F-DATA: A Fugaku Workload Dataset for Job-centric Predictive Modelling in HPC Systems by Francesco Antici, Andrea Bartolini, Jens Domke, Zeynep Kiziltan, Keiji Yamamoto

“…However, model development for accurate predictions is hindered by lack of voluminous public datasets. …”
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Deep learning based predictive models for real time accident prevention in autonomous vehicle networks by Ahmed Almutairi, Abdullah Faiz Al Asmari, Fayez Alanazi, Tariq Alqubaysi, Ammar Armghan

“…Within the realm of autonomous vehicle networks, this study presents an innovative accident prediction and prevention model that is referred to as A-LAPPM (Attention-based Long- and Short-Term Memory Autoencoder). …”
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Predictive fatigue life modelling for aluminum alloys winder high temperature and shot peening interact by Allawi H. Alwin, Hatem Ksibi

“…This model was compared with Miner’s rule to assess its predictive accuracy. …”
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Indoor Air Wellness: A Predictive Model for Pollution Control Using Advanced AI Techniques by Kalyan Chatterjee, Muntha Raju, Bhoomeshwar Bala, U. Nikitha, Gampala Prabhas, Naim Ahmad, Ayman Qahmash, Wade Ghribi, Bernardo Lemos, Saurav Mallik

“…This study introduces “Indoor Air Wellness”, a predictive model that utilizes advanced AI techniques, specifically integrating Kalman filtering and artificial neural networks, to enhance indoor air pollution prediction and management. …”
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A Predictive Model for Estimating Reservoir Impounding Time Based on the Net Inflow and Storage Volume by Harimukti Rosita R., Pitojo T. Juwono, Lily M. Limantara, Emma Yuliani

“…This research aims to develop a duration model for predicting the rise in water level during the initial impounding phase of a reservoir (from bed elevation to the normal storage volume elevation). …”
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Prenatal factors contribute to the emergence of kwashiorkor or marasmus in severe undernutrition: evidence for the predictive adaptation model. by Terrence E Forrester, Asha V Badaloo, Michael S Boyne, Clive Osmond, Debbie Thompson, Curtis Green, Carolyn Taylor-Bryan, Alan Barnett, Suzanne Soares-Wynter, Mark A Hanson, Alan S Beedle, Peter D Gluckman

“…We hypothesized that different developmental trajectories underlie these clinical-metabolic phenotypes: if so this would be strong evidence in support of predictive adaptation model of developmental plasticity.…”
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A predictive analytics approach with Bayesian-optimized gentle boosting ensemble models for diabetes diagnosis by Behnaz Motamedi, Balázs Villányi

“…Effective disease management necessitates the accurate and timely prediction of lung cancer and diabetes. Machine learning (ML) based models have garnered attention in the realm of predictive healthcare, with ensemble methods, in particular, bolstering algorithms to improve classification performance. …”
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In vitro differential diagnosis of clavus and verruca by a predictive model generated from electrical impedance. by Chien-Ya Hung, Pei-Lun Sun, Shu-Jen Chiang, Fu-Shan Jaw

“…In this study, electrical impedance is employed as a novel tool to generate a predictive model for differentiating these two diseases.…”
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Machine Learning and Multilayer Perceptron-Based Customized Predictive Models for Individual Processes in Food Factories by Byunghyun Lim, Dongju Kim, Woojin Cho, Jae-Hoi Gu

“…The results of this study demonstrate that straightforward data and models can accurately predict steam energy consumption for individual processes. …”
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Predictive modeling of rapid glaucoma progression based on systemic data from electronic medical records by Richul Oh, Hyunjoong Kim, Tae-Woo Kim, Eun Ji Lee

“…The predictive model was trained and tested using a random forest (RF) method and interpreted using Shapley additive explanation plots (SHAP). …”
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Optimizing agricultural yield: a predictive model for profitable crop harvesting based on market dynamics by Nilesh P. Sable, Nilesh P. Sable, Vinod Kumar Shukla, Parikshit N. Mahalle, Vijayshri Khedkar

“…To be more specific, we train and evaluate predictive models using 3 years' worth of agricultural data from Krushi Utpanna Bazar Samiti in Haveli Pune using several machine learning techniques, such as Random Forest (RF), Decision Trees (DT), Linear Regression (LR), and others. …”
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Power management in isolated microgrids using machine learning-based robust model predictive control by Chou-Yi Hsu, Amit Ved, Hannah Jessie Rani R, Zayd Ajsan Balsem, Nora Rashid Najem, Abhayveer Singh, P․Sasi Kiran, Ankita Aggarwal, Satish Kumar Samal, Alireza Kamranfar

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Optimizing in-hospital mortality predictive models in ACS patients: QTc prolongation and machine learning approaches by Hamrish Kumar Rajakumar

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Predictive Model of Endodontic Access in Maxillary Central Incisors Using Cone Beam Computed Tomography by Maria Llacer‐Martínez, María T. Sanz, Mar Jovani‐Sancho, Benjamín Martín Biedma, Elisabet Palazón Radford

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Comparative analysis of control methods with predictive models of six-phase permanent magnet synchronous motor by A. A. R. Rahim, S. N. Kladiev, S. Saeidi

Subjects: “…model predictive control…”
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Comparison of deep learning models for predictive maintenance in industrial manufacturing systems using sensor data by Wenjun Li, Ting Li

“…Abstract This paper presents a comprehensive comparison of deep learning models for predictive maintenance (PdM) in industrial manufacturing systems using sensor data. …”
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Development of a Predictive Model for Classifying Immune Checkpoint Inhibitor‐Induced Liver Injury Types by Jun Kitadai, Toshifumi Tada, Takanori Matsuura, Mayumi Ehara, Tatsuya Sakane, Miki Kawano, Yuta Inoue, Shoji Tamura, Aya Horai, Yuuki Shiomi, Yoshihiko Yano, Yuzo Kodama

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PREDICTIVE DISTRIBUTION TO DETERMINE LEARNING MODEL AT THE STRATEGIC COMPETENCE LEVEL OF STUDENTS IN STATISTICS GROUP COURSE by Mokhammad Ridwan Yudhanegara, Karunia Eka Lestari

“…From a statistical perspective, the dynamic situation can be modeled using a predictive distribution approach, so its characteristics can be studied. …”
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A dynamic predictive model for evaluating the impact of physical and social factors on energy conservation in buildings by Le Na Tran, Anbang Dai

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Model Predictive Control for Pneumatic Manipulator via Receding-Horizon-Based Extended State Observers by Yang Xu, Xiaohui Hao, Dongjie Zhu, Liangchao Wu, Peng Li

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