Table of Contents

• Predicting Foreign Exchange EUR/USD Direction Using Machine LearningKévin Cédric Guyard, Michel Deriaz. 1-9 [doi]
• An k-Nearest Neighbors Machine Learning Algorithm for the PM2.5 Early Warning System in Bang Khun Tian, Bangkok, ThailandKaboon Thongtha, Nopparat Pochai. 10-14 [doi]
• Customer Clusterization using Machine Learning ApproachFanindia Purnamasari, Umaya Ramadhani Putri Nasution, Marischa Elveny, Hayatunnufus Hayatunnufus. 15-19 [doi]
• Developing A System for Automatic Prediction of Polycystic Ovary Syndrome Using Machine LearningKemi Akanbi, Odunayo Gabriel Adepoju, Isaac Kofi Nti. 20-26 [doi]
• Smart Drying with Machine Learning MethodsNicholas Li Jian Chandra, Zhiyuan Chen, Chung Lim Law. 27-33 [doi]
• A More Precise Credit Score Computation Method Based on Big Data and Machine LearningLiang Zhang, Rujie Yu, Yifeng Lin, Yuer Yang. 34-38 [doi]
• Deep Reinforcement Learning for Vehicle Intersection Management in High-Dimensional Action SpacesFatima-Zahrae El-Qoraychy, Mahjoub Dridi, Jean-Charles Créput. 39-45 [doi]
• Applying the Forward-Forward Algorithm to Event-Based SensingSüleyman Emir Akin, Toygar Akgun. 46-51 [doi]
• Predicting Inpatient Deterioration in General Wards Using LSTMHo-Yu Wang, Mu-Hong Tsai, Ching-Jen Lin, Po-Lin Chen, Po-Fan Chen, Wei-Guang Teng. 52-58 [doi]
• Enhancing Deep Learning-based Depression Level Estimation Based on Multi-task LearningQingxin Ye, Zhenming Xie, Hao Sun 0013, Luyao Xin, Youwen Chen, Jian Song, Yen-Wei Chen 0001. 59-65 [doi]
• Classifying Consciousness States with Support Vector MachineJingming Gong, Chengyuan Shen, Jianting Cao. 66-71 [doi]
• Logistic Regression for Merchant Customer Churn Prediction: A Data-Driven ApproachAnandhini Medianty Nababan, Fanindia Purnamasari, Marischa Elveny, Chatarina Fransiska, Niskarto Zendrato, Umaya Ramadhani Putri Nasution, Romi Fadillah Rahmat. 72-77 [doi]
• Deep Reinforcement Learning for Autonomous Driving with Multi-Scenario Fusion: A Unified Reward Function ApproachDongkun Han, Sen Shen. 78-84 [doi]
• Machine Learning-Driven Optimization of Livestock Management: Classification of Cattle Behaviors for Enhanced Monitoring EfficiencyZhuqing Zhao, Halah Shehada, Dong Ha, Barbara Roqueto dos Reis, Robin White, Sook Shin Ha. 85-91 [doi]
• Multimodal Fusion with Cross-attention Transformer for HCC Early Recurrence Prediction from Multi-Phase CT and Clinical DataXianru Zhang, Fang Wang, Yinhao Li, Lanfen Lin, Hongjie Hu, Yen-Wei Chen 0001. 92-96 [doi]
• SegIt: Empowering Sensor Data Labeling with Enhanced Efficiency and SecurityZhen Zhang, Samuel Abraham, Alex Lee, Yichen Li, Gota Morota, Dong Sam Ha, Sook Shin Ha. 97-103 [doi]
• Predictive Modeling of Student Dropout Using Intuitionistic Fuzzy Sets and XGBoost in Open UniversityWalisa Romsaiyud, Piyaporn Nurarak, Tejtasin Phiasai, Montri Chadakaew, Noppawan Chuenarom, Pattamanun Aksorn, Amnart Thammakij. 104-110 [doi]
• Channel Estimation Model and Their Role in Optimizing Customer Lifetime Value with Robust OptimizationMarischa Elveny, Mahyuddin K. M. Nasution, Fanindia Purnamasari, Tengku Siti Meriam Tengku Wook. 111-117 [doi]
• Comparison of CURE Algorithms Before and After Attribute Deletion Using Forward Selection MethodUmaya Ramadhani Putri Nasution, Muhammad Anggia Muchtar, Fanindia Purnamasari, Hayatunnufus Hayatunnufus. 118-122 [doi]
• Real-world Data Clustering Based on Dominant Set and Nearest NeighborsChongwei Huang, Jian Hou. 123-127 [doi]
• Is LLaMA 3 Good at Identifying Emotion? A Comprehensive StudyJinran Zhang, Zhelu Mai, Zhuoer Xu, Zhaomin Xiao. 128-132 [doi]
• Predicting Stock Prices: Strategies of Ensemble Learning with Transformer, ARIMA, and Linear Regression ModelsLeila Mozaffari, Jianhua Zhang. 133-140 [doi]
• Is LLaMA 3 Good at Sarcasm Detection? A Comprehensive StudyZhelu Mai, Jinran Zhang, Zhuoer Xu, Zhaomin Xiao. 141-145 [doi]
• A Neural Matrix Decomposition Recommender System Model based on the Multimodal Large Language ModelAo Xiang, Bingjie Huang, Xinyu Guo, Haowei Yang, Tianyao Zheng. 146-150 [doi]
• Entropy-Guided Exploration in AlphaZero: Enhancing MCTS with Information Gain for Strategic Decision MakingShuqin Li, Xueli Jia, Yadong Zhou, Dong Xu 0019, Haiping Zhang, Miao Hu. 151-156 [doi]
• Improving Water Salinity Forecasting in Bang Pakong River with Attention MechanismThongthai Saksopit, Amnach Khawne. 157-162 [doi]
• Understanding Emotional and Cognitive Dynamics in Older Adults Using Personalized Care RobotsNarae Choi, Do-Hyung Park. 163-170 [doi]
• Financial Sentiment Analysis Meets LLaMA 3: A Comprehensive AnalysisZhelu Mai, Jinran Zhang, Zhuoer Xu, Zhaomin Xiao. 171-175 [doi]
• Sleepy Driver Detector using Facial Recognition with OpenCVMary Christine Tomas, Christian Ray Baje, Maria Isabella Angela Miguel, Nikki Esmeralda Rojas. 176-183 [doi]
• Research on Intelligent Recognition and Detection Technology for Power Transmission Lines Using Drone ImageryXiang Chen, Shuang Hou, Jianjun Li, Leru Wang. 184-191 [doi]
• Traffic Light Image Recognition for Detecting Violations Using Yolov5 Object Detection and Faster R-CNNJohn Paul Quilingking Tomas, Mary Angeline Arcaya, Mark Francis Perez, Mark Benedict Quinto. 192-197 [doi]
• An Individual Identification Method for Cetaceans Based on EfficientNetZheng Zhao, Guohua Gao, Zihan Zhang, Houhua Huang, Hongpeng Liu. 198-203 [doi]
• Image recognition of insect pests in Jingmen with YOLOv10Zheng-Ming Gao, QiQi Zhou, Juan Zhao 0004, Xiaoyu Wang. 204-208 [doi]
• Improved Diffusion Model for Fast Image GenerationMaoyu Mao, Zhuoyi Shen, Pengfei Fan. 209-216 [doi]
• A Hybrid Foreground Modeling Network for Multiple Fundus Lesion Segmentation Under Class ImbalanceZhaocan Yang, Shuang Liang, Yu Gu. 217-224 [doi]
• A Primary Comparison of Diffusion Models and Generative Adversarial Networks for Image SynthesisZhuoyi Shen, Maoyu Mao, Pengfei Fan. 225-234 [doi]
• Accurate Delineation of Multiple CT Liver Lesions by Deep Processing of Image PatchesAlireza Javadi, Amir Hossein Foruzan, Yen-Wei Chen 0001. 235-239 [doi]
• Neural Network - Particle Swarm Optimization and Akaike Information Criterion in Construction: Assessment of Delay Factors in Operation and Implementation of ProjectsPrince Daniel M. Pelisco, Divina R. Gonzales, Cris Edward Ferrer Monjardin, Kevin Lawrence M. de Jesus. 240-246 [doi]
• Visualizing and Analyzing Human Activity Patterns through Graph-Based MethodsSaima Ahmed Rahin, Bo Hui 0001, Wanwan Li. 247-259 [doi]
• X-ray segmentation and implant design using panoramic and tangential viewsYang Xing, Peixi Liao, Reem AwdhE Alasleh, Vissuta Khampatee, Farshid Alizadeh-Shabdiz. 260-265 [doi]
• Classification of Rice Leaf Diseases Across Distinct Datasets using CNNs and CycleGANKristsana Seepanomwan. 266-273 [doi]
• LLI Enhancement-Based Evaluation of E-Trike Detection on Roadways Using YOLOv7John Paul Q. Tomas, Mary Christine Tomas, Clint Audrey Dela Cruz, Eonn Gyle Milo Domingo, Mia Enciso, Darla Ionica Zoleta, Bonifacio Tobias Doma Jr.. 274-280 [doi]
• DSS-YOLOv7: An Enhanced YOLOv7-Based Algorithm for Classroom Behavior DetectionFulong Yao, Xi Chen, Yufan Jiang, Wenlong Jia. 281-289 [doi]
• Enhanced Aquaculture Monitoring: Real-time Fish Detection Underwater with YOLOv7John Paul Q. Tomas, Jimuel Cacayan, Jeremy Francisco, Paul Miguel Reonal, Angela Tamara. 290-294 [doi]