An AI-Based Decision Support Framework for Clinical Screening of Iron Deficiency Anemia and Thalassemia by Kasikrit Damkliang, Thakerng Wongsirichot, Komsai Suwanno, Chutima Cheranakhorn, Sorawat Sangkeaw, Satanun Sottisataworn

“…Model interpretability, assessed using SHAP and Grad-CAM, highlighted key red blood cell morphological features. …”
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Enhancing Breast Cancer Diagnosis With Multi-Resolution Vision Transformers and Robust Decision-Making by Margo Sabry, Hossam Magdy Balaha, Khadiga M. Ali, Tayseer Hassan A. Soliman, Dibson Gondim, Mohammed Ghazal, Norah Saleh Alghamdi, Ayman El-Baz

“…This study aims to improve breast cancer (BC) diagnosis through a novel multi-resolution Vision Transformer (ViT)-based framework with ensemble decision-making, addressing limitations in traditional single-magnification models. …”
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Resource allocation algorithm for multi-beam LEO satellite based on decision performance evaluation by WANG Chaowei, PANG Mingliang, WANG Su, ZHAO Lingli, GAO Feifei, CUI Gaofeng, WANG Weidong

“…The optimization problem was modeled as a multi-objective optimization. The continuous resource allocation process with temporal correlation was modeled as a Markov decision process, and a decision-evaluation dual-network algorithm was proposed to solve it. …”
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CRITID: enhancing CRITIC with advanced independence testing for robust multi-criteria decision-making by Qiang Zhang, Jiahui Fan, Chaobang Gao

“…Abstract In multi-criteria decision-making and model evaluation, determining the weight of criteria is crucial. …”
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Real-Time Decision Support System for Dynamic Optimization in Multi-Product Process Manufacturing by Mustapha Belmouadden, Camelia Dadouchi, Robert Pellerin

“…Nevertheless, the availability of real-time decision support tools for dynamic adjustments in large-scale industries is currently limited. …”
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Framework for a multi-criteria decision support system for water permit allocation in Brazil by Carlos Ueslei Rodrigues de Oliveira, Peter Zeilhofer

“…The DSS integrates a one-dimensional model for assessing water availability with a multi-criteria decision analysis module, employing the Analytic Hierarchy Process combined with fuzzy logic for criteria weighting. …”
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Decision-Making Method Based on a Comprehensive Assessment of the Effectiveness of the Radio Frequency Spectrum by P. Yu. Lakizo

“…The article discusses proposals for the implementation of the methodology, the model and criteria for a symbolic description of the assessment of the effectiveness of the use of the radio frequency spectrum, including information and software implementation of a multi-agent system that allows for automated decision making, for a comprehensive assessment of the effectiveness of the use of the radio frequency spectrum. …”
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A Physarum-Inspired Decision-Making Strategy for Multisource Task Searching of Mobile Robots by Laihao Jiang, Hongwei Mo, Lifang Xu

“…Therein the synthetical field gradient model is established by introducing decision-making factor to obtain more accurate gradient information estimation. …”
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The Impact of Business Intelligence and Analytics Adoption on Decision Making Effectiveness and Managerial Work Performance by Luminița Hurbean, Florin Militaru, Mihaela Muntean, Doina Danaiata

“…This paper aims to contribute to bridging this gap by providing a research model that examines the relationship between BI&A adoption and manager’s decision-making effectiveness and then his individual work performance. …”
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Augmented Reality (AR) for Precision Farming: Enhancing Farmer Decision-Making in Pest Control by Tandi Moti Ranjan, Kumar Yalakala Dinesh

“…In using the Random Forest model for this purpose, pesticide usage was decreased by about 30%, while levels of pest control remained constant. …”
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Insights for informing energy transition policies – Are decision makers listening to science? The case of Chile by Juan Carlos Osorio-Aravena, Lorenzo Reyes-Chamorro, Jannik Haas, Jorge Aguilera, Rodrigo Palma-Behnke, Christian Breyer

“…The analysis showed that the gap is mainly based on three critical problems in modelling tools for simulating long-term energy scenarios: (1) low temporal resolution in the modelling; (2) overly pessimistic and even outdated cost projection assumptions for key technologies, especially for solar photovoltaics; and, (3) key enabling technologies and infrastructures are not fully represented, such as decentralised solutions, Power-to-X for e-fuel production, and sector coupling. …”
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Work-life Balance Decision-making of Norwegian Students: Implications for Human Resources Management by Remigiusz Gawlik, Gorm Jacobsen

“…Implications & Recommendations: The study revealed a need for deeper research on individually driven early decision-making of future employees and entrepreneurs. …”
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A multi-dimensional decision framework based on the XGBoost algorithm and the constrained parametric approach by Xinxin Wang, BingBing Zhang, Zeshui Xu, Ming Li, Marinko Skare

“…The constrained parametric approach is used to establish membership functions of linguistic variables, and then get the objective probabilities in the linguistic model, so that we can obtain a scientific decision matrix. …”
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The Role of Intellectual Capital on Financial Decision Making in Private Universities in Erbil City – Iraq by Ş. Gül Reís, Luqman M. Saeed, Kamal Mohammed Abdullah

“…The dependent variable of the study is financial decision making. Independent variables are human capital, structural capital, and customer capital which are dimensions of intellectual capital according to Stewart model. …”
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Quantitative dynamics of neural uncertainty in sensory processing and decision-making during discriminative learning by Soonho Shin, Joonsu Oh, Sun Kwang Kim, Yong-Seok Lee, Sang Jeong Kim

“…Our model shows that the neural representation of fS1 encodes uncertainties not only from vibratory stimuli but also from decision-making processes, emphasizing its crucial role across various biological contexts. …”
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Online English Teaching Course Score Analysis Based on Decision Tree Mining Algorithm by Xiaojun Jiang

“…Finally, the problems in the application of the retention prediction model are analyzed and corresponding suggestions are given.…”
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CSR Input and Recycling Decisions for Closed-Loop Supply Chain with Asymmetric Demand Information by Minghui Ni, Wenbo Bo, Xudong Qin, Fengmin Yao

“…Under asymmetric market demand information, this study examines CSR input and recycling decision making in CLSC. Four decision-making models were developed for CLSC, and the effects of consumer sensitivity to CSR input and demand information asymmetry on CLSC optimization were studied. …”
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Enterprise Innovation Decision-Making Towards Green and Sustainability from the Perspective of Cognitive Innovation by Thi Anh Phuong Tran, Xinshuo Hou

“…Based on a deductive approach and testing hypotheses through evaluating the measurement model and structural model using SmartPLS software, the research results determined the mechanism of forming firm innovation decisions in this study via the impact of customer expectations as a stimulating factor leading to awareness of innovation. …”
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Comparative evaluation of renewable energy investments: a multi-criteria decision-making approach by Ali Sadeghi, Akbar Maleki, Mohammad Hossein Ahmadi, Amir Hossein Kiani

“…Seven Multi-Criteria Decision-Making (MCDM) models—SAW, TOPSIS, ELECTRE, VIKOR, ARAS, COCOSO, and MARCOS—provide a robust validation of results. …”
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Optimizing Route Planning via the Weighted Sum Method and Multi-Criteria Decision-Making by Guanquan Zhu, Minyi Ye, Xinqi Yu, Junhao Liu, Mingju Wang, Zihang Luo, Haomin Liang, Yubin Zhong

“…This study aims to achieve path optimization through the weighted sum method and multi-criteria decision analysis. Firstly, this paper proposes a weighted sum optimization method using a comprehensive evaluation model to address TTDP, a complex multi-objective optimization problem. …”
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