Big Data Analytics Framework for Decision-Making in Sports Performance Optimization by Dan Cristian Mănescu

“…This study proposes a comprehensive big data analytics framework that integrates data acquisition, processing, analytics, and decision support, demonstrated through synthetic datasets in football, basketball, and athletics case scenarios, modeled to represent typical data patterns and decision-making workflows observed in elite sport environments. …”
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Visualizing UNet Decisions: An Explainable AI Perspective for Brain MRI Segmentation by D. Jeya Mala, Mainak Chattopadhyay, Parthiba Mukhopadhyay, Roopak Sinha

“…Overall, this research work represents a significant advancement in leveraging the trustworthiness of UNet in accurate and efficient brain tumor segmentation via XAI methods, ultimately aiming to support clinicians in diagnosis and treatment planning while fostering a deeper understanding of the model’s decision-making processes.…”
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Research on Decision-Making Methods for Autonomous Navigation in Inland Tributary Waterways by Liwen Huang, Jiahao Chen, Luping Xu, Haoyu Li, Guozhu Hao, Yixiong He

“…Based on the characteristics of the navigation environment, a digital traffic environment model for inland waterways with tributaries is constructed to meet the information requirements of autonomous navigation decision-making. …”
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Sensory Precipitation Forecast Using Artificial Neural Networks and Decision Trees by Ünal Kızıl, Hakkı Fırat Altınbilek, Sefa Aksu, Hakan Nar

“…Sensor data were scaled between 0-1 with min-max normalization before being subjected to deep learning and machine learning training. In the Decision Tree (DT) a model score of 0.96 was obtained by choosing the maximum depth of 20. …”
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COVID-19 governance and decision-making at provincial level in South Africa by Godwell Nhamo, Gideon W. Mutanda

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Klasifikasi Mahasiswa HER Berbasis Algoritma SVM dan Decision Tree by Jajang Jaya Purnama, Hendri Mahmud Nawawi, Susy Rosyida, Ridwansyah Ridwansyah, Risnandar Risnandar

“…Klasifikasi data siswa yang melakukan her/peningkatan dengan mengimprovisasi model kernel untuk visualisasi termasuk bar, histogram, dan sebaran begitu juga Decision Tree mempunyai kelebihan tersendiri. …”
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Geographical indications and consumer decision making: new insights into the Baijiu market by WANG Kai, WANG Yufang, TONG Jun

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Interval Grey Hesitant Fuzzy Set and Its Applications in Decision-Making by Jingjie Zhao, Wanli Xie

“…And then, a multicriteria decision-making (MCDM) model IGHFS-TOPSIS is developed based on them. …”
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Decision-Making Based on Consumers’ Perceived Value in Different Remanufacturing Modes by Wei Li, Hang Wu, Liurui Deng

“…We investigate how the diversity of consumers’ perceived value in different remanufacturing modes affects remanufacturing decision-making. We establish a two-stage optimal decision-making model of original equipment manufacturer (OEM) remanufacturing and a noncooperative game model of third party remanufacturer (TPR) remanufacturing and then analyze the optimal decisions of OEM and TPR. …”
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FWFA: Fairness-Weighted Federated Aggregation for Privacy-Aware Decision Intelligence by Rahul Haripriya, Nilay Khare, Manish Pandey, Shrijal Patel, Jaytrilok Choudhary, Dhirendra Pratap Singh, Surendra Solanki, Duansh Sharma

“…Ensuring fairness in automated decision-making is a critical challenge, especially in organizational contexts like recruitment, performance evaluation, and promotion. …”
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Comparing AI and human decision-making mechanisms in daily collaborative experiments by Linghao Wang, Zheyuan Jiang, Chenke Hu, Jun Zhao, Zheng Zhu, Xiqun Chen, Ziyi Wang, Tianming Liu, Guibing He, Yafeng Yin, Der-Horng Lee

“…In this track, the potential for replacing human decision-making with AI models, such as large language models (LLMs), has become a topic of considerable debate. …”
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Customer-Centric Decision-Making with XAI and Counterfactual Explanations for Churn Mitigation by Simona-Vasilica Oprea, Adela Bâra

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A Quantum Probability Approach to Improving Human–AI Decision Making by Scott Humr, Mustafa Canan, Mustafa Demir

“…Artificial intelligence is set to incorporate additional decision space that has traditionally been the purview of humans. …”
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Decision Support System for Evaluation of Peatland Agroecology Suitability in Pineapple Plants by Fiqhri Mulianda Putra

“…Based on the obtained model, decision support systems will be developed for the suitability of peatland agroecology for pineapple plants.…”
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Less is More: Decision Making & Information Sharing Under Severe Uncertainty by Gene Lam, Arthur Paul Pedersen

“…While we model information-sharing communities in terms of network graphs, we model belief states and evidential learning using an extension of the Bayesian paradigm, namely, sets of probabilities individually conforming to conditionalization, to allow for a broader range of belief states responding to evidence. …”
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An Examination of Human Fast and Frugal Heuristic Decisions for Truckload Spot Pricing by Michael Haughton, Alireza Amini

“…<i>Results</i>: The study’s key findings are that humans use rational FFHs, yet, despite the rationality, human decisions yield average profits that are 35% below profits from price optimization models. …”
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Game Theoretical Perspectives on Pricing Decisions in Asymmetric Competing Supply Chains by Tao Li, Qi Tan, Weirong Liu

“…From manufacturer Stackelberg (MS), retailer Stackelberg (RS), and Nash game (VN) theoretic perspectives, nine game models are developed to examine the effect of product substitutability and relative channel status on pricing decisions at both horizontal competition and vertical competition levels. …”
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A comprehensive decision assessment for trust evaluation in wireless sensor networks by Chakkarapani Sumathi Thilagasree, Thippan Jayakumar, Joseph Raj Vikilal Joice Brainy, Subramaniam Pragathi, Kang Daekook

“…Comparative assessment with alternative contemporary Multiple Criteria Decision Making (MCDM) trust models is conducted to gauge the effectiveness of the proposed strategy. …”
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Prompting for Healthcare Professionals: Enhancing Clinical Decision-Making with Artificial Intelligence by Antonio Alemanno, Michele Carmone, Leonardo Priore

“…Generative Artificial Intelligence (AI), specifically through Large Language Models (LLMs), is progressively reshaping clinical documentation, decision support, patient education, and research synthesis in healthcare. …”
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A non-linear analysis of risk and agricultural financing decisions in Malawi by Tichaona Chikore, Kettie Nthakomwa Mtema, Prince Blackson Chirwa, Cecilia R. Mkochi, Farai Nyabadza

“…The model evaluates the interplay between individual and social utilities in financing decisions, highlighting the critical role of farmers’ groups utility in driving financing adoption, under a variety of conditions. …”
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