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Forecasting

ProbStab: A probabilistic ML-assisted pipeline for genotype performance, stability, and risk evaluation in multi-environment trials

Mohammadreza Shiri

A Multitask Learning framework for E‐commerce time series analytics: Operational risk, demand forecasting, and anomaly detection

Junzhong He, Xiaorui An

Machine learning for predicting emergency department visits in patients with type 2 diabetes: A real-world, multi-institutional study

Sunyoung Kim, Hyunji Sang, [ ... ], Sang Youl Rhee

Predicting the finished fabric width and areal density (Grams per Square Meter) of commercially produced plain Single Jersey (100% Cotton) Knitted Fabric using Fuzzy Inference System (FIS)

Md. Yasin, Abdullah Ibna Rahman, [ ... ], A. T. M. Faiz Ahmed

A multi-objective portfolio optimization model incorporating sentiment analysis of quarterly reports and LSTM-based price prediction

Esmaeil Taheripour, Seyed Jafar Sadjadi, Babak Amiri

Sample-efficient fine-tuning with textual prompts for time series forecasting

Kaibin Wei, Jianqiang Jing, [ ... ], Xiannian Xie

Air quality index prediction using machine learning regression models: A comparative analysis

Fiaz Majeed, Sana Saleha, [ ... ], Arshad Ahmad

SST subseasonal-to-seasonal forecasting: A heterogeneous three-path fusion model with wavelet decomposition

Xiao Chen, Yihao Wang, Jing Chen, MingXin Liu

Intelligent compensation method for measurement errors in optical fiber current sensor caused by temperature variation based on the Levy-Weighted-QPSO-NN algorithm

Lin Cheng, Jianyong Luo, [ ... ], Shuangzan Ren

Development and internal validation of an early inpatient risk score for in-hospital mortality in acute pancreatitis: A retrospective cohort study

Abdulrahman Al-Dawoudi, Daniil Varlamov, [ ... ], Davis Freimanis

Research on robot path tracking method based on IDDPG-MPC

Haicheng Shen, Xun Xu, Zhiqiang Miao

Study on the influence of compaction energy and moisture content on the permeability and compression characteristics of granite-weathered soil

Haibo Lyu, Dongcheng Wei, Jianxiao Gu, Liyun Fan

Data-driven prediction and thermodynamic performance assessment of industrial cooling towers using advanced machine learning algorithms

Syed Rehman Jamil, Adeel Shehzad, [ ... ], Yasser Fouad

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