HandFI: Multilevel Interacting Hand Reconstruction Based on Multilevel Feature Fusion in RGB Images by Huimin Pan, Yuting Cai, Jiayi Yang, Shaojia Niu, Quanli Gao, Xihan Wang

“…Additionally, the results obtained in real-world scenes further validated the generalization capability of our method.…”
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A Review of Numerical Techniques for Frictional Contact Analysis by Govind Vashishtha, Sumika Chauhan, Riya Singh, Manpreet Singh, Ghanshyam G. Tejani

“…The selection of an appropriate friction constitutive model is crucial; while the Coulomb friction law is common, more sophisticated models are necessary to represent real-world complexities, including surface roughness and temperature dependence. …”
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Designing the Interventions to Mitigate the Barriers of Coordination in Handling Food Security: Insight from Central Java Province by Aries Susanty, Novie Susanto, Hanifa Denny, Yulianto Prabowo, Regine A. S. Permadi, Ayu Fauziyah

“…Moreover, related to the limitation of this study, future studies should focus on the barriers in diverse places nations or compare different regions or countries; include more experts from the various stakeholder group, and test the recognized policies in the real world.…”
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Drivers of innovation value: simulation for new drug pricing evaluation based on system dynamics modelling by Qian Xing, Wendi Cheng, Wei Wang, Chunlin Jin, Haiyin Wang

“…Future enhancements to the model should incorporate more real-world evidence and expand regulatory considerations to better reflect the dynamic nature of the healthcare sector and support equitable, outcome-based drug pricing.…”
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New Heuristic Local Search Method for University Course Timetabling by Mohammad Sadegh Shiri, Mostafa Khorramizadeh, Vahid Ahmadi

“…Moreover, it provides us with an efficient way to obtain feasible solutions to such real-world instances and try to improve their quality.…”
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Industrial Monitoring of Residue Deposition in Semiconductor Process Exhaust Pipelines Using Electrical Capacitance Measurements by Minho Jeon, Anil Kumar Khambampati, Jong Hyun Song, Keun Joong Yoon, Kyung Youn Kim

“…These findings underscore the robustness of the model in both controlled and real-world settings. This advancement offers a practical and reliable solution to mitigate hazards and optimize maintenance processes in semiconductor manufacturing.…”
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A Novel Opportunity Losses-Based Polar Coordinate Distance (OPLO-POCOD) Approach to Multiple Criteria Decision-Making by Reza Sheikh, Soheila Senfi

“…The process of decision-making in real-world scenarios often involves considering numerous factors and aspects. …”
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Human resource evaluation using a GRA-based decision model in an interval-valued fuzzy environment by Seyed Mahdi Ghanizadeh

“…Interval-valued fuzzy sets provide more degrees of freedom for real-world uncertainty due to having interval membership degrees. …”
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Comparative study of long short-term memory (LSTM), bidirectional LSTM, and traditional machine learning approaches for energy consumption prediction by Hamed Alizadegan, Behzad Rashidi Malki, Arian Radmehr, Hossein Karimi, Mohsen Asghari Ilani

“…This study focuses on leveraging time series analysis to improve forecasting accuracy, crucial for various application domains where real-world time series data often exhibit complex, non-linear patterns. …”
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A Study of Physical Fitness and Enjoyment on Virtual Running for Exergames by Chaowanan Khundam, Frédéric Nöel

“…Virtual Reality (VR) technology has advanced forward in everyday life where virtual fitness is possible through physically moving around in the real world. Exergame is a video game for exercise aimed at making exercise more fun. …”
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Cross-Modal Collaboration and Robust Feature Classifier for Open-Vocabulary 3D Object Detection by Hengsong Liu, Tongle Duan

“…Given the complexity of real-world environments, research into open-vocabulary 3D object detection is essential. …”
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ChestX-Transcribe: a multimodal transformer for automated radiology report generation from chest x-rays by Prateek Singh, Sudhakar Singh

“…Despite these challenges, ChestX-Transcribe shows promising potential for enhancing real-world radiology workflows by automating the creation of medical reports, reducing diagnostic errors, and improving efficiency. …”
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A Novel Approach to Test-Induced Defect Detection in Semiconductor Wafers, Using Graph-Based Semi-Supervised Learning (GSSL) by Pedram Aridas, Narendra Kumar, Anis Salwa Mohd Khairuddin, Daniel Ting, Vivek Regeev

“…The algorithm, which incorporates domain knowledge in creating a graph representation of wafer, and utilizing a weighted edge label propagation model, has demonstrated its effectiveness by achieving a 68% accuracy on a real-world dataset, offering a promising approach to enhance quality control in semiconductor manufacturing.…”
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Semantic-Assisted LIDAR Tightly Coupled SLAM for Dynamic Environments by Peng Liu, Yuxuan Bi, Jialin Shi, Tianyi Zhang, Caixia Wang

“…Experimental results from KITTI and M2DGR datasets demonstrate that our method exhibits generalization ability towards unknown data while effectively mitigating dynamic interference in real-world environments. Compared with current state-of-the-art methods, our approach achieves notable improvements in both accuracy and robustness.…”
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Grid-Connected Solar PV System with Maximum Power Point Tracking and Battery Energy Storage Integrated with Sophisticated Three-Level NPC Inverter by D. Ravi Kishore, T. Vijay Muni, B. Srinivas Raja, Mukesh Pushkarna, B. Srikanth Goud, Kareem M. AboRas, Sadam Alphonse

“…Laboratory testing ensures that the proposed method works by simulating real-world conditions.…”
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Spectral convolutional neural network chip for in-sensor edge computing of incoherent natural light by Kaiyu Cui, Shijie Rao, Sheng Xu, Yidong Huang, Xusheng Cai, Zhilei Huang, Yu Wang, Xue Feng, Fang Liu, Wei Zhang, Yali Li, Shengjin Wang

“…We employ the same SCNN chip for completely different real-world complex tasks and achieve accuracies of over 96% for pathological diagnosis and almost 100% for face anti-spoofing at video rates. …”
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Notes on Post-criticality: Towards an Architecture of Reflexive Modernisation by Robert Cowherd

“…Speculative architectures of reflexive modernisation benefit from a re-engagement in real-world problems, particularly at the scale of the city. …”
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Factors influencing implementation of health-promoting interventions at workplaces: Protocol for a scoping review. by Kaung Suu Lwin, Aliza K C Bhandari, Phuong The Nguyen, Junko Saito, Akiko Yaguchi-Saito, Erika Ota, Taichi Shimazu

“…However, the interventions are not always successful in the real-world setting, and the evidence for effective strategies to implement the interventions has been limited. …”
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Enhancing Industrial Cybersecurity: Insights From Analyzing Threat Groups and Strategies in Operational Technology Environments by Mukund Bhole, Thilo Sauter, Wolfgang Kastner

“…This article examines real-world incidents, looking at the complex landscape of threat groups targeting OT environments and the tactic, technique, and procedures employed by these threat groups. …”
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Unbiased Feature Selection in Learning Random Forests for High-Dimensional Data by Thanh-Tung Nguyen, Joshua Zhexue Huang, Thuy Thi Nguyen

“…An extensive set of experiments has been conducted on 47 high-dimensional real-world datasets including image datasets. The experimental results have shown that RFs with the proposed approach outperformed the existing random forests in increasing the accuracy and the AUC measures.…”
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