Providing a Framework for Assessing and Evaluating Network Data Studies in the Fight Against Social Anomalies by Mohammad Khalili, Hamzehali Nourmohammadi, Nader Naghshineh

“…Consequently, the primary objective of this research is to establish a framework for analyzing digital network data in the battle against social anomalies, particularly the crime of theft. …”
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Beyond accuracy: a framework for evaluating algorithmic bias and performance, applied to automated sleep scoring by Michal Bechny, Luigi Fiorillo, Julia van der Meer, Markus Schmidt, Claudio Bassetti, Athina Tzovara, Francesca Faraci

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Saudi healthy plate-2024: framework for developing, modeling, and evaluating Saudi Arabia’s dietary guidelines by Omar A. Alhumaidan, Sarah M. Alkhunein, Shihana A. Alakeel, Ghadir A. Fallata, Madhawi M. Aldhwayan, Asalah Y. Alfaifi, Wala M. Albalwi, Haya AlZeer

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ELM-Bench: A Multidimensional Methodological Framework for Large Language Model Evaluation in Electricity Markets by Hang Fan, Shijie Ji, Peng Yuan, Qingsong Zhao, Shuaikang Wang, Xiaowei Tan, Yunjie Duan

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A process evaluation of the walking in ScHools (WISH) study using the RE-AIM framework by Angela Carlin, Leanne C. Doherty, S. Maria O’Kane, Russell Jago, Ian M. Lahart, Gary McDermott, Maria Faulkner, Alison M. Gallagher, Marie H. Murphy

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Evaluation of China’s rural resource and environmental carrying capacity based on the ZI–CI–GI framework by Zhiyuan Ma, Xuejun Duan, Lei Wang, Yazhu Wang, Wei Yan, Haiyue Wang, Xiayi Ju

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Empirical Evaluation of Semantic Alignment Quality Metrics for Vehicle Domain Component Frameworks Interface Ontologies by Sangita De, Premek Brada, Juergen Mottok, Michael Niklas

“…In contrast to several existing ontology structural metrics, this work defines, evaluates and validates ontology metrics to measure the depth of semantic alignment between the vehicle domain software component frameworks’ interface ontological models. …”
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Scalable evaluation framework for retrieval augmented generation in tobacco research using large Language models by Sherif Elmitwalli, John Mehegan, Sophie Braznell, Allen Gallagher

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A Hybrid Multi-Criteria Decision-Making Framework for the Strategic Evaluation of Business Development Models by Yu-Min Wei

“…To address these limitations, this study introduces a hybrid multi-criteria decision-making (MCDM) framework that integrates VIKOR, entropy weighting, and simulation to evaluate 35 business development models derived from 245 real-world cases. …”
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Optimizing Vendor Selection in Laser Cutting Services: an Evaluation Framework Using VPI and F-ANP by Hendro Prassetiyo, Said Muhammad Baisa, Arif Imran, Sri Suci Yuniar, Rangga Try Anugrah

“…This study focuses on optimizing vendor selection in laser cutting services through a comprehensive evaluation framework integrating the Vendor Performance Indicator (VPI) and the Fuzzy Analytical Network Process (F-ANP). …”
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Toward a Holistic Framework for Robotic Assessment: A Survey on Performance, Software, and Environmental Adaptability by Daniel M. Muepu, Yutaka Watanobe, Keitaro Naruse

“…However, as robotics continues to expand across diverse domains, a broader and more structured assessment framework is necessary. This survey examines metrics from 113 research papers published between 2020 and 2024 to identify trends in robotic evaluation. …”
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Enhanced EDAS Framework for Landscape Planning and Design Quality Evaluation under Single-Valued Neutrosophic Sets by Kai Guo

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AP-GRIP evaluation framework for data-driven train delay prediction models: systematic literature review by Tiong Kah Yong, Zhenliang Ma, Carl-William Palmqvist

“…To bridge this gap, the study conducted a systematic literature review on data-driven train delay prediction models and introduced the novel AP-GRIP (Accuracy, Precision, Generalisability, Robustness, Interpretability, Practicality) evaluation framework. The framework covers six key aspects across overall, spatial, temporal, and train-specific dimensions, providing a systematic approach for the comprehensive assessment of train delay prediction models. …”
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The YOLO Framework: A Comprehensive Review of Evolution, Applications, and Benchmarks in Object Detection by Momina Liaqat Ali, Zhou Zhang

“…The review traces the evolution of YOLO variants, highlighting key architectural improvements, performance benchmarks, and applications in domains such as healthcare, autonomous vehicles, and robotics. It also evaluates the framework’s strengths and limitations in practical scenarios, addressing challenges like small object detection, environmental variability, and computational constraints. …”
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“Standard Assessment Framework”: A Proposal to Fill a Gap in the “Paris Declaration” by Hellmut W. Eggers, Daniel Svoboda

Subjects: “…Standard Assessment Framework…”
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Introducing SPINE: A Holistic Approach to Synthetic Pulmonary Imaging Evaluation Through End-to-End Data and Model Management by Nikolaos Ntampakis, Vasileios Argyriou, Konstantinos Diamantaras, Konstantinos Goulianas, Panagiotis Sarigiannidis, Ilias Siniosoglou

“…We employ SPINE (Synthetic Pulmonary Imaging Evaluation) framework, a threefold synthetic images evaluation method including expert domain assessment, statistical data analysis and adversarial evaluation. …”
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A Contextualized Layered Risk Management Framework for Indian Medical Laboratories by Yogesh R Pawade, Anita S Chalak, Hemant S Dahake

“…Building upon this review, a customized, layered risk management framework (layers 1, 2, and 3) is proposed. This framework utilizes a tiered approach to risk analysis, beginning with broad identification and progressing to detailed evaluation. …”
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Synthesis and Adsorption Characteristic Evaluation of Copper Hexacyanoferrate for Nanoplastic Adsorption Removal by Woo Hyun Kim, Sung Min Huh, Jinsung An, Moonil Kim

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Applying the major system change framework to evaluate implementation of rapid healthcare system change: a case study of COVID-19 remote home monitoring services by Holly Walton, Nadia Crellin, Ian Litchfield, Chris Sherlaw-Johnson, Theo Georghiou, Efthalia Massou, Manbinder Sidhu, Sonila M. Tomini, Lauren Herlitz, Jo Ellins, Pei Li Ng, Naomi J. Fulop

“…Abstract Background A framework to evaluate implementation of Major System Change (MSC) in healthcare has been developed and applied to implementation of longer-term system changes. …”
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Enhancing Safety Performance in UK Metal Manufacturing: A Revised Framework to Reduce Fatal Accidents by Alexandra Eggleston, Shoaib Sarfraz, Konstantinos Salonitis, Sumit Gupta, Hana Trollman, Sandeep Jagtap

“…This paper has tried to combat this issue by adapting and further developing a previously defined Safety Framework for the Paint Sector, to evaluate the safety performance of a metal manufacturing facility. …”
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