Intelligent Food Safety: A Prediction Model Based on Attention Mechanism and Reinforcement Learning by Mingxia Wu, Wei Liu, Shengyang Zheng

“…Anchored by historical correlation data and food-specific attributes, the framework initiates its journey by deploying a dual-layer LSTM network to extract salient features. Subsequently, the model undergoes feature augmentation via attention mechanism and reinforcement learning methodologies, culminating in the realization of highly precise food safety predictions. …”
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A model to predict outlet stores’ ratings using value, quality, selection, and help by Khalid M. Dubas, Saeed M. Dubas, David J. Hill

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Life Prediction Modeling Based on FOA and Interface Shapes Simulation Applicability Analysis of TBCs by Xiao Hu, Jing Tian, Yanting Ai, Yudong Yao, Tiannan Bao, Peng Guan

“…Based on the TBCs thermal fatigue experiment, a finite element model is established and combined with the Fruit Fly Optimization Algorithm (FOA), a TBCs life prediction model is established. …”
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Implementation of a disease trigger prediction model using AIML for early diagnosis of epilepsy by Aarohi Deshpande, Aarohi Gherkar, Avni Bhambure, Girish Shivhare, Shreyash Kolhe, Bhupendra Prajapati, Shama Mujawar

“…The purpose of the docking studies in the Machine Learning model gains valuable information about the genetic origin for the change in EEG values in Epileptic patients.The integration of predictive modeling with in-silico drug discovery enhances both the diagnostic and therapeutic dimensions of epilepsy care. …”
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Exchange rate predictability: Multi-State Markov-Switching model and trend with controlled smoothness by Alejandro Islas Camargo, Juan A. Zumaya Galván

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Educational resources recommendation algorithm based on GMF-MLP-NeuMF prediction model by Rui Wang, Qiusheng Cui, Yezhi Xiao, Jinfeng Du, Ruicheng Yue

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Assessment of landscape diversity in Inner Mongolia and risk prediction using CNN-LSTM model by Yalei Yang, Hong Wang, Xiaobing Li, Tengfei Qu, Jingru Su, Dingsheng Luo, Yixiao He

Subjects: “…Risk assessment and prediction…”
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Diagnostic validity of a marker model of first trimester in pregnancy in prediction of birth weight by Vujović Slavica, Šćepanović Anđelka, Terzić Milan, Đurović Milena

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State of Health Prediction for Lithium-Ion Batteries Using Transformer–LSTM Fusion Model by Xunfei Cai, Tundong Liu

“…To improve the accuracy of SOH prediction, this paper proposes a novel approach that combines multidimensional feature extraction and a transformer–LSTM fusion model. …”
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Cockpit-Llama: Driver Intent Prediction in Intelligent Cockpit via Large Language Model by Yi Chen, Chengzhe Li, Qirui Yuan, Jinyu Li, Yuze Fan, Xiaojun Ge, Yun Li, Fei Gao, Rui Zhao

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Multi-scale time series prediction model based on deep learning and its application. by Zhifei Yang, Jia Zhang, Zeyang Li

“…Traditional time series prediction models such as LSTM (Long Short- Term Memory) and CNN (Convolution Neural Network)-based models have limitations in dealing with complex nonlinear time dependencies and are difficult to capture the complex characteristics of traffic flow data. …”
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Prediction of Porous Adsorption and Apparent Porosity Based on the Generalized van der Waals Model by Qian Yang, Chaolin Wang, Mingxuan Shen

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Modelling prediction of gas release to improve quality of foods during low temperature storage by Chien-Shan Chiu, Ping-Hsiu Huang, Wen-Chien Lu, Po-Yuan Chiang, Po-Hsien Li

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Tigecycline-induced coagulation gene prognostic prediction model and intestinal flora signature in AML by Feng-Luan Zhong, Jia-Jun He, Jia-Jun He, Kun-Hao Bai, Kun-Hao Bai, Ruo-Nan Shao, Guo-Yan Wu, Xiao-Peng Tian, Da-Wei Wang, Yu-Jun Dai, Yu-Jun Dai, Si-Liang Chen

“…These genes were used for modeling analysis, and the results showed that the prepared model significantly improved the prognostic prediction efficiency for AML patients. …”
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Cancer-Associated Fibroblast Risk Model for Prediction of Colorectal Carcinoma Prognosis and Therapeutic Responses by Yan Wang, Zhengbo Chen, Gang Zhao, Qiang Li

“…Then, we evaluated whether the risk score could predict CAF infiltrations and immunotherapy in CRC and confirmed the expression of the risk model in CAFs. …”
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Study on characteristics of heavy precipitation and model prediction correction under typical topography in Guizhou by Zhiyu LI, Xiaoling DU, Yulei ZHU, Qingxia XIE, Tao WEI, Wenyu ZHOU, Diannan LI

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A Bayesian Structural Equation Model to Predict Quality of Life in European Older Adults by José M. Tomás, Aitana Sanz, Zaira Torres

“…This study aims to test a model for predicting the impact of frailty, pain, and loneliness on the four dimensions of quality of life (control, autonomy, pleasure, and self-realization). …”
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COMPARATIVE PERFORMANCE OF SARIMAX AND LSTM MODEL IN PREDICTING IMPORT QUANTITIES OF MILK, BUTTER, AND EGGS by Ghardapaty Ghaly Ghiffary, Eka Dicky Darmawan Yanuari, Khairil Anwar Notodiputro, Yenni Angraini, Laily Nissa Atul Mualifah

“…This study evaluates how well SARIMAX and LSTM models predict monthly imports of HS-04 commodities (butter, eggs, and milk) in Indonesia. …”
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A water quality prediction model based on neural network at data-scarce sites by Chuxiao Chen, Jinghua Hao

“…The predictive performance of AI models for surface water quality prediction at data-scarce sites remains to be investigated. …”
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Correction: Machine learning-based e-commerce platform repurchase customer prediction model. by Cheng-Ju Liu, Tien-Shou Huang, Ping-Tsan Ho, Jui-Chan Huang, Ching-Tang Hsieh

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