{"id":96,"date":"2023-05-13T17:45:13","date_gmt":"2023-05-13T17:45:13","guid":{"rendered":"https:\/\/ieee-iv.org\/2024\/?page_id=96"},"modified":"2025-09-26T00:57:54","modified_gmt":"2025-09-26T04:57:54","slug":"program","status":"publish","type":"page","link":"https:\/\/ieee-soli.org\/2025\/program\/","title":{"rendered":"Program"},"content":{"rendered":"<p><img decoding=\"async\" class=\"lazyload alignnone wp-image-689\" src=\"https:\/\/ieee-soli.org\/2025\/wp-content\/uploads\/sites\/2\/2025\/09\/Conference-Program-275x204.jpg\" data-orig-src=\"https:\/\/ieee-soli.org\/2025\/wp-content\/uploads\/sites\/2\/2025\/09\/Conference-Program-275x204.jpg\" alt=\"\" width=\"952\" height=\"706\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27952%27%20height%3D%27706%27%20viewBox%3D%270%200%20952%20706%27%3E%3Crect%20width%3D%27952%27%20height%3D%27706%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/ieee-soli.org\/2025\/wp-content\/uploads\/sites\/2\/2025\/09\/Conference-Program-175x130.jpg 175w, https:\/\/ieee-soli.org\/2025\/wp-content\/uploads\/sites\/2\/2025\/09\/Conference-Program-275x204.jpg 275w, https:\/\/ieee-soli.org\/2025\/wp-content\/uploads\/sites\/2\/2025\/09\/Conference-Program-768x571.jpg 768w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 952px) 100vw, 952px\" \/><\/p>\n<h4>Opening Speech: General Chair Prof Ian McLoughlin<\/h4>\n<h4>Session 1: Intelligent Transportation Systems &#8211; 1<br \/>\nSession Chair: A\/Prof Andrew Keong Ng<\/h4>\n<p>1.1 EP-MPC: An Emergency Vehicle Priority Method at Isolated Intersections in mixed Connected Environment<br \/>\nTianran Zhang, Sixuan Xu, Lei Zhao, Stefan Nastic, Weihua Zhang, and Chen Wang<\/p>\n<p>1.2 Research on Passenger Flow Control in an Urban Rail Transit Network During Peak Demand Period<br \/>\nJiajie LI, Maomao YI, Zhongyi WU, Hao QI, Xiangjing LI<\/p>\n<p>1.3 Lightweight Spatio-Temporal Attention Network with Graph Embedding and Rotational Position Encoding for Traffic Forecasting<br \/>\nXiao Wang, Shun-Ren Yang<\/p>\n<p>1.4 Research on Urban Bus Risk Prediction Based on Heinrich&#8217;s Law<br \/>\nJianQiang Yan, YuJia Xie, and Zhao Niu<\/p>\n<p>1.5 Smart Road Monitoring via Connectivity-Aware Thin Crack Segmentation with Skeleton Recall Loss<br \/>\nVosco Pereira, Hidekazu Fukai<\/p>\n<p>1.6 Operational Resilience and Challenges from Full-sized Level-4 Automated Bus Deployment in a National Park Environment<br \/>\nBerna G\u00dcR, Duygu Kayaoglu, Cemre Kavvasoglu, Ali Ufuk Peker, Kerem Par<\/p>\n<p>&nbsp;<\/p>\n<h4>Session 2: Intelligent Service Design &amp; Operations<br \/>\nSession Chair: A\/Prof Yi Zhou<\/h4>\n<p>2.1 Continuance Intention and Addiction: Analyzing the Role of Escapism in Balanced Gaming Engagement<br \/>\nMengyuan Li, Wendy Wan Yee Hui, and Torsten Reiners<\/p>\n<p>2.2 Vision-Language RAG for Post-AOI PCB Inspection<br \/>\nMin Sik Byun, Malcolm Yoke Hean Low, David Weidong Lin, Ching Chung Hong, Yoke Chuan Tan, Desmond Pang Ngin Ong<\/p>\n<p>2.3 LiDAR Based Semantic Perception for Forklifts in Outdoor Environments<br \/>\nBenjamin Serfling, Hannes Reichert, Lorenzo Bayerlein, Konrad Doll and Kati Radkhah-Lens<\/p>\n<p>2.4 Design of User Growth and Data-Driven Operational Decision-Making Architecture for Highway Service Areas<br \/>\nPan Zhang, Jie Yang<\/p>\n<p>2.5 Equitable Urban Food Procurement and Distribution in Dense Cities: The Case of Singapore<br \/>\nEi Myat Kay Khine, Tay Huay Ling, Loh Hui Shan<\/p>\n<p>2.6 Design and Fabrication of an IoT-Enhanced Distribution Box to Prevent Moisture Retention and Increase Electrical and Electronic Component Lifespan<br \/>\nShawn Jing Lan Lim, Andrew Keong Ng, Kok Hwee Ong<\/p>\n<p>&nbsp;<\/p>\n<h4>Session 3: Machine Learning &amp; AI<br \/>\nSession Chair: A\/Prof Indriyati Atmosukarto<\/h4>\n<p>3.1 Data Exfiltration Detection System using Machine Learning<br \/>\nB Harippriya, Simon Eng Soo Guan, Casey How Kiam Cheng, Yongqing Zhu<\/p>\n<p>3.2 CareCompanion: Context-Aware Multi-Persona AI Chatbots as Emotional Support to Caregivers<br \/>\nAaron Jun Xian Lam, Jolin Tan, Hong Kai Ong, Zining Tan, Jun Hui Lim, Liming Lu, Oran Zane Devilly<\/p>\n<p>3.3 ShalDeepDP: A Survey and Comparison of Data Poisoning in Statistical, Classical Deep Learning and Foundation Models<br \/>\nJia Yi Chan, Huaqun Guo, Timothy Liu, Aik Beng Ng, Simon See<\/p>\n<p>3.4 Digitalisation in Audit: Development of Systems for Engagement, Training Monitoring, and a RAG-Augmented Chatbot<br \/>\nRussel Wei Quan Poon, Jun Wei Khoo, Reness Ravichandran, Jin Hao Tan, Jessaryn Lo, Liming Lu, Mui Kim Chu<\/p>\n<p>3.5 A Modular OCR and NLP Pipeline for Digitizing Calibration Reports in Metrology<br \/>\nKah Kian Fong, Nicholas Heng Loong Wong<\/p>\n<p>3.6 Enabling At-Home Gait Monitoring for Parkinson\u2019s Disease<br \/>\nHaoyu Song, Indriyati Atmosukarto<\/p>\n<p>&nbsp;<\/p>\n<h4>WIE Session 4: Engineering Trust and Innovation: Standards, Security, and the Future of Connected Systems<br \/>\nSession Chair: A\/Prof Jeannie Lee<\/h4>\n<h4>Panelist: Dr Meng Lu, Ms. Judy Saw, Dr. Hla Nu Phyu<\/h4>\n<p>&nbsp;<\/p>\n<h4>Session 5: Cybersecurity<br \/>\nSession Chair: Dr Eyasu Getahun Chekole<\/h4>\n<p>5.1 Implementation of Lightweight Block Ciphers CLEFIA and PRINCE on Cortex-M7 Processor<br \/>\nXiaohan Jia, Jiqiang Lu<\/p>\n<p>5.2 Evolving Trust in Transactions: From Centralization to Decentralization<br \/>\nNour El Madhoun<\/p>\n<p>5.3 Boosted Ensemble Voting for Intrusion Detection: A SHAP-Driven Analysis of XGBoost and CatBoost<br \/>\nAdan Melendrez, Humberto Goncalves, Zakaria Alomari, and Yunlong Shao<\/p>\n<p>5.4 SensiBERT<br \/>\nKai Wen Kobin Fong, Javier Wei Jie Tan, Kenneth Zhi Yong Kuah, Yong Zhang Lee, Winson Zi Cai Low, Huaqun Guo<\/p>\n<p>5.5 Building a Domain-Specialized Large Language Model for Penetration Testing<br \/>\nJoseph Guan Quan Lim, Isaac Leung Soon, Wilson Wee Shyan Lim, Zhen Yu Kwok, Ryan Kim Wee Lee, Aloysus Leng Siang Koh, Huaqun Guo<\/p>\n<p>5.6 Do Emotions Matter? An Empirical Exploration of Facial Recognition across Diverse Datasets<br \/>\nShi Quan Marcus Foo, Vi Shean Lim, Pai Chet Ng, Jeannie S. Lee<\/p>\n<p>&nbsp;<\/p>\n<h4>Session 6: Intelligent Transportation Systems &#8211; 2<br \/>\nSession Chair: Dr Meng Lu<\/h4>\n<p>6.1 Hybrid GRU-PINN Model for Pedestrian Trajectory Prediction at Unsignalized Intersections<br \/>\nYuheng Tu, Chi Zhang<\/p>\n<p>6.2 A Real-Time LoRaWAN Tracking System in Railway Tunnels for Increasing Track Maintenance Personnel Safety<br \/>\nSean Yu Haw Goh, Andrew Keong Ng, Wilfred Yong Kang Loy, Thiam Siew Lim<\/p>\n<p>6.3 Configuring the optimal service of an intermodal bulk cargo transport service on the Danube corridor<br \/>\nCyril Alias, Jonas zum Felde, Herfried Leitner<\/p>\n<p>6.4 BusRouter \u2013 A Smart Routing System<br \/>\nAaron Yong Jun Chan, Zi Yang Edric Chan, Zheng Feng Cheah, Yi Xun Jonathan Tok, Victor Jia Xuan Tan, Kar Peo Yar, Huaqun Guo, Raymond Ching Bon Chan<\/p>\n<p>6.5 Safety Monitoring System for PPE Detection, Personnel Counting, and Facial Recognition using Computer Vision<br \/>\nWilfred Yong Kang Loy, Andrew Keong Ng, Sean Yu Haw Goh, Thiam Siew Lim<\/p>\n<div role=\"presentation\"><\/div>\n<div class=\"x_elementToProof\" role=\"presentation\"><b data-olk-copy-source=\"MessageBody\">Visit SIT Campus and Labs<\/b><\/div>\n<div class=\"x_elementToProof\">The visiting tour will start around 2:30pm on 30 September 2025 after last session. The route is shown in the below:<\/div>\n<ol start=\"1\">\n<li>W1 Level 3 Connexion and Partners Lounge<\/li>\n<li>W1 Level 5 The Ngee Ann Kongsi Library<\/li>\n<li>Singapore Hokkien Huay Kuan Collaboration Loop<\/li>\n<li>W3 Level 2 Campus Green<\/li>\n<li>W1 Level 2 The Forum<\/li>\n<li>Campus Boulevard<\/li>\n<li>E2 Level 2 Lectorial 9<\/li>\n<li>E2 Level 8 UI\/UX Studio<\/li>\n<li>E2 Level 7 SIX x NVIDIA AI Centre<\/li>\n<li>E2 Level 6 Cybersecurity Lab<\/li>\n<li>E2 Level 3 Future Communications Translation Lab<\/li>\n<li>E3 Level 2 Ho Bee Auditorium<\/li>\n<li>E5 Level 2 Multi-Purpose Hall<\/li>\n<li>E4 Food Court<\/li>\n<li>E1 SIT Layout<\/li>\n<li>End of Tour at E1 drop-off point \/ Level 2, W2<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Opening Speech: General Chair Prof Ian McLoughlin Session 1: Intelligent [&#8230;]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-96","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.8 - 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