Research on Real-Time Control Strategy of Air-Conditioning Water System Based on Model Predictive Control by Dehan Liu, Jing Zhao, Yibing Wu, Zhe Tian

Subjects: “…model predictive control…”
Get full text

Model Predictive Control Method for Autonomous Vehicles Using Time-Varying and Non-Uniformly Spaced Horizon by Minsung Kim, Donggil Lee, Joonwoo Ahn, Minsoo Kim, Jaeheung Park

Subjects: Get full text

Predictability of Lifetime Nonsuicidal Self-injury by Symptoms of Sleep Disorders Using a Neural Network Model by Shakiba Rezaei, Azita Chehri, Saeede Sadat Hosseini, Mokhtar Arefi, Hassan Amiri

Subjects: Get full text

Risk Stratification for Cephalosporin-Induced Thrombocytopenia: Development and Validation of a Multidimensional Predictive Model in Older Adults by Li X, Lei W, Wang M, Xu L

Subjects: Get full text

Enhanced clash detection in building information modeling: Leveraging modified extreme gradient boosting for predictive analytics by Ali Shehadeh, Odey Alshboul, Madhar M. Taamneh, Aiman Q. Jaradat, Ahmad H. Alomari

Subjects: Get full text

Long-Term Retrospective Predicted Concentration of PM_2.5 in Upper Northern Thailand Using Machine Learning Models by Sawaeng Kawichai, Patumrat Sripan, Amaraporn Rerkasem, Kittipan Rerkasem, Worawut Srisukkham

“…ML techniques, namely multi-layer perceptron neural network (MLP), support vector machine (SVM), multiple linear regression (MLR), decision tree (DT), and random forests (RF), were used to construct the prediction models. The best ML prediction model was selected considering root mean square error (RMSE), mean prediction error (MPE), relative prediction error (RPE) (the lower, the better), and coefficient of determination (R²) (the bigger, the better). …”
Get full text

Multivariate Segment Expandable Encoder-Decoder Model for Time Series Forecasting by Yanhong Li, David C. Anastasiu

“…Additionally, MSEED incorporates a simple vanilla encoder-decoder model for strengthening rolling predictions. The framework has been tested on four challenging real-world datasets, focusing on two critical forecasting scenarios: long-term predictions (three days ahead) and rolling predictions (every four hours) to simulate real-time decision-making in water resource management. …”
Get full text

The application of multiple linear regression methods to FTIR spectra of fingernails for predicting gender and age of human subjects by L. Mihaly Cozmuta

Subjects: Get full text

On Woven Fabric Sound Absorption Prediction by Iwan PRASETIYO, Gradi DESENDRA, Melissa N. HERMANTO, Damar R. ADHIKA

Subjects: Get full text

THE IMPACT OF ARTIFICIAL INTELLIGENCE ON THE DEVELOPMENT OF PREDICTIVE COMPETENCE IN MODERN SPECIALISTS by Viacheslav Osadchyi, Maksym Pavlenko, Liliia Pavlenko, Oleksii Sysoiev, Vladyslav Kruglyk

Subjects: “…predictive competence…”
Get full text

Reconstructed hyperspectral imaging for in-situ nutrient prediction in pine needles by Yuanhang Li, Yuanhang Li, Jun Du, Jun Du, Chuangjie Zeng, Chuangjie Zeng, Yongshan Wu, Yongshan Wu, Junxian Chen, Junxian Chen, Teng Long, Teng Long, Yongbing Long, Yongbing Long, Yubin Lan, Yubin Lan, Xiaoliang Che, Tianyi Liu, Jing Zhao, Jing Zhao

Subjects: Get full text

Advanced Machine Learning Techniques for Predicting Concrete Compressive Strength by Mohammad Saleh Nikoopayan Tak, Yanxiao Feng, Mohamed Mahgoub

Subjects: “…machine learning models…”
Get full text

Bayesian Architecture for Predictive Monitoring of Unbalance Faults in a Turbine Rotor–Bearing System by Banalata Bera, Shyh-Chin Huang, Po Ting Lin, Yu-Jen Chiu, Jin-Wei Liang

“…Therefore, monitoring unbalance faults is essential for predictive maintenance. While conventional time-invariant mathematical models can assess the impact of these faults, they often rely on proper assumptions of system factors like bearing stiffness and damping characteristics. …”
Get full text

Balance Technologies for Calculating and Predictive Estimation of Labor Resources for Regional Socio-Economic Systems by V. A. Kurzenev, V. T. Perekrest, I. V. Perekrest

“…Petersburg EMI RAS (until 2018) in the framework of the direction “Economic and mathematical methods for state regulation of socially oriented economies at the regional level within the framework of innovative development models” is presented.…”
Get full text

Identify the underlying true model from other models for clinical practice using model performance measures by Yan Li

Subjects: “…Clinical risk prediction model…”
Get full text

Evaluation Model Based on the SGCNiFormer for the Influence of Different Storage Environments on Wheat Quality by Qingchuan Zhang, Zexi Song, Mingwen Bi

“…To address these challenges, this paper proposes a dual model system of “prediction-evaluation”, which integrates a dynamic quality prediction model based on SGCNiFormer with an evaluation framework based on K-Smeans clustering to establish a closed-loop mechanism from quality prediction to storage effect evaluation. …”
Get full text

Prediction of chicken gender before putting eggs in incubator using logistic regression model by Abbas Parchami, Ramin Aghaei Afshar, Erfan Fadaie, Hasan Ghaemi, Ehsanollah Sakhaee

“…This paper propose several regression models to predict the probability of hatch a cockerel from egg before it is even putted in an incubator. …”
Get full text

Predicting snow structures relevant to reindeer husbandry by Emma T. D. Perkins, Amanda H. Lynch, Vera Solovyeva, David A. Bailey

Get full text

Automatic prediction for IP backbone network traffic by Xuan WEI, Ke RUAN, Xiaoying HUANG, Xun CHEN, Cancan HUANG

Subjects: “…time series;traffic forecast;prediction model…”
Get full text

Automatic prediction for IP backbone network traffic by Xuan WEI, Ke RUAN, Xiaoying HUANG, Xun CHEN, Cancan HUANG

Subjects: Get full text