Privacy-Aware Table Data Generation by Adversarial Gradient Boosting Decision Tree by Shuai Jiang, Naoto Iwata, Sayaka Kamei, Kazi Md. Rokibul Alam, Yasuhiko Morimoto

“…To address these limitations, this study proposes a novel adversarial learning framework integrating gradient boosting trees for synthesizing table data, called Adversarial Gradient Boosting Decision Tree (AGBDT). Experimental evaluations on several datasets demonstrate that our method outperforms representative baseline models regarding statistical similarity and machine learning utility. …”
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Game Interactive Learning: A New Paradigm towards Intelligent Decision-Making by Junliang Xing, Zhe Wu, Zhaoke Yu, Renye Yan, Zhipeng Ji, Pin Tao, Yuanchun Shi

“…The proposed paradigm first inherits methods in game theory to model the agents and their preferences in the complex decision-making process. …”
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Factors affecting farmers’ decision to join coffee producer cooperatives to improve their welfare by Intan Parumbuan Rombeallo, Muhammad Hatta Jamil, Didi Rukmana

“…The aim of this research is to evaluate the farmer characteristics, knowledge, social and economic factors that influence the decision to join a cooperative, as well as its impact on farmers’ welfare. …”
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Online marketing campaigns’ aesthetics: Measuring the direct effect on customers’ decision-making by Abdullah AlSokkar, Jassim Al-Gasawneh, Mohammed Otair, Mahmoud Alghizzawi, Deemah Alarabiat, Dalia Al Eisawi

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Distributed decision making for unmanned aerial vehicle inspection with limited energy constraint by Qi Wang, Haomin Zhu, Gang Pan, Jianguo Wei, Chen Zhang, Zhu Huang, Guowei Ling

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Interpretable GBDT Model for Analysing Ridership Mechanisms in Urban Rail Transit: A Case Study in Shenzhen by Wenjing Wang, Haiyan Wang, Jian Xu, Chengfa Liu, Shipeng Wang, Qing Miao

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Using Genetic Algorithm in Optimizing Decision Trees for Credit Scoring of Banks Customers by Mahmood i Alborz, Mohammad Ebrahim Mohammad Pourzarandi, mohammad khanbabaei

“…Results show that the accuracy of proposed classification model is more than almost the entire decision tree models compared in this paper. …”
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Applying a system dynamics approach for decision-making in software testing projects. by Wang Li, Chih-Chiang Fang

“…Addressing this issue, our study introduces a system dynamics approach to develop a more adaptable software reliability growth model. This model is specifically designed to handle the complexities of modern software testing scenarios. …”
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Revisiting the voter as consumer analogy: an examination of Ghanaian voters decision-making process by Sayibu Ibrahim Nnindini, Kobby Mensah, Justice Boateng Dankwah, Paul Adjei Kwakwa

“…Thus, this study sought to examine Ghanaian voters’ decision-making process using a consumer decision-making model (The EKB model). …”
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The Research on Coordinated Decision-Making Method Tax System Based on Subject Data by Zhaoji Yu, Chuang Wei, Fang Hou, Xiaonan Chen

“…Using the model can make an analysis on the information of data warehouse, storage information, and tax information to provide decision support for the tax administrators.…”
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Optimal Decisions for Prepositioning Emergency Supplies Problem with Type-2 Fuzzy Variables by Xuejie Bai

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Expression and Analysis of Uncertainty in Deep Foundation Pit Design Scheme Decision-Making by Yu Cui, Qun Wang, Tiebing Chen, Ronghui Deng, Xiaoliang Chen

“…The effectiveness of the model is demonstrated through its application in the decision-making process for a commercial hotel’s deep foundation pit design scheme. …”
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A MapReduce-Based Decision-Making Approach for Multiple Criteria Sorting by Xiaoxin Mao, Zhanhe Du, Lanlan Zheng

“…To enable the parallel execution of the sorting procedure, a convex optimization model is formulated to estimate the parameters of the preference model. …”
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Beyond the Surface: A New Perspective on Dual-System Theories in Decision-Making by Guy Hochman

“…This refined understanding of dual-process models has significant implications for improving theoretical models of decision-making, providing a more comprehensive account of the cognitive mechanisms underlying human judgment and choice.…”
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From data to decisions: Leveraging ML for improved river discharge forecasting in Bangladesh by Md. Abu Saleh, H.M. Rasel, Briti Ray

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Evaluation of Decision Tree and Support Vector Machine Classifiers in Comparison for Flood Prediction by Suha Abdullah

“…The decision tree model was also more precise in flood prediction (1.00) and recall for non-flood cases (1.00), while for both models, the recall for flood cases was the same (0.88). …”
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RISK IN FINANCIAL DECISION-MAKING: A CONCEPTUAL FRAMEWORK FOR INVESTORS AND CORPORATE MANAGERS by Kateryna Hrytsiv, Jekaterina Kartašova

“… This paper explores the multifaceted nature of risk in financial decision-making by integrating traditional finance models with insights from behavioural finance. …”
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A Back Propagation Neural Network-Based Method for Intelligent Decision-Making by Hao Zhang, Jia-Hui Mu

“…This paper proposes a replenishment decision model with back propagation neural network multivariate regression analysis methods. …”
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Emission Reduction Decisions in the Agricultural Supply Chain Considering Dual Fairness Concerns by Huanhuan Wang, Qilan Zhao, Hanxing Cui, Junjie Guo, Qiuxia Zhang

“…To study the impact of the agricultural producer’s dual fairness concerns toward the manufacturer and retailer on profit distribution and emission reduction decisions, this paper develops a centralized model and two decentralized models (with and without dual fairness concerns) for a three-level agricultural supply chain. …”
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Design and Optimization of Hybrid CNN-DT Model-Based Network Intrusion Detection Algorithm Using Deep Reinforcement Learning by Lu Qiu, Zhiping Xu, Lixiong Lin, Jiachun Zheng, Jiahui Su

“…The experimental results show that the CNN–decision tree (DT) algorithm optimized by actor–critic (AC) achieves an accuracy of 0.9792 on the KDD dataset, which is 5.63% higher than the unoptimized CNN-DT model.…”
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