Predicting waste generation using Bayesian model averaging by M.G. Hoang, T. Fujiwara, S.T. Pham Phu, K.T. Nguyen Thi

Get full text

Modeling to predict cases of hantavirus pulmonary syndrome in Chile. by Elaine O Nsoesie, Sumiko R Mekaru, Naren Ramakrishnan, Madhav V Marathe, John S Brownstein

“…We adopted an information-theoretic approach to model ranking and selection. Data from 2001-2009 were used in fitting and data from January 2010 to December 2012 were used for one-step-ahead predictions.…”
Get full text

A MACHINE LEARNING DISTRACTED DRIVING PREDICTION MODEL by Samira AHANGARI, Mansoureh JEIHANI, Abdollah DEHZANGI

“…As a result, we achieved a 67.8% prediction accuracy using our model to predict driver distraction. …”
Get full text

Modeling and Predicting Time Series with Non-stationarity and Volatility by FENG Qiang, ZHAO Jianguang, YANG Rong, NIU Baoning

“…When dealing with volatility, LSTM models with a single-head attention mechanism are usually used, which have weak ability to capture global dependencies and affect prediction accuracy. …”
Get full text

Study on Noise Prediction Model and Control Schemes for Substation by Chuanmin Chen, Yang Gao, Songtao Liu

“…According to the characteristics of the substation noise and the techniques of noise reduction, a substation’s acoustic field model was established with the SoundPLAN software to predict the scope of substation noise. …”
Get full text

Economic-mathematical model for predicting financial market dynamics by Artur R. Musin

“…The main study purpose is developing a predictive economic-mathematical model that allows combining both approaches. …”
Get full text

Research on rock burst prediction based on an integrated model by Junming Zhang, Qiyuan Xia, Hai Wu, Sailei Wei, Zhen Hu, Bing Du, Yuejing Yang, Huaixing Xiong

Subjects: “…Rock burst prediction…”
Get full text

Prediction of Frost Occurrences Using Statistical Modeling Approaches by Hyojin Lee, Jong A. Chun, Hyun-Hee Han, Sung Kim

“…We developed the frost prediction models in spring in Korea using logistic regression and decision tree techniques. …”
Get full text

A Study on the Application of Explainable AI on Ensemble Models for Predictive Analysis of Chronic Kidney Disease by K. M. Tawsik Jawad, Anusha Verma, Fathi Amsaad, Lamia Ashraf

“…The goal of this research is to first develop an accurate ensemble model for prediction of unseen cases of CKD given the biomarkers. …”
Get full text

Topological analysis and predictive modeling of amino acid structures with implications for bioinformatics and structural biology by Huili Li, Anisa Naeem, Shamaila Yousaf, Adnan Aslam, Fairouz Tchier, Keneni Abera Tola

“…The findings reveal novel insights into the structural determinants of amino acid properties and present efficient predictive models for various attributes. This research contributes towards better understanding amino acid structures and offers practical applications in bioinformatics, drug design, and structural biology, enhancing the ability to manipulate and comprehend the molecular world.…”
Get full text

Predictive value of ASTRAL score modified by triglyceride glucose index for prognosis in ischemic stroke by PEI Lu-lu, CHAI Yuan, YANG Jun-zhe, YANG Jun-zhe, XU Yu-ming, SONG Bo

“…Conclusions The ASTRAL score modified by the TyG index (ASTRAL‐TyG model) improved the predictive value for poor prognosis in ischemic stroke patients.…”
Get full text

Guided Conditional Diffusion Classifier (ConDiff) for Enhanced Prediction of Infection in Diabetic Foot Ulcers by Palawat Busaranuvong, Emmanuel Agu, Deepak Kumar, Shefalika Gautam, Reza Saadati Fard, Bengisu Tulu, Diane Strong

Get full text

Evaluating predictive performance, validity, and applicability of machine learning models for predicting HIV treatment interruption: a systematic review by Williams Kwarah, Frances Baaba da-Costa Vroom, Duah Dwomoh, Samuel Bosomprah

Subjects: Get full text

Predicting Functional Decline in Geriatric Abdominal Surgery Patients: Unveiling Incidence, Risk Factors, and Innovative Predictive Models in Thailand by Poungkaew Thitisakulchai, Arunotai Siriussawakul, Sunit Jarungjitaree, Nipaporn Sangarunakul, Piyapat Dajpratham

Get full text

Evaluating SORT and ACS NSQIP risk prediction models: assessing predictive accuracy for mortality in high-risk colorectal patients by Jessica Quimpo, Joelle Wong, Kyle Lam, Sundar Ashok

Get full text

Development of Machine Learning–Based Risk Prediction Models to Predict Rapid Weight Gain in Infants: Analysis of Seven Cohorts by Miaobing Zheng, Yuxin Zhang, Rachel A Laws, Peter Vuillermin, Jodie Dodd, Li Ming Wen, Louise A Baur, Rachael Taylor, Rebecca Byrne, Anne-Louise Ponsonby, Kylie D Hesketh

“…Of the 8 algorithms, the Gradient Boosting model showed the most favorable predictive accuracy. …”
Get full text

Bridging Predictive Insights and Retention Strategies: The Role of Account Balance in Banking Churn Prediction by Tahsien Al-Quraishi, Osamah Albahri, Ahmed Albahri, Abdullah Alamoodi, Iman Mohammed Sharaf

Subjects: “…customer churn prediction…”
Get full text

Diabetes Prediction Through Linkage of Causal Discovery and Inference Model with Machine Learning Models by Mi Jin Noh, Yang Sok Kim

“…As the global diabetes population continues to increase, it is crucial to identify its causes. Therefore, we predicted diabetes using an AI model and quantitatively examined causal relationships using a causal discovery and inference model. …”
Get full text

A graph model for genomic prediction in the context of a linear mixed model framework by Osval A. Montesinos‐López, Gloria Isabel Huerta Prado, José Cricelio Montesinos‐López, Abelardo Montesinos‐López, José Crossa

“…Abstract Genomic selection is revolutionizing both plant and animal breeding, with its practical application depending critically on high prediction accuracy. In this study, we aimed to enhance prediction accuracy by exploring the use of graph models within a linear mixed model framework. …”
Get full text

Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level Prediction by Daniela Gerz, Ivan Vulić, Edoardo Ponti, Jason Naradowsky, Roi Reichart, Anna Korhonen

Get full text