Table of Contents

• Enhancing Panic Attack Predictions: Addressing Data Imbalance in Machine Learning ModelsFazrul Ridha Alliandre, Erna Hikmawati. 1-5 [doi]
• Utilization of Process Mining to Analyze and Identify Improvement Opportunities in the New Student Admission ProcessIhfan Aditya Ghafur, Lukman Abdurrahman, Seno Adi Putra. 6-12 [doi]
• Breaking the Trackers: A Multi-Module Privacy Framework through Fingerprint Injection and Data isolationPannag Kumaar, Himank Bansal, Maryam Khan, Tania Somanna N, Sarasvathi V. 13-19 [doi]
• Forest Fire Inventory Dataset for Peninsular Malaysia (2001-2023) Generated Using a Framework with Google Earth Engine and Multi-Source Remote Sensing DataYee Jian Chew, Shih Yin Ooi, Ying-Han Pang. 20-26 [doi]
• Stock Portfolio risk analysis using multimodal dataSuyog K, Sushmitha T, Swathi, Uttam Ballal, Prema Ramasay. 27-32 [doi]
• Prioritizing Bugs using Stack Overflow PostsRaed Shatnawi Shatnawi. 33-39 [doi]
• Harnessing Patterns to Support the Development of Hybrid Quantum ApplicationsDaniel Vietz, Johanna Barzen, Martin Beisel, Frank Leymann, Lavinia Stiliadou, Benjamin Weder. 40-46 [doi]
• An Empirical Study of Risk Management Approaches in Information Systems Development Projects from the Vendor's Perspective: Evidence from JapanTingting Huang, Akinori Yokota, Ken-ichi Suzuki. 47-54 [doi]
• Design and Implementation of a Compact Educational Blockchain System to Aid Understanding of System Integrity and BehaviorKengo Matsui, Shigeki Hagihara. 55-59 [doi]
• Evaluation Criteria for Explainable AI in Intrusion Detection to Ensure the Creation of High-Quality Threat IntelligenceNoriyoshi Ozawa, Satoru Sunahara, Shigeki Hagihara. 60-66 [doi]
• Road Incident Detection SystemKarthik Nallapula, Sai Rahul Reddy Kona, Akshay Vutti, Hansika Pagadala, Gauri Sameer Rapate. 67-71 [doi]
• Risk-Based MITRE TTP Scoring for Proactive Cyber Threat Prioritization and ResponseS. M. Zia Ur Rashid, Mohammad Makchudul Alam, Irfanul Montasir, Ashfaqul Haq. 72-76 [doi]
• Integrating Cryptocurrency and Fiat Payments for a Serverless Water Billing System on Hyperledger Fabric Serverless Water Billing System on Hyperledger FabricGlicerio A Baguia, Chris Jordan Aliac, Larmie S. Feliscuzo, Cherry Lyn Cando Sta. Romana. 77-83 [doi]
• Designing Layout-Agnostic Stencils to Minimize Visual Distraction in In-Vehicle TouchscreensSarmad Soomro, Ahsanullah Abro. 84-89 [doi]
• Bridging the Security Gap: An Empirical Analysis of LLM-API Integration Vulnerabilities and Mitigation StrategiesSandro Hartenstein. 90-95 [doi]
• An Empirical Exploration of Cybersecurity Threats and Mitigation Strategies in Software TestingHussein Ali Al Hashimi. 96-106 [doi]
• Case Studies Toward Introducing Liveness on Interactive System Development with p5.jsMasaki Saito, Akira Sasaki, Hiroshi Hosobe. 107-114 [doi]
• OpenMIP: Towards an Open Toolkit for Medical Image ProcessingOualid Miloudi, Elmoukhtar Zemmouri. 115-119 [doi]
• Multi-Task Test Redundancy Reduction Optimization Problem based on the Brown Bear AlgorithmRoslina Mohd Sidek, Kamal Z. Zamli, Rozlina Mohamed. 120-125 [doi]
• Beyond One-Size-Fits-All: An Experimental Study on Evaluating Layout-Agnostic Tactile Stencils for In-Vehicle Touchscreen InteractionSarmad Soomro, Ahsanullah Abro. 126-131 [doi]
• Biomechanics of Lumber Spine using Microstructurally Realistic 3D Finite Element ModelingHaider Ali, Zartasha Mustansar. 132-136 [doi]
• Design and Development of non-invasive RF-Based Prototype for Bone Health EvaluationAyesha Inam Tarar, Zartasha Mustansar, Hafiz M. Yasir Bhatti, Khujasta Khalid, Waqar Ahmad Malik, Mohaira Ahmad. 137-141 [doi]
• Innovative Modeling Approach to Investigate Joint Loading in Astronaut BiomechanicsAyesha Jan, Zartasha Mustansar, Syed Irtiza Ali Shah. 142-147 [doi]
• Prediction of Standard Minute Value Using Machine Learning in the Garment IndustryMD Tasadul Islam Hemal, Yew Keong Sin, Ahmad Farimin Ahmad Osman, Yi Fei Tan. 148-153 [doi]
• Proposed Feature Dimensionality Reduction Method in a Predictive Model for Carbon Neutrality: A Hybrid Quantum-Classical ApproachGhifari Munawar, Nur Ulfa Maulidevi, Kridanto Surendro. 154-160 [doi]
• Multilevel Structural Equation Model Analysis Using Mplus : The Cross-level Role of Creative Classroom Environment in Children's Creativity EducationChang Liu, Xingli Zhang 0003, Jiannong Shi. 161-171 [doi]
• Time Series Classification with Composite ShapeletsMasayuki Okabe. 172-176 [doi]
• Development of Natural Fiber Classification System using Deep Convolutional Neural NetworkKeysed Ian Vargas Mahor, Meo Vincent Comia Caya, Jocelyn Flores Villaverde. 177-182 [doi]
• Classification of Black Garlic Grade Using Convolutional Neural NetworkRaymart Oquingan Villena, Jocelyn Flores Villaverde. 183-190 [doi]
• Application of a Hybrid CNN-SE-GCN Model with Multi-Loss Optimization and Adversarial Samples in Real-Time Emotion RecognitionYan Zhang, Jiacheng Li, Masato Noto. 191-197 [doi]
• Enhancing Masked Face Recognition with Real-Time Eye Blink Detection for Secure Access ControlSiew Chin Chong, Lee-Ying Chong, Kuok-Kwee Wee. 198-203 [doi]
• Modeling and Visualizing Human Experience in a Knowledge Graph: Understanding and Predicting Emotional Reactions to Life EventsOtmane Azeroual, Renaud Fabre, Radka Nacheva. 204-213 [doi]
• Copra Dryness Assessment using ResNet50Joseph Benedict Bacanto Espiritu, Edrick Rabina Madlangbayan, Jocelyn Flores Villaverde. 214-220 [doi]
• Enhancing Lung Cancer Diagnosis Prediction: A Feature Selection Approach to Improve Model PerformanceDanendra Satriyo Buwono, Erna Hikmawati. 221-226 [doi]
• Beyond The Bat: A Novel Video-Based Framework For Cricket Technique Emulation Through Image ProcessingSai Charan Papineni, Oshin Saraf, Karun Vr, Sai Krishna Muralidharan. 227-231 [doi]
• Detection and Identification of Abaca Plant Pests and Diseases using Computer Vision and Deep Neural NetworkPearl Joy Bernardo Rima, Jocelyn Flores Villaverde. 232-237 [doi]
• Learner Face Detection and Analysis in Smart Learning EnvironmentsMasashi Katsumata. 238-241 [doi]
• Performance Analysis of ML Models: An Overlook through the Perspective of VOCs to Detect Lung and Liver CancerNishita N. Joshi, Keertiraj Krishna Vernekar, Shriya Barad, Shruthi Venkatraman, Shruthi M. L. J. 242-247 [doi]
• Self-Attention-Enhanced Framework for Multi-Label Fundus Disease Detection in Imbalanced DatasetsZhiPeng Yu, Haonan Qin, Han Jiang, Pengfei Zhang. 248-253 [doi]
• Enhancing Machine Learning Accuracy in Water Quality Assessment and Potability Prediction Using Imputation and Balancing TechniquesRigel Rafiq Setiawan, Erna Hikmawati. 254-259 [doi]
• Proposing New Criteria for Early Stopping in CNN Training: A Step Towards Optimal TrainingLim Yong Sheng, Musa Mohd Mokji. 260-266 [doi]
• Designing a Quantum Annealing-Based Method for Optimizing Backpropagation Neural Networks in Greenhouse Gas Emissions PredictionWahyu Hidayat, Nur Ulfa Maulidevi, Kridanto Surendro. 267-272 [doi]
• Enhancing Predictive Accuracy in Agricultural Land Suitability with Machine Learning Using Feature Selection and Data BalancingLuthfi Revansyah Pratama, Erna Hikmawati. 273-278 [doi]
• Improving Fake News Detection in Arabic Using ML and DL AlgorithmsAbdallah Qusef, Hatem Mosa, Ammar El-Hassan. 279-283 [doi]
• Enhancing Global Air Quality Classification Using Efficient Machine Learning TechniquesMuhammad Haikel Nur Kamil Putra Mulyana, Erna Hikmawati, Rizza Indah Mega Mandasari. 284-289 [doi]
• Leveraging Machine Learning Techniques to Obtain Data for Virtual SensorsGe-Zhi Zhao, Yi Fei Tan, Hezerul Abdul Karim, Tze-Hang Cheeng, Ching-King Chia. 290-294 [doi]
• Improving Predictive Accuracy of Sales and Satisfaction Analysis Using Mean Imputation and Machine Learning ModelsRafi Bagus Prayoga, Erna Hikmawati, Rizza Indah Mega Mandasari. 295-300 [doi]
• ML Model for Predicting Tensile Strength of 3D-Printed Components Using Bayesian OptimizationVitaliy Mezhuyev, Sabine Hanusch, Paul Hofmann, Manfred Mücke. 301-306 [doi]
• Using Kazakh NER Datasets for Multiclass Classification in the Legal Domain: a Comparative Study of Bert, GPT, and LSTM ModelsDina Oralbekova, Orken Mamyrbayev, Ainur Akhmediyarova, Dinara Kassymova, Alibiyeva Zhibek. 307-312 [doi]
• LLM-Net: Democratizing LLMs-as-a-Service through Blockchain-based Expert NetworksZan-Kai Chong, Hiroyuki Ohsaki, Bryan Ng. 313-320 [doi]
• Distributed Inference of Large Language Models on Edge DevicesKarthik Namboori, Rohit P. Suresh, Sathwik Hj, Shriansh Mohanty, Jayashree Rangareddy. 321-326 [doi]
• Integration of AI in STEM Education: A Systematic ReviewAnh Hong Nguyen, Duc-Minh Nguyen, Anh-Duc Do, Lan Thi Ha Nguyen, Minh Hong Pham, Anh Thi Minh Do, Ban Quy Tran. 327-335 [doi]
• Application of Artificial Intelligence for Assessing Models Consistency in Model-Driven EngineeringSaliha Ejaz, Farooque Azam, Muhammad Waseem Anwar, Marwareed Rehman. 336-340 [doi]
• Interaction Design in AI Applications: A Systematic ReviewPuvana Venkidasalam, Amna Hatem Alshawa, Tek Yong Lim, Zhiqiang Luo. 341-347 [doi]
• Automated Scenario Generation for Autonomous Robots using Large Language ModelKyoji Tanaka, Kenji Hisazumi. 348-352 [doi]
• A Reproducible VPN Benchmarking Framework for Comparison Across ImplementationsManuel Fuchs, Stefan Machmeier, Sven Zelch, Vincent Heuveline. 353-359 [doi]
• Adaptive Context-Aware Hierarchical Resource Management Algorithm forKamran Awan, Abdullah Alqahtani. 360-366 [doi]