A Hybrid Mathematical Framework for Dynamic Incident Prioritization Using Fuzzy Q-Learning and Text Analytics by Arturo Peralta, José A. Olivas, Pedro Navarro-Illana, Juan Alvarado

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Exploring the in silico adaptation of the Nephroblastoma Oncosimulator to MRI scans, treatment data, and histological profiles of patients from different risk groups by Marcel Meyerheim, Foteini Panagiotidou, Eleni Georgiadi, Eleni Georgiadi, Dimitrios Soudris, Georgios Stamatakos, Norbert Graf

Subjects: “…multiscale cancer modeling…”
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Management model of higher education based on innovative using fuzzy sets by Chunyan Xing

“…Education management models have recently emerged with plans to make school administration more effective and efficient. …”
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Enhancing Urban Parking Efficiency Through Machine Learning Model Integration by Sai Sneha Channamallu, Sharareh Kermanshachi, Jay Michael Rosenberger, Apurva Pamidimukkala

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Optimizing Methanol Injection Quantity for Gas Hydrate Inhibition Using Machine Learning Models by Mohammed Hilal Mukhsaf, Weiqin Li, Ghassan Husham Jani

“…Machine learning offers a robust solution by leveraging pipeline condition data to effectively forecast methanol needs. We evaluated four models—extreme gradient boosting (XGBoost), random forest (RF), decision tree (DT), and k-nearest neighbors (KNN)—to predict the methanol quantities required for hydrate prevention in gas pipelines. …”
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Design of an Iterative Method for Malware Detection Using Autoencoders and Hybrid Machine Learning Models by Rijvan Beg, R. K. Pateriya, Deepak Singh Tomar

“…With the addition of Gradient Boosted Decision Trees (GBDT) to features derived from Convolutional Neural Networks (CNN), we further improve the capability of the model. …”
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An evaluation system based on multilevel model of fuzzy comprehensive evaluation for natural resources in agriculture by LI Shao-wen, XIONG Fan-lun, SHAO Shan-mei, ZHU Li-wu

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On One Method of Making Management Decisions in Market Strategies of Brand Promotion by Mobile Operators (Continuation) by A. N. Tsatsulin

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Identification of water sources of mine water bursts based on the FPS-DT model by Kaide Liu, Yu xia, Xiaolong Li, Chaowei Sun, Wenping Yue, Qiyu Wang, Songxin Zhao, Shufeng Chen

“…The SMOTE algorithm is then applied to address the issue of class imbalance. Based on this, a decision tree model (FPS-DT) is constructed using the CART algorithm. …”
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A Multi-Model Ontological System for Intelligent Assistance in Laser Additive Processes by Valeriya Gribova, Yury Kulchin, Alexander Nikitin, Pavel Nikiforov, Artem Basakin, Ekaterina Kudriashova, Vadim Timchenko, Ivan Zhevtun

Subjects: “…decision support system…”
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QEFSM model and Markov Algorithm for translating Quran reciting rules into Braille code by Abdallah M. Abualkishik, Khairuddin Omar, Ghadeer A. Odiebat

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Improving deceased donor kidney utilization: predicting risk of nonuse with interpretable models by Ruoting Li, Sait Tunç, Osman Y. Özaltın, Matthew J. Ellis

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Machine Learning Approach to Model Soil Resistivity Using Field Instrumentation Data by Md Jobair Bin Alam, Ashish Gunda, Asif Ahmed

“…Linear regression and decision tree models exhibited suboptimal performance because of their limitations in capturing non-linear relationships and overfitting, respectively. …”
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The Automatable Activity–Based Approach to Complexity Unit Scoring as a task-specific model approach to monetizing outcomes of pathology artificial intelligence solutions by Stavros Pantelakos, Martha Nifora, Georgios Agrogiannis

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EU-Rotate_N - a decision support system - to predict environmental and economic consequences of the management of nitrogen fertiliser in crop rotations by C. R. Rahn, K. Zhang, R. Lillywhite, C. Ramos, J. Doltra, J. M. de Paz, H. Riley, M. Fink, C. Nendel, K. Thorup-Kristensen, A. Pedersen, F. Piro, A. Venezia, C. Firth, U. Schmutz, F. Rayns, K. Strohmeyer

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A point-of-research decision in synovial tissue engineering: Mesenchymal stromal cells, tissue derived fibroblast or CTGF-mediated mesenchymal-to-fibroblast transition by Alexandra Damerau, Marieluise Kirchner, Philipp Mertins, Frank Buttgereit, Timo Gaber

“…Fibroblast-like synoviocytes (FLSs) of the synovial membrane are a decisive factor in arthritis, making them a target for future therapies. …”
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Clinical Benefits of Sustained Oral Nirmatrelvir/Ritonavir Use for the Outpatient Treatment of COVID-19: Findings from the Taiwanese Health Authority Perspective Using a Decision Tree Modeling Approach by Matthew Sussman, Jennifer Benner, Tendai Mugwagwa, Jackie Lee, Sheng-Tzu Hung, Ya-Min Yang, Yixi Chen

“…This analysis assessed the impact of sustained utilization of NMV/r on COVID-19-associated healthcare resource utilization (HCRU) and mortality from the Taiwanese health authority perspective (THAP). A decision tree model estimated the incremental number of clinical events associated with NMV/r utilization over a 30-day period. …”
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Multi-Decision Vector Fusion Model for Enhanced Mapping of Aboveground Biomass in Subtropical Forests Integrating Sentinel-1, Sentinel-2, and Airborne LiDAR Data by Wenhao Jiang, Linjing Zhang, Xiaoxue Zhang, Si Gao, Huimin Gao, Lin Sun, Guangjian Yan

“…With airborne light detection and ranging (LiDAR)-derived AGB as a reference, a three-stage optimization strategy was developed, including stepwise feature selection (SFS), hyperparameter optimization, and multi-decision vector fusion (MDVF) model construction. Initially, the optimal feature subsets for each model were identified using SFS, followed by hyperparameter optimization through a grid search strategy. …”
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Le calcul et le politique by Stefan C. Aykut, Alain Nadaï

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Neural population dynamics underlying evidence accumulation in multiple rat brain regions by Brian DePasquale, Carlos D Brody, Jonathan W Pillow

Subjects: “…decision-making…”
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