Annual Variation Characteristics of Air Conditioning Operating Behavior and Its Impact on Model Application in Office Buildings by Xin Zhou

Subjects: “…air-conditioning operating behavior prediction…”
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Model Predictive Control Using an Artificial Neural Network for Fast-Charging Lithium-Ion Batteries by Joris Jaguemont, Ali Darwiche, Fanny Bardé

“…Validation against prior MPC results demonstrates MPCANN’s ability to replicate MPC behavior across temperatures, achieving strong alignment in current and temperature predictions. …”
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Evaluation of fatigue performance of asphalt materials based on their relaxation behavior by Beibei Zhang, Mengqi Jing

“…Furthermore, a fatigue performance prediction equation based on the repetitive stress relaxation-recovery test is established. …”
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Integrating ontogenetic and behavioral analysis in fossil and extant Lynx pardinus (Temminck, 1827) by Israel Jesus Jimenez, Rebeca García-González, Montserrat Sanz, Joan Daura, Ignacio de Gaspar, María Isabel García-Real, Nuria García

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Predicting future brand value: The role of machine learning monitoring by Ahmad Al Adwan, Ghaiath Altrjman, Lu’ay Al-Mu’ani

“…Results indicated that all proposed factors significantly influenced the prediction of future brand value, with purchase frequency (β = 2.681), industry trend monitoring (β = 2.228), consumer behavior (β = 0.353), and social media metrics (β = 0.345) showing statistically significant effects (p < 0.05). …”
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An equipment behavioral study in fluidic production processes using data for an optimized predictive maintenance: Application to pneumatic valves in biopharmaceutical Industry by Wadel Florent, Tighazoui Ayoub, Houssin Remy, Coulibaly Amadou

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Personality traits prediction based on eye movements while reading manga by Yuichi Wada

“…Specifically, we aimed to predict individuals’ personal traits using eye movements that reflect gaze behaviors while reading manga (Japanese comics).MethodsWe recorded the eye movements of 51 participants as they read manga and trained several machine learning classifiers to predict the levels of each of the self-reported Big Five personality traits from the eye movement features extracted from their reading behavior. …”
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Big Data Analytics in E-commerce Driving Business Decisions Through Customer Behavior Insights by Pande Pooja, Kulkarni Adokshaja Krishnarao, P Balamurugan, S Balakrishnan, Ramalingam Vanaja, R Revathi

“…This proposition seeks to find out the significant opportunities BIG Data Analysis can offer to e-commerce and generate analytic decisions about customer behavior. With evolving e-commerce, consumer actions have been the most important factor for businesses keeping competitive. …”
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A causal intervention framework for synthesizing mobility data and evaluating predictive neural networks by Ye Hong, Yanan Xin, Simon Dirmeier, Fernando Perez-Cruz, Martin Raubal

Subjects: “…Mobility behavior…”
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Predictions of bimanual self-touch determine the temporal tuning of somatosensory perception by Noa Cemeljic, Xavier Job, Konstantina Kilteni

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Data-driven personalized marketing strategy optimization based on user behavior modeling and predictive analytics: Sustainable market segmentation and targeting by Bin Sun

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Data-driven personalized marketing strategy optimization based on user behavior modeling and predictive analytics: Sustainable market segmentation and targeting. by Bin Sun

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Prediction of Thermal Cracking During Construction of Massive Monolithic Structures by Vasilina Tyurina, Anton Chepurnenko, Vladimir Akopyan

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DEVELOPING A PREDICTIVE MODEL OF SOCIAL COGNITIVE INFLUENCES ON PHYSICAL ACTIVITY IN MIDDLE-AGED AND OLDER ADULTS: A CROSS-SECTIONAL STUDY by Novita Intan Arovah, Juni Kurniawaty, Hartiah Haroen

“…Developing effective physical activity programs, however, requires comprehension of factors influencing physical activity behavior. Aims: This research aimed to develop a predictive model of social cognitive influences on moderate and vigorous physical activity (MVPA) in this demographic. …”
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Ice Nucleation Behavior in Supercooled Water with Varying Wall Contact Area by LU Chenlü, WANG Liping, MENG Hangfei, LIU Hong, WANG Fuxin

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Bearing Behaviors of Grouted Sleeve Connections After High Temperature Followed by Water Cooling Under Cyclic Loading by Wangxi Zhang, Jialu Wang, Yibo Zhou, Jia Wang, Weijian Yi

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Pedestrian Crossing Direction Prediction at Intersections for Pedestrian Safety by Younggun Kim, Mohamed Abdel-Aty, Keechoo Choi, Zubayer Islam, Dongdong Wang, Shaoyan Zhai

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Dem-driven investigation and AutoML-Enhanced prediction of Macroscopic behavior in cementitious composites with Variable frictional parameters by Vahid Shafaie, Majid Movahedi Rad

“…This study presents a numerical investigation and predictive modeling framework to evaluate the influence of microscale frictional parameters on the mechanical behavior and failure mechanisms of cementitious composites. …”
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Effect of fracture energy estimation on the predictions of mode II behavior of bonded joints using cohesive zone models by Michele Perrella, Enrico Armentani, Giuseppe Lamanna, Valentino Paolo Berardi

“…The mode II cohesive traction-separation law was identified by numerical differentiation of SERR and best fit equation systems were adopted for an analytical description of cohesive interface behavior. Moreover, the obtained CZM laws were used for predicting the decohesion process by finite element analyses. …”
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Predicting the Determinants of Nutritional Behaviors among High School Female Students: The Application of Extended Theory of Reasoned Action by Zahra Baji, Ghodratollah Shakerinejad, Masoumeh Tehrani, Farzaneh Jarvandi, Saeedeh Hajinajaf

“…Also 56% of behavioral intention changes and 24% of nutritional behavior changes of students were predicted by this extended model. …”
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