Predictive and Explainable Machine Learning Models for Endocrine, Nutritional, and Metabolic Mortality in Italy Using Geolocalized Pollution Data by Donato Romano, Michele Magarelli, Pierfrancesco Novielli, Domenico Diacono, Pierpaolo Di Bitonto, Nicola Amoroso, Alfonso Monaco, Roberto Bellotti, Sabina Tangaro

“…Performance was assessed using metrics such as coefficient of determination (<inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><msup><mi>r</mi><mn>2</mn></msup></semantics></math></inline-formula>), mean absolute error (MAE), and root mean squared error (RMSE), revealing that GB outperformed both RF and XGB, offering superior predictive accuracy and model stability (<inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><msup><mi>r</mi><mn>2</mn></msup></semantics></math></inline-formula> = 0.55, MAE = 0.17, and RMSE = 0.05). …”
Get full text

Analysis of risk factors and prediction model construction for poor healing of perineal wounds after vaginal delivery: A retrospective case-control study by Chunyu Cai, Shanshan Shan, Xiaoyan Chen, Xiao Yao, Ying Liu, Hui Jiang

Get full text

Substantial reduction in the clinical and economic burden of disease following variant-adapted mRNA COVID-19 vaccines in immunocompromised patients in France by Amy Lee, Benjamin Davido, Ekkehard Beck, Clarisse Demont, Keya Joshi, Michele Kohli, Michael Maschio, Mathieu Uhart, Nadia El Mouaddin

Get full text

Bankruptcy forecasting in enterprises and its security using hybrid deep learning models by Akshat Gaurav, Brij B. Gupta, Shavi Bansal, Konstantinos E. Psannis

Get full text

Identification and Validation of Tryptophan Metabolism–Related Genes in Diabetic Kidney Disease and Construction of a Clinical Prediction Model by Shaojie Liu, Qingqing Jiang, Wenli Li, Jinbao Shi, Binxuan Wu, Man Xiong, Liuying Huang

Get full text

Model Predictive Control of Uncertain Constrained Linear System Based on Mixed ℋ2/ℋ∞ Control Approach by Patience E. Orukpe

Get full text

A spatiotemporal model for urban taxi Origin–Destination prediction based on Multi-hop GCN and Hierarchical LSTM by Jiang Rong, Wangtu Xu, Yanjie Wen

“…Our model and dataset are open sourced at https://github.com/YanJieWen/OD-STGCN.…”
Get full text

An AI-based gravitrap surveillance for spatial interaction analysis in predicting aedes risk by Hsiang-Yu Yuan, Pei-Sheng Lin, Wei-Liang Liu, Tzai-Hung Wen, Yu-Chun Lu, Chun-Hong Chen, Li‑Wei Chen

Get full text

Multicenter validation of a machine learning model to predict intensive care unit readmission within 48 hours after dischargeResearch in context by Leerang Lim, Mincheol Kim, Kyungjae Cho, Dongjoon Yoo, Dayeon Sim, Ho Geol Ryu, Hyung-Chul Lee

Get full text

Exploring consumer intentions to purchase organic food with the health belief model and theory of planned behavior by Shrish Singh, Vijay Kumar Jain, Hemraj Verma, Preeti Sharma

Get full text

Ultrasonic Experimental Evaluation of the Numerical Model of the Internal Fluid Flow in the Kidney Cooling Jacket by Barbara Gambin, Ilona Korczak-Cegielska, Wojciech Secomski, Eleonora Kruglenko, Andrzej Nowicki

Get full text

PrediQt-Cx: post treatment health related quality of life prediction model for cervical cancer patients. by Satwant Kumar, Madhu Lata Rana, Khushboo Verma, Narayanjeet Singh, Anil Kumar Sharma, Arun Kumar Maria, Gobind Singh Dhaliwal, Harkiran Kaur Khaira, Sunil Saini

“…The objectives of the study were to compare the pre and the post treatment quality of life in cervical cancer patients and to develop a prediction model to provide an insight into the possibilities in the treatment modules.…”
Get full text

Models to Predict the Number of Infected Cases and Deaths from COVID-19 in Chile and Its Most Affected Regions by Francisco Novoa-Muñoz

Get full text

Prediction of Agricultural Water Consumption in 2 Regions of China Based on Fractional-Order Cumulative Discrete Grey Model by Yunhong Xu, Huadong Wang, Nga Lay Hui

Get full text

PERFORMANCE ANALYSIS OF LSTM MODEL WITH MULTI-STEP AHEAD STRATEGIES FOR A SHORT-TERM TRAFFIC FLOW PREDICTION by Erdem DOĞAN

Get full text

Research on the Prediction Model of Wheel Set Failure Rate for Urban Rail Trains Based on IPSO-BP Algorithm by HE Deqiang, SUN Yi, MENG Jiwei, LIU Jianren

Get full text

A Predictive Analysis of the Business Environment of Economies along the Belt and Road Using the Fractional-Order Grey Model by Lingling Pei, Jun Liu

Get full text

Real-Time Traffic Conflict Prediction at Intersections: A Novel Approach Integrating Statistical Models and Machine Learning by Chuanyun Fu, Jiaming Liu, Huahua Liu, Xiaoli Wang, Zhaoyou Lu, Jushang Ou, Wei Bai

Get full text

Prediction of Seawater Intrusion Run-Up Distance Based on <i>K</i>-Means Clustering and ANN Model by Jiatao Li, Zhenzhu Meng, Junkang Zhang, Yukai Chen, Jiewen Yao, Xinyue Li, Peng Qin, Xian Liu, Chunmei Cheng

“…The model’s performance is demonstrated through a high <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><msup><mi>R</mi><mn>2</mn></msup></semantics></math></inline-formula> value of 0.97 and low mean squared error (MSE) of 0.0092, surpassing traditional ANN models in its ability to capture complex wave dynamics.…”
Get full text

Gaussian process modeling and multi-step prediction for time series data in wireless sensor network environmental monitoring by Yan CHEN, Zi-jian WANG, Ze ZHAO, Dong LI, Li CUI

Get full text