Career path prediction using XGBoost Model and students’ academic results by Hong Quan Nguyen, Duc Dang Khoi Nguyen, Tan Duy Le, An Mai, Kha Tu Huynh

“… This paper proposes an approach for constructing a system for career prediction by applying the eXtreme Gradient Boosting (XGBoost) Decision Tree model to the academic results of Ho Chi Minh International University’s School of Computer Science and Engineering graduates in the past 5 years. …”
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Career path prediction using XGBoost Model and students’ academic results by Hong Quan Nguyen, Duc Dang Khoi Nguyen, Tan Duy Le, An Mai, Kha Tu Huynh

“… This paper proposes an approach for constructing a system for career prediction by applying the eXtreme Gradient Boosting (XGBoost) Decision Tree model to the academic results of Ho Chi Minh International University’s School of Computer Science and Engineering graduates in the past 5 years. …”
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The Impact of the EU Enlargement on the Speed of Decision-Making by Nikolai Yu. Kaveshnikov, Alexey O. Domanov

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Detailed Command vs. Mission Command: A Cancer-Stage Model of Institutional Decision-Making by Rodrick Wallace

“…Those accustomed to acting within ‘normal’ bureaucracies will have experienced the degradation, distortion, and stunting imposed by inordinate levels of hierarchical ‘decision structure’, particularly under the critical time constraints so fondly exploited by John Boyd and his followers. …”
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Impact of an improved random forest-based financial management model on the effectiveness of corporate sustainability decisions by Jianhui Zhang

“…In order to provide early warning for financial risks of enterprises, improve the accuracy of identifying financial risks, avoid financial crises, and provide assistance for sustainable development decisions, this paper proposes a financial management model based on modified random forest. …”
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Developing an applied model for making decisions towards the end of life about care for someone with dementia. by Nathan Davies, Tanisha De Souza, Greta Rait, Jessica Meehan, Elizabeth L Sampson

“…Interviews were analysed using thematic analysis and findings were mapped onto the Interprofessional Shared Decision Making model, refined to produce a modified model of decision-making in dementia.…”
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Decision-making model for production and operation of underground gold mines considering low-carbon condition by Jie Hou, Yingyu Gu, Guoqing Li, Guangjun Guo, Qianqian Yu

“…Abstract Within the framework of a low-carbon transition and integrated mineral resource exploitation, this study presents an innovative system dynamics (SD) model designed to optimize decision-making and enhance profitability in underground gold mining operations. …”
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Applying Fuzzy Decision-Making and Markov Chain Modelling for Detecting Life Cycle of RC Bridges by Ahmed Abdelallim, Yasmin shalaby, Gamal Ebrahim, Mohamed Badawy

“…The introduced models provide valuable insights to provide proper Maintenance, Repair, and Replacement (MRR) decisions for the bridges.…”
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Computational and analytical models for differen-tial equations with approximate data on the basis of the submission of the decision of the integrals by Viktoria I. Naats, Igor E. Naats, Roman A. Ryskalenko

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SGD-TripleQNet: An Integrated Deep Reinforcement Learning Model for Vehicle Lane-Change Decision by Yang Liu, Tianxing Yang, Liwei Tian, Jianbiao Pei

“…To address these issues, this paper proposes a novel integrated deep reinforcement learning model called “SGD-TripleQNet” for autonomous vehicle lane-change decision-making. …”
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Integrating human decision-making into a hydrological model to accurately estimate the impacts of agricultural policies by Mahesh R. Tapas, Gregory Howard, Randall Etheridge, Matthew Mair, Ariane L. Peralta

“…This result highlights a critical limitation of traditional modeling approaches and underscores the importance of integrating human decision-making into environmental policy analysis. …”
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Prediction of sleep disorders using Novel decision support neutrosophic based machine learning models by Nihar Ranjan Panda, Surapati Paramanik, Prasanta Kumar Raut, Ruchi Bhuyan

“…This study introduces a novel decision support system utilizing a neutrosophic machine learning prediction model to enhance the accuracy and reliability of sleep disorder diagnosis. …”
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Decision models enhancing environmental flow sustainability: A strategic approach to water resource management by Seiran Haghgoo, Jamil Amanollahi, Barzan Bahrami Kamangar, Shahryar Sorooshian

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Model of three-way decision based on the space of set pair information granule and its application by Chun-ying ZHANG, Li-ya WANG, Ming-xia LI, Bao-xiang LIU

“…Through the analysis of the existing theory and method of three-way decision,model of three-way decision based on the space of set pair information granule was proposed,which was to explain the intension and extension of three-way decision on the view of unity of opposites.Firstly the space structure of set pair information granule can be di-vided into positive granule,negative granule,different granule,which were similar and slightly different with three re-gions of generalized three-way decision.The three kinds of information granules in set pair information granule space were built based on certain positive degree,negative degree and different degree.Secondly,according to the given threshold,set pair information granule is divided into mutually disjointing positive region,negative region and different region.Based on these three regions,the computing method of decision loss function is put forward,and the process of decision-making algorithm is obtained use the three-way decision method of set pair information granule space to evalu-ate and make decision on risk investment,then good decision results have been achieved.…”
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Stakeholder’s response to COVID-19 using Protective Action Decision Model: Perception of Saudi citizens by Praveen K. Maghelal, Michael Lindell, Hassan Taibah, Sudha Arlikatti

“…Saudi citizens’ perceptions of community stakeholders involved with coronavirus disease 2019 (COVID-19) were assessed using the Protective Action Decision Model (PADM) model. Responses of 329 employees and students of King Abdulaziz University were analysed for their perceptions and protective actions taken in response to the risk of contracted COVID-19. …”
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Bridging behavioral theory and household energy decisions: enhancing agent-based models with behavioral analysis by Mariëlle Rietkerk-van der Wijngaart, Lynn de Jager, Lynn de Jager, Geeske Scholz, Emile Chappin, Gerdien de Vries

Subjects: “…agent-based models…”
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Evaluating the Impact of the DECIDE Model on Decision-Making Skills in Elementary Teacher Education Students in Indonesia by Moh Salimi, Ratna Hidayah, Suhartono, Tri Saptuti Susiani, Wahyono, Achmad Basari Eko Wahyudi, Laksmi Evasufi Widi Fajari

“…This study aims to evaluate decision-making skills using the DECIDE model among elementary teacher education students in Indonesia. …”
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Retracted: Enterprise Management Decision and Financial Management Based on Dynamic Cost Volume Profit Model by Journal of Function Spaces

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Clinical decision support for pharmacologic management of treatment-resistant depression with augmented large language models by Roy H. Perlis, Pilar F. Verhaak, Joseph Goldberg, Cristina Cusin, Michael Ostacher, Gin S. Malhi, Carlos A. Zarate, Richard C. Shelton, Dan V. Iosifescu, Mauricio Tohen, Manish Kumar Jha, Martha Sajatovic, Michael Berk

“…Conclusion: An augmented language model demonstrated moderate agreement with expert recommendations and avoided contraindicated treatments, suggesting potential as a tool for supporting complex psychopharmacologic decision-making in treatment-resistant depression.…”
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Decision vector model in predicting social behavior (on the example of the secondary analysis of the pre-election surveys) by N. S. Babich, S. M. Kharun

Subjects: “…decision vector model…”
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