MAGDM Model Using the Exponential Similarity Measure of Neutrosophic Confidence Cubic Sets in a Single-Valued Neutrosophic Multivalued Circumstance by Jun Ye, Zhenhan Zhang, Rui Yong, Shigui Du

“…Fourth, the developed GDM model is applied to a choice case of landslide treatment schemes in the circumstance of SvNMVSs to reveal its usability and suitability in actual GDM problems. Compared with the existing GDM models, the developed GDM model indicates its superiorities in decision flexibility and credibility/reliability subject to 90%, 95%, and 99% confidence levels.…”
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Implementation of a Real-Time Force Estimation System Based on sEMG Signals and Gaussian Process Regression: Human–Robot Interaction in Rehabilitation by Thantip Sittiruk, Kiattisak Sengchuai, Apidet Booranawong, Pornchai Phukpattaranont

“…The main contribution of this work is the implementation of a real-time force estimation system in MATLAB/Simulink to support real-time testing and usability. The regression models (i.e., Gaussian process regression (GPR), neural networks (NN), linear regression (LR), and support vector machines (SVM)) are applied to estimate the forearm muscle forces exerted by different elbow placement patterns for rehabilitation applications. …”
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Discovering Object Stories: Linking Unstructured Museum Data Through Semantic Annotation by Sarah Middle, Maria Aristeidou, Elton Barker, Daniel Pett, Sarah Alcock

“…A user evaluation with cultural heritage professionals revealed usability challenges and areas for improvement, with Recogito Studio receiving a UMUX score of 73.3 and recommendations include enhancing geo-tagging, incorporating Named Entity Recognition, and developing automated workflows for Linked Open Data production.…”
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A Novel Oil Spill Dataset Augmentation Framework Using Object Extraction and Image Blending Techniques by Farkhod Akhmedov, Halimjon Khujamatov, Mirjamol Abdullaev, Heung-Seok Jeon

“…To facilitate accessibility and usability, a Gradio-based web application was developed, featuring a user-friendly interface that allows users to input target and source images, customize augmentation parameters, and execute the augmentation process effectively. …”
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Mobility Assistance for Older People by Daniel Eck, Klaus Schilling, Ahmad Abdul-Majeed, Jörn Thielecke, Phillipp Richter, Javier Gutiérrez Boronat, Irina Schens, Bernd Thomas, Bettina Williger, Frieder R. Lang

“…By combination of these technical improvements it is demonstrated how older people are able to preserve their self-determined and independent life. Usability research was done with focus groups in order to become familiar with global user demands and expectations towards a mobility assistance system. …”
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Recent Web Platforms for Multi-Omics Integration Unlocking Biological Complexity by Eugenia Papadaki, Ioannis Kakkos, Panagiotis Vlamos, Ourania Petropoulou, Stavros T. Miloulis, Stergios Palamas, Aristidis G. Vrahatis

“…Special attention is given to their role in clinical decision-making, disease prediction, and personalized medicine, with a focus on their interoperability, scalability, and usability. The review also discusses the challenges these platforms face, such as data complexity, standardization issues, and the need for improved machine learning and AI-based analytics. …”
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Assessing taxpayers’ satisfaction with tax administration e-services by Lidija Hauptman, Nika Vetrih, Alenka Kavkler

“…The results suggest that improving tax information’s usability, clarity, and security increases taxpayers’ confidence and satisfaction. …”
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Trend Analysis of Relative Sea Level Changes in the Aegean Sea with Copula Functions by Ahmet Yavuzdoğan, Emine Tanır Kayıkçı

“…Copula based trend analysis was performed in sea level and sea surface temperature time series. The usability of Copula based trend analysis was investigated by comparing it with regression models. …”
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Adaptive selection method of desensitization algorithm based on privacy risk assessment by Lijun ZU, Yalin CAO, Xiaohua MEN, Zhihui LYU, Jiawei YE, Hongyi LI, Liang ZHANG

“…The financial industry deals with a vast amount of sensitive data in its business operations.However, the conventional approach of binding financial data for desensitization and using desensitization algorithms is becoming inefficient due to the fast-paced growth of financial businesses and the proliferation of data types.Additionally, manual verification and assessment of desensitized data by security experts are time-consuming and may carry potential privacy risks due to the improper selection of desensitization algorithms.While prior research has emphasized desensitization methods and privacy-preserving technologies, limited work has been conducted on desensitization algorithms from the perspective of automation.To address this issue, an adaptive recommendation framework was propose for selecting desensitization strategies that consider various factors, such as existing privacy protection technologies, data quality requirements of business scenarios, security risk requirements of financial institutions, and data attributes.Specifically, a dual-objective evaluation function was established for privacy risk and data quality to optimize the selection of desensitization algorithm parameters for different algorithms.Furthermore, the desensitization algorithm and parameters were adaptively selected by considering the data attributes through a multi-decision factor system and desensitization effect evaluation system.Compared to traditional approaches, the proposed framework effectively tackle issues of reduced data usability and inadequate personal data privacy protection that derive from manual intervention.Testing on a dataset with multiple financial institution types, the experiments show that the proposed method achieves a recommendation accuracy exceeding 95%, while the desensitized privacy risk level differed by less than 10% from the expected level.Additionally, the recommendation efficiency is 100 times faster than expert manual processing.…”
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Improving a Coffee Cooperative Operations Using Online Traceability Systems by Dana Karningsih Putu, Santhi Dewi Dyah, Kusumawardani Rindi, Salsabila Akhmad Rana

“…The application has passed the user test with a high user satisfaction level, based on the System Usability Scale. This traceability system application is then extended with quality control and assurance features that enable coffee cooperative members to monitor and improve their business seamlessly.…”
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Advancing Passwordless Authentication: A Systematic Review of Methods, Challenges, and Future Directions for Secure User Identity by Mohd Imran Md Yusop, Nazhatul Hafizah Kamarudin, Nur Hanis Sabrina Suhaimi, Mohammad Kamrul Hasan

“…The review highlights the advantages of passwordless authentication, including improved security, reduced user friction, and compatibility with modern identity management frameworks like FIDO2. Challenges such as usability issues, cost of deployment, and scalability are also discussed. …”
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Quantifying aluminum toxicity effects on corn phenotype using advanced imaging technologies by Lóránt Szőke, Brigitta Tóth, Tomislav Javornik, Boris Lazarević

“…This study demonstrates the usability of selected phenotypic traits in remote sensing studies to map Al‐toxic soils and in high‐throughput phenotyping studies to screen Al‐tolerant genotypes.…”
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Validating aggregates and bitumen characteristics in road maintenance and safety management for motorizing countries using multidimensional diagrammatic models by Khawaja Sheeraz, Naeem Aziz Memon, Aftab Hameed Memon, Nafees Ahmed Memon, Syed Faraz Jafri

“…The novelty in the paper deals with the usability of accident and failure data for verification of material characteristics conditioned to the industry data. …”
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المواقع الالکترونیة العربیة للفتوى والارشاد: دراسة تحلیلة مقارنة لمعماریتها ومحتواها المعلوماتى by د. هبة فتحى دنیا

“…Arab advisory and guidance sites can take advantage of the specificationsof the proposed unified website in the study to develop the structure oftheir information websites and improve the usability of those sites.2. That the "General Secretariat for the Role of Fatwa Commissions in theWorld" adopts the proposed planning for establishing a unified website forthe fatwa at the level of the Islamic world to serve as a front for offering anintermediate scholarly fatwa speech linked to the era and a wall to counterextremism in the fatwa.  …”
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Assessment of process capabilities in transition to a data‐driven organisation: A multidisciplinary approach by Mert O. Gökalp, Kerem Kayabay, Ebru Gökalp, Altan Koçyiğit, P. Erhan Eren

“…The applicability and usability of DDPCDM are also evaluated by conducting a multiple‐case study in two organisations. …”
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Application of Classical and Genomic Cryptography on Textual Dataset by İbrahim Türkoğlu, Alev Kaya

“…The aim is to test the suitability of genomic encryption on artificial data sets (100 and 500 KB, 1 and 5 MB) generated from the content named "Siyasetname" in the Turkish textual data type. The usability of the genomic encryption technique, which has not been applied before in Turkish data sets, was tested by comparing it with classical algorithms such as AES (symmetric) and ECDH (asymmetric). …”
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Species identification for Indian seafood markets: A machine learning approach with a fish datasetMendeley Data by Priyanka Paygude, Namita Shinde, Amol Dhumane, Geeta S. Navale, Prashant Chavan, Atul Kathole, Vijaykumar Bidve

“…Article details the data acquisition process, and metadata structure, ensuring accessibility and usability for researchers and industry professionals. …”
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SynC2S: An Efficient Method for Synthesizing Tabular Data With a Learnable Pre-Processing by Jiwoo Kim, Seri Park, Junsung Koh, Dongha Kim

“…Data synthesis has emerged as a popular technique to address privacy preservation and data usability simultaneously. Recently, numerous methods based on deep learning have been developed, while a clear understanding of their effectiveness is still insufficient, and the necessity for more efficient frameworks persists. …”
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Applicability of Retrospective and Prospective Gender Scores for Clinical and Health Data: Protocol for a Scoping Review by Lea Schindler, Hilke Beelich, Selina Röll, Elpiniki Katsari, Sylvia Stracke, Dagmar Waltemath

“…The protocol describes how relevant literature will be identified and how gender scores will be evaluated concerning applicability and usability in scientific investigations. …”
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Gamified Virtual Reality Training for Visuospatial Ability in Neuroradiology by Allgaier Mareen, Jered Härtel Tim, Zubel Seraphine, Thormann Maximilian, Behme Daniel, Preim Bernhard, Saalfeld Sylvia

“…The results also indicate that the included game elements are motivating and that the application in general has a high usability. The proposed immersive virtual reality application provides training for visuospatial ability in a concrete medical context. …”
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