The value of scenario discovery in land-use modeling: An automated vehicle test case by Daniel Engelberg

Subjects: “…integrated land-use and transportation modeling…”
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FORECASTING AND DECISION-MAKING VIA USE OF STATISTICAL LAWS OF RANDOM ECONOMIC INDICATORS by Victor A. Vlasov, Sergey I. Alexeev, Raisa I. Soroka, Andrey O. Tolokonski

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Analysing the economic value of extreme climatic events information to improve crop risk management decisions in a dynamic context by Emilio Cerdá, Sonia Quiroga

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Many-to-One Matching Decision for Elderly Care Service Considering Subjective and Objective Picture Fuzzy Preferences by Qi Yue, He Huang, Bin Hu, Yuan Tao, Liezhang Liu

“…Abstract In this study, an innovative many-to-one two-sided matching decision method for complex decision problems in the matching of supply and demand of elderly care services is proposed. …”
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From Data to Decisions: Leveraging Retrieval-Augmented Generation to Balance Citation Bias in Burn Management Literature by Ariana Genovese, Srinivasagam Prabha, Sahar Borna, Cesar A. Gomez-Cabello, Syed Ali Haider, Maissa Trabilsy, Cui Tao, Antonio Jorge Forte

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Architectural Decision Management for Digital Transformation of Products and Services by Alfred Zimmermann, Dierk Jugel, Kurt Sandkuhl, Rainer Schmidt, Christian Schweda, Michael Möhring

“…The present research paper investigates mechanisms for decision analytics in the context of multi-perspective explorations of enterprise services and their digital enterprise architectures by extending original architecture reference models with state of art elements for agile architectural engineering for the digitization and collaborative architectural decision support. …”
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Towards a Business Model Framework to Increase Collaboration in the Freight Industry by Alix Vargas, Shushma Patel, Dilip Patel

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PREDICT LEARNERS’ PERFORMANCE USING AN ONTOLOGICAL-BASED MODEL ON AN E-LEARNING PLATFORM by Safa Ridha Albo Abdullah

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Predictive analytics in gamified education: A hybrid model for identifying at-risk students by Devanshu Sawarkar, Latika Pinjarkar, Pratham Agrawal, Devansh Motghare

“…By integrating logistic regression, decision trees, and random forests, we construct a robust ensemble model that leverages the strengths of each algorithm for precise risk assessment. …”
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PELM: A Deep Learning Model for Early Detection of Pneumonia in Chest Radiography by Erdem Yanar, Fırat Hardalaç, Kubilay Ayturan

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Optimizing Sensitivity in Machine Learning Models for Pediatric Post-operative Kyphosis Prediction by Raja Ayu Mahessya, Dian Eka Putra, Rostam Ahmad Efendi, Rayendra, Rozi Meri, Riyan Ikhbal Salam, Dedi Mardianto, Ikhsan, Ismael, Arif Rizki Marsa

“…Conversely, the decision tree model demonstrated superior clinical utility by successfully identifying 33% of kyphosis cases while maintaining 71% accuracy. …”
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Development and validation of machine learning models for predicting blastocyst yield in IVF cycles by Wen-jie Huo, Fei Peng, Song Quan, Xiao-cong Wang

“…Abstract Predicting blastocyst formation poses significant challenges in reproductive medicine and critically influences clinical decision-making regarding extended embryo culture. …”
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CELM: An Ensemble Deep Learning Model for Early Cardiomegaly Diagnosis in Chest Radiography by Erdem Yanar, Fırat Hardalaç, Kubilay Ayturan

“…Multiple pre-trained CNN architectures (VGG16, ResNet50, InceptionV3, DenseNet121, DenseNet201, and AlexNet), as well as Vision Transformer models, were trained and compared. In addition, we introduced a novel stacking-based ensemble model—Combined Ensemble Learning Model (CELM)—that integrates complementary CNN features via a meta-classifier. …”
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DECISION SUPPORT FOR CHOOSING A SCENARIO FOR ORGANIZING URBAN TRANSPORT SYSTEM WITH SHARE OF ELECTRIC VEHICLES by Marianna JACYNA, Renata ŻOCHOWSKA, Aleksander SOBOTA, Mariusz WASIAK

Subjects: “…decision support…”
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MAKING STRATEGIC DECISIONS UNDER RISK AND UNCERTAINTIES by T. K. Kravchenko, D. V. Isaev

“…Given that there are different approaches to modeling problem situations and a variety of decision- making methods, the authors suggest a multi-version processing of expert estimates. …”
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Population dynamics and monitoring applied to decision-making by M. J. Conroy, D. C. Lee

“…Whereas ecological models often produce information of value to decision makers, decision models explicitly include two additional features. …”
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ANALYSIS AND COMPARISON OF EXISTING DECISION SUPPORT TECHNOLOGY by V. A. Rybak, Ahmad Shokr

“…The article presents the results of an analytical review and comparison of the most common managerial decision support technologies: the analytic hierarchy method, neural networks, fuzzy set theory, genetic algorithms and neural-fuzzy modeling. …”
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Community Governance Decision Based on Knowledge Map by Xiaojuan Feng

“…Combining big data, knowledge map, and other large-scale knowledge analysis and modeling technologies with decision support systems can strengthen the ability of problem analysis and processing and form a knowledge and relationship network. …”
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A decentralized feedback-based consensus model considering the consistency maintenance and readability of probabilistic linguistic preference relations for large-scale group decision-making by Xian-Yong Zhang, Yi-Yang Zhou, Jian-Lan Zhou

Subjects: “…Feedback-based consensus model…”
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Building safer and more resilient cities in China: A novel approach using a dynamic nonhomogeneous Gray model for data-driven decision-making. by Jian Liu, Ye He, Rui Feng, Bin Lyu

“…This performance demonstrates superior prediction accuracy compared to traditional grey models. This method uses prediction models to support the construction of elastic cities, providing strong data support and decision-making tools for planning and resource allocation. …”
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