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Forecasting

Traffic condition prediction for highway within work zones under dynamic traffic organization changes

Feiping Xu, Bohan Liu, Hang Liu, Yonghao Wang, Jundong Wang, Chengcheng Wang

published 18 Jun 2026

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A hybrid transformer-BiLSTM model optimized with Firefly Algorithm for network traffic anomaly detection

Debiao Luo, Weijie Wang, Xinyue Liu, Wen Yang, Ke Hu, Jia Zhang

published 17 Jun 2026

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PianoGym: Safe post-action piano rhythm training with fatigue constraints

Xiaoyu Meng, Hui Shi, Ningning Liu, Zhuangzhuang Pan, Yan Xia

published 16 Jun 2026

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A two stage statistical framework for cold start spare part demand forecasting

Sendhil Nathan B, Veera Siva Reddy B, Chandrasekhara Sastry C, Sachin Salunkhe, Robert Cep, Santi Jitpichitchai

published 16 Jun 2026

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EMP: Enhanced Multi-modal Prediction for fashion sales using Fourier Mapping and ERP-based contrastive learning

Sanguk Park, Byungyoon Park, Seohyun Lee, Subin Shin, Wooju Kim

published 16 Jun 2026

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Data subdivision approach enhances machine learning-based mortality prediction in pediatric ICU patients

Wenqian Chen, Benjamin Lee, Zexi Zang, Junfeng Li, Lingna Huang, Hang Xing, Yanli Ren

published 16 Jun 2026

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Machine learning approaches for predicting preventive maintenance costs of expressways in Xinjiang

Chunyan Jia, Jianhui An, Shengqiang Ma, Xiaomin Dai

published 16 Jun 2026

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Modeling the drivers of trip satisfaction among Texas coastal anglers using creel survey data

Caren Collins, Shambhu Paudel, Elizabeth Harris, Hanna Bauer, Rileigh Hawk, Mark Fisher, Joel Anderson

published 15 Jun 2026

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Cross-dataset benchmarking of machine learning models for marine and atmospheric environmental prediction

Xuehua Zhou, Hanming Zhang, Tiantian Du, Quanbo Yuan, Huijuan Wang

published 12 Jun 2026

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An optimization method for flexible interconnection planning based on improved CNN-LSTM prediction and tunable relative entropy-driven chaotic evolution

Xiaoyan Zhao, Xubin Xing, Xiaoyan Guo, Jian Chao, Dapeng Hu, Xiangtao Zhuan

published 12 Jun 2026

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Time-to-event ensemble machine learning approach for predicting long-term survival of abdominal aortic aneurysm patients undergoing endovascular aneurysm repair

Hong-Jae Choi, Changhee Lee, Joon Seo Lim, You Jung Ok, Jae-Sung Choi, Jae Hwa Jeong, Yong Won Seong, Hyeon Jong Moon, Se Jin Oh

published 12 Jun 2026

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A simulation-based hybrid causal predictive framework for stockout risk analysis in supply chain

Emad Hafaf, Ahmad Bassam Alzubi, Kolawole Iyiola, Hasan Yousef Aljuhmani

published 11 Jun 2026

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Comparison of local large language models for extraction of signs and symptoms data from electronic health records

Isa Spiero, Merijn H. Rijk, Matthew A. Scheeres, Frans H. Rutten, Geert-Jan Geersing, Tamara N. Platteel, Karel G.M. Moons, Lotty Hooft, Johanna A.A. Damen, Roderick P. Venekamp, Artuur M. Leeuwenberg

published 10 Jun 2026

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