainable Infrastructure
2:40 PM – 3:00 PM Adam Mohd Khairuddin, Siti Armiza Mohd Aris, Azizul Azizan, Noor Jannah Zakaria 27: Interpretable Arrhythmia Classification Using Convolutional Neural Network and LIME Technique
3:00 PM – 3:20 PM Jameel Yalli, Mohd Hilmi Hasan, Shashi Bhushan, Faisal Ali Garba, Dahiru Adamu Aliyu, Saidu Yahaya 43: Impact of Blackhole Attack on RPL in IoT Simulated Environment
3:20 PM – 3:40 PM Moses Ekpenyong, Nse Udoh, Uko Jim, Elisha, Nsikak Udoenoh 14: Interpreting Maintenance Decisions in Age Replacement Models with LIME
3:40 PM – 4:00 PM Stanislav Šafránek, Brian Kirk 11: Exploring Agent Behavior and Performance in Shortened Simulations via Multiagent Reinforcement Learning
4:00 PM – 4:20 PM Mohd Khairul Azmi Hassan, Nurazlin Zainal Azmi, Amir ‘Aatieff Amir Hussin, Norshita Mat Nayan, Nur Ain Lizam, Nur Fatihah Adawiyah Rusdi 51: An AI-Based Smart Study Planner for University Class Scheduling Optimization
4:20 PM – 4:40 PM Muhammad Norazlan Abdul Samad, Arman Nuri Anuar, Hafizah Mansor 66: ScoreSync: automated mark entry app using image capture with computer vision and optical character recognition

PAPER PRESENTATION

PARALLEL SESSION 2A

VENUE: DEWAN SEMINAR, MENARA RAZAK

Session Chair: Ts. Dr. Abdul Ghafar Jaafar, Dr Wan Noor Hamiza Wan Ali

Day 1 : 13 November 2025 (Thursday) 9:20 AM - 12:40 PM
Time Author(S) Paper ID & Title
9:20 AM – 9:40 AM Sharifah Nurulhikmah Syed Yasin, Roslina Ibrahim 25: Validating MEGUX: Reliability & validity of a mobile educational game UX instrument
9:40 AM – 10:00 AM Haslina Md Sarkan, Mu Qiao Lee, Norziha Megat Mohd Zainuddin, Nilam Nur Amir Sjarif 88: A Context-Aware Machine Learning Model for Brand Sentiment Analysis on Social Media
10:00 AM – 10:20 AM Suriani Mohd Sam, K Hamdi Mohamed G Alama, Mohd Hizami Ab Halim, Norliza Mohamed, Hazilah Mad Kaidi 70: From Edge to Control: Benchmarking SDN Performance in IoT Networks
10:20 AM – 10:40 AM Abdul Razak Yakob, Hazilah Mad Kaidi 32: Artificial Intelligence in Well Digitalisation: Cultural and Organisational Challenges in Oil & Gas Industry Implementation
10:40 AM – 11:00 AM Dahiru Aliyu, Emelia Patah Akhir, Abubakar Mohammed, Saidu Yahaya, Jameel Yalli, Muhammad Sabo Yahaya, Hussani Mamman, Aliyu Garba, Shamsudeen Adamu, Muhammad Bala 33: Machine Learning-Driven Prediction of Asthma Exacerbations: A Step Toward Personalized Care
11:00 AM – 11:20 AM Md Sariful Islam, Ahmad Anwar Zainuddin, Rabi'atul Adawiyah Mohd Nazri, Murni Mahmud, Mohd Izzuddin Mohd Tamrin, Saidatul Izyanie Kamarudin, Amir'Aatieff Amir Hussin, Mohd Khairul Azmi Hassan 56: KiBot in Action: An AI-Empowered Hardware–Lighting Optimization
11:20 AM – 11:40 AM Samuel Robinson, Moses Ekpenyong, Anthony Imianvan, Efosa Igodan 13: Machine Learning Threat Prediction and Classification Framework for IoT-Enabled 5G Networks
11:40 AM – 12:00 PM Zahidah Zulkifli, Fakhrul Hazman Yusoff, Shafaf Ibrahim 89: A Review on Responsible AI in Smart City
12:00 PM – 12:20 PM Mohamad Nur Hidayat Zarkia @ Zakaria, Abdul Ghafar Jaafar, Nazhatul Hafizah Kamarudin, Noor Hafizah Hassan, Pritheega Magalingam 60: Deepfake Detection and Mitigation Challenges, Threats, and Future Directions
12:20 PM – 12:40 PM Wan Muhammad Syafiq Wan Mithlan, Hadhrami Ab Ghani 64: Recent Studies on Motion Detection for Education Environment using Computer Vision with Deep Architecture
 

PAPER PRESENTATION

PARALLEL SESSION 2B

VENUE: BILIK ILMUAN 1, MENARA RAZAK

Session Chair: Dr. Mohd Azri Mohd Izhar, Dr. Mohd Nabil Muhtazarudin

Day 1 : 13 November 2025 (Thursday) 9:20 AM - 12:40 PM
Time Author(S) Paper ID & Title
9:20 AM – 9:40 AM Moses Ekpenyong, Ifiok Udo, Emmanuel Dan, Idara James, Utibe Ofon 39: Integrated GenAI Data Observatory Framework for Evidence-Based Analytics of Malaria Burden
9:40 AM – 10:00 AM Nur Aqillah Ellysha Noor Azman, Norziha Megat, Doris Wong Hooi Ten, Nurazean Maarop, Wan Azlan Wan Hassan 50: Enhancing Invoice Management Transparency and Efficiency Through AI Visualization
10:00 AM – 10:20 AM Bao Cheng Tong, Uswah Khairuddin 30: A Contactless Computer Vision System for Underwater Walking and Jogging Gait Analysis Using YOLO-Pose and Multi-CNN BiLSTM Architecture
10:20 AM – 10:40 AM Wei Siong Tan 74: A Comparative Study between AI-based and Manual Quality Inspection Techniques
10:40 AM – 11:00 AM Najhan Muahamd Ibrahim, S M Abiduzzaman 48: AI-Powered Collaborative Filtering for Hyper-Personalized E-Commerce: Leveraging Machine Learning and Business Intelligence to Boost Customer Engagement and Sales
11:00 AM – 11:20 AM Shafiullah Wasiq, Akram M Zeki 95: Factors Influencing the Adoption of IoT Healthcare Products and Services: An Empirical Study of the End Consumers
11:20 AM – 11:40 AM Glory Ita Okon, Patience Usip, Moses Effiong Ekpenyong 40: Machine Learning-Driven Ontology System for Coronary Heart Disease Diagnosis
11:40 AM – 12:00 PM Che Syabila Che Shamsul 76: Cyberbullying Detection on Social Media: A Review of Features and Machine Learning Approaches
12:00 PM – 12:20 PM Mudjiastuti Handajani, Ari Endang Jayati, Elfira Nureza Ardina, E.S. Hasrito, Siti Vivi Octavianty 90: Performance Analysis of the Sam Poo Kong Signalized Intersection for Priority Bus Signal Technology
12:20 PM – 12:40 PM Abu Huzaifah Haji Bidin, Nurul Aida Osman 49: AI-Enhanced Excess Oxygen Control in Industrial Furnaces via Liquid Neural Networks and Physics-Based Thermodynamic Modelling

PAPER PRESENTATION

PARALLEL SESSION 2C

VENUE: BILIK ILMUAN 2, MENARA RAZAK

Session Chair: Dr. Pritheega A/P Magalingam, Dr. Adam Mohd Khairuddin

Day 1 : 13 November 2025 (Thursday) 9:20 AM - 12:20 AM
Time Author(S) Paper ID & Title
9:20 AM – 9:40 AM Atikah Balqis Basri, Ahmad Anwar Zainuddin, Muhammad Ammar Amsyar Mohd Azhar, Muhammad Fahmi Mohamad, Muhammad Aqil Hakimi Abdullah, Amir 'Aateiff Amir Hussin, Mohd Khairul Azmi Hassan, Mohd Izzuddin Mohd Tamrin 52: Enhancing Smart Home Security Using Adaptive Access Control with Blockchain and Machine Learning
9:40 AM – 10:00 AM Adam Mohd Khairuddin, Siti Armiza Mohd Aris, Azizul Azizan, Noor Jannah Zakaria 28: Explainable AI in Healthcare: Text Classification Using Bidirectional LSTM and LIME
10:00 AM – 10:20 AM Nurul Azwa Mohd Yunus, Sa'ardin Abdul Aziz, Mohamad Zaki Hassan, Mohd Hazri Ishak 81: A Dual-Level Rubric Design for Chemical Hazard Evaluation in Research Laboratories
10:20 AM – 10:40 AM Anis Shobirin Abdullah Sani, Noor Ashitah Abu Othman, Norulhusna Ahmad, Rudzidatul Akmam Dziyauddin, Hazilah Mad Kaidi 98: A Review of Prediction Methods for Fault Tolerant Edge Computing: Models, Optimization and Evaluation
10:40 AM – 11:00 AM Amir Haris Ahmad, Hadhrami Ab Ghani, Muhammad Anwar, Muhammad Muzzammal Mirza 68: A Comparative Analysis of Supervised Machine Learning Models for Threat Detection in DNS
11:00 AM – 11:20 AM Nur Adib Maspo, Mounir Ben Daia, Henrik Eriksson 69: Optimizing Mid-Sized Open-Weight Large Language Models
11:20 AM – 11:40 AM Haoze Li, Noraini Ibrahim, Weng Hoe Chan, Muhammad Luqman Mohd Shafie, Shahliza Abd Halim, Nor Azizah Saadon 84: Exploring Explainable AI and Reinforcement Learning in Educational Conversational Agents with Metacognitive Self-Regulated Learning: A Systematic Literature Review
11:40 AM – 12:00 PM Ahmad Anwar Zainuddin, Muhammad Hakim Nazri, Haikal Khusairi Ahmad, Nurul Hidayah Abd Wahid, Mohd Izzuddin Mohd Tamrin, Amir 'Aatieff Amir Hussin, Mohd Khairul Azmi Hassan 77: Integrating Blockchain and AI Chatbot for Ethical Shopping
12:00 PM – 12:20 PM Aimmatul Husna, Ngudi Hari Crista 92: Machine Learning Modelling of Acoustic Concrete Using Orange Data Mining
 

PAPER PRESENTATION

PARALLEL SESSION 3A

VENUE: BILIK ILMUAN 1, MENARA RAZAK

Session Chair: Assoc. Prof. Ts. Dr. Nelidya Md Yusoff

Day 1 : 13 November 2025 (Thursday) 2:00 PM - 3:40 PM
Time Author(S) Paper ID & Title
2:00 PM – 2:20 PM Shafidah Shafian 83: Solar GenAI: An Offline LLM-Based Generative AI Agent for Solar Photovoltaics
2:20 PM – 2:40 PM Asmarani Ahmad Puzi, Ahmad Anwar Zainuddin, Muhammad Farees Afandi, Muhammad Afham Anuar, Saidatul Izyanie Kamaruddin 53: Advancing Smart Industries with IoT and Artificial Intelligence: A Digital Ecosystem Perspective
2:40 PM – 3:00 PM Sharifah Nurulhikmah Syed Yasin, Roslina Ibrahim, Shanttiya Nair Kesavan Nair, Rasimah Che Mohd Yusoff 24: Evaluating User Experience in Mobile Educational Games: A Case Study on Learning Research Methodology
3:00 PM – 3:20 PM Nik Nor Muhammad Saifudin Nik Mohd Kamal, Amir Aatieff Amir Hussin, Ahmad Anwar Zainuddin, Normawaty Mohammad-Noor, Roziawati Mohd Razali, Mohd Nor Azman Bin Ayub, Muhammad Farouk Harman, Mohd Khairul Azmi Hassan 62: Towards Intelligent Aquatic Health Monitoring: AI-Driven HAB Forecasting with IoT and Cloud Infrastructure
3:20 PM – 3:40 PM Ferry Firmawan, Lala Anggraini, Diajeng Shaliha, Hendra Masvika, Agnesia Putri Kurnianingtyas 85: Barriers to Lean–Intelligent Adoption in Construction Project Phase: A Review

PAPER PRESENTATION

PARALLEL SESSION 3B

VENUE: BILIK ILMUAN 2, MENARA RAZAK

Session Chair: Dr. Ganthan A/L Narayana Samy

Day 1 : 13 November 2025 (Thursday) 2:00 PM - 3:40 PM
Time Author(S) Paper ID & Title
2:00 PM – 2:20 PM Andi Nugroho, Sri Heranurweni, Budiani Destyningtias, Deby Susanti Pada Vinski, Jajang Edi Priyanto 87: Deep Learning-Based Transfer Learning Approach for Acute Ischemic Stroke Classification Using Magnetic Resonance Imaging
2:20 PM – 2:40 PM Ainin Sofia Jusoh, Muhammad Akmal Remli, Mohd Saberi Mohamad, Tristan Cazenave, Siok Fong Chin 86: Improving Latent Space Diversity in SMILES Generation Using Transformer VAE
2:40 PM – 3:00 PM Meor Muhammad Muaz Meor Mohammad Shariffudin, Muhammad Akmal Remli, Wei Ni Soh 79: Transformer with Technical Indicators for Long-Term Stock Market Prediction
3:00 PM – 3:20 PM Nur Mohamed Mohamud, Siti Mahfuza Binti Saimon, Shahrin Md Ayob 80: Hybrid Wavelet-PCA and DNN-LSTM-Kalman Framework for Robust State-of-Charge Estimation
3:20 PM – 3:40 PM David Lau, Ganthan Narayana Samy, Fiza Abdul Rahim, Mahiswaran Selvananthan, Nurazean Maarop, Mugilraj Radha Krishnan, Sundresan Perumal 6: Responsible Procurement of AI Applications: A Risk-Based Framework for Malaysian Government Agencies
 

PAPER PRESENTATION

PARALLEL SESSION 4

Session Chair: Assoc. Prof. Ts. Dr. Nor Raihana Mohd. Ali

Day 1 : 13 November 2025 (Thursday) 9:20 AM - 11:40 AM
Time Author(S) Paper ID & Title
9:20 AM – 9:40 AM Wan Nur Afiqah Zulkefli, Chee Ken Ne 63: Optimizing Learning Outcomes Through Personalized Course Recommendations in MOOCs: A Systematic Review of Assessment-Driven Approaches
9:40 AM – 10:00 AM Nurul Husna Mukhtar, Azizi Ab Aziz, Husniza Husni 58: A Bibliometric Analysis of Human-Agent Collaboration in Empathetic Social Agents: Trends, Influences and Research Frontiers
10:00 AM – 10:20 AM Khaleed Alaqeel, Maslin Masrom 75: Artificial Intelligence, Commercial Diplomacy, Export Performance: An Integrated Conceptual Framework
10:20 AM – 10:40 AM Ruping Zhang, Roslina Ibrahim 59: Models, Constructs, and Methods in Mobile Health User Experience Research: A Systematic Review
10:40 AM – 11:00 AM Nur Diyanah Putri Nor Haizad, Hasyiya Karimah Adli, Nurul Izzah Hayati Mohd Noor 97: Design and Implementation of an AI-Integrated Power BI Dashboard for Data-Driven Logistics Management: A Case Study of Ninja Van Pengkalan Chepa
11:00 AM – 11:20 AM Prastika Indriyanti, Nur Dinie Faqihah Binti Jasmi, Hasyiya Karimah Adli, Afiyati Afiyati 99: Modeling Temperature-Induced Performance Losses in Rooftop Solar Panels Using Machine Learning
11:20 AM – 11:40 AM Jude Owuamanam, Nor Zairah Ab. Rahim 47: Knowledge Mapping for Intelligent Recommendation in Earthquake Disaster Response: A VOSviewer-Based Approach
 
UTM Open Day