Using micro:bit for building distributed sensor networks in robotic systems by Roman Duban, Yurii Yurko

“…Future research should focus on real-world testing of compatibility with other devices and optimizing wireless communication. …”
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UAV-Assisted Space-Air-Ground Integrated Networks: A Technical Review of Recent Learning Algorithms by Atefeh Hajijamali Arani, Peng Hu, Yeying Zhu

“…However, due to UAVs' high dynamics and complexity, real-world deployment of a SAGIN becomes a significant barrier to realizing such SAGINs. …”
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Towards accurate anomaly detection for cloud system via graph-enhanced contrastive learning by Zhen Zhang, Zhe Zhu, Chen Xu, Jinyu Zhang, Shaohua Xu

“…However, the resource data in real-world cloud systems is predominantly unannotated, leading to insufficient supervised signals for anomaly detection. …”
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How to push oil and gas companies to realise climate change mitigation by Rebecca Scholten, Anaїs Stekelenburg, Tineke Lambooy, André Nijhof

“…Purpose of the article – The article aims to provide guidance to governments, companies and civil society for real-world sustainable market transformations. Research methodology – Sustainable market transformations (SMTs) are key to creating long-term sustainable development. …”
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Deep Interest-Shifting Network with Meta-Embeddings for Fresh Item Recommendation by Zhao Li, Haobo Wang, Donghui Ding, Shichang Hu, Zhen Zhang, Weiwei Liu, Jianliang Gao, Zhiqiang Zhang, Ji Zhang

“…Empirical results clearly verify the effectiveness of the proposed techniques, which are arguably promising and scalable in real-world applications.…”
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MobileNet-HeX: Heterogeneous Ensemble of MobileNet eXperts for Efficient and Scalable Vision Model Optimization by Emmanuel Pintelas, Ioannis E. Livieris, Vasilis Tampakas, Panagiotis Pintelas

“…Efficient and accurate vision models are essential for real-world applications such as medical imaging and deepfake detection, where both performance and computational efficiency are critical. …”
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Application of Covariance Matrix Adaptation-Evolutionary Strategy for Modified Constrained Optimal Power Flow Problem Incorporating Valve Point and Emission Effect by Hari Krishna Achuthan Parthasarathy, Madhusudan Saranathan, Tamilselvi S., Karuppiah N., Praveen Kumar Balachandran, Dhanamjayulu C., Baseem Khan, Thamilmaran A.

“…This work aims to lay the foundation in such a way that it can be applicable in a real-world scenario for any number of buses.…”
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Concurrent Learning of Control Policy and Unknown Safety Specifications in Reinforcement Learning by Lunet Yifru, Ali Baheri

“…Yet, deploying RL policies in real-world scenarios presents the crucial challenge of ensuring safety. …”
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A Rescheduling Approach for Freight Railway considering Equity and Efficiency by an Integrated Genetic Algorithm by Zhuotong Bai, Hui Wang, Lin Yang, Jiajie Li, Huapu Lu

“…In the experiment, the effectiveness of the ITGA approach was employed in a simple case and a real-world case in the Netherlands freight railway. …”
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MVR: Synergizing Large and Vision Transformer for Multimodal Natural Language-Driven Vehicle Retrieval by Tareq Mahmod AlZubi, Umar Raza Mukhtar

“…However, these approaches are limited by their dependency on image queries, which may not always be available in real-world scenarios. Natural language (NL)-based vehicle retrieval systems offer a more flexible and accessible alternative by enabling users to query vehicles using textual descriptions. …”
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SIR‐HUXt—A Particle Filter Data Assimilation Scheme for CME Time‐Elongation Profiles by Luke Barnard, Mathew Owens, Chris Scott, Matthew Lang, Mike Lockwood

“…Therefore, SIR‐HUXt could improve the real‐world representivity of HUXt simulations and reduce the uncertainty of CME arrival time forecasts. …”
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Integrating spatial-temporal risk maps with candidate trajectory trees for explainable autonomous driving planning by Qiyuan Liu, Jiawei Zhang, Jingwei Ge, Cheng Chang, Zhiheng Li, Shen Li, Li Li

“…An analysis of runtime demonstrated its potential for real-world applications.…”
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A New Default Probability Calculation Formula and Its Application under Uncertain Environments by Liang Wu, Xian-bin Mei, Jian-guo Sun

“…In the real world, corporate defaults will be affected by both external market shocks and counterparty risks. …”
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Rapid Acting Insulin Use and Persistence among Elderly Type 2 Diabetes Patients Adding RAI to Oral Antidiabetes Drug Regimens by Usha Sambamoorthi, Arijita Deb, Steve Zhou, Rahul Garg, Tao Fan, Anders Boss

“…We examined the real-world utilization and persistence of rapid acting insulin (RAI) in elderly patients with type 2 diabetes who added RAI to their drug (OAD) regimen. …”
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Using a YOLO Deep Learning Algorithm to Improve the Accuracy of 3D Object Detection by Autonomous Vehicles by Ramavhale Murendeni, Alfred Mwanza, Ibidun Christiana Obagbuwa

“…This study advances the field by showing how an efficient 2D detector can be extended to meet the complex demands of 3D object detection in real-world driving scenarios without sacrificing computational efficiency.…”
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Novel validity indices for dynamic clustering and an Improved Dynamic Fuzzy C-Means by Ramiro Saltos, Ignacio Carvajal, Fernando Crespo, Richard Weber

“…Dynamic clustering algorithms play a crucial role in numerous real-world applications by continuously adapting to evolving data patterns and identifying changes within the underlying cluster structure. …”
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Securing Maritime Autonomous Surface Ships: Cyber Threat Scenarios and Testbed Validation by Seongmin Lee, Yonghun No, Juwon Cho, Guckhyeon Jin, Jeongho Kim, Jeongmin Lee, Sanghyun Jeon, Faisal Abdulaziz Alfouzan, Kyounggon Kim

“…To validate the proposed solution, a testbed environment replicating real-world shipboard networks was developed, incorporating eight attack scenarios designed using the MITRE ATT&CK ICS framework. …”
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Model Selection from Multiple Model Families in Species Distribution Modeling Using Minimum Message Length by Zihao Wen, David L. Dowe

“…On the other 10 tests on artificial data, the MML method got everything correct, but the alternative methods all failed on a variety of tests. Our real-world data pertained to two plant species from Barro Colorado Island, Panama. …”
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Deep Learning for Traffic Scene Understanding: A Review by Parya Dolatyabi, Jacob Regan, Mahdi Khodayar

“…The significance of Hyperparameter Optimization (HPO) is also discussed, emphasizing its critical role in enhancing model performance and efficiency, particularly in adapting DL models for practical, real-world use. Special focus is given to the integration of these models in real-world applications, including autonomous driving, traffic management, and pedestrian safety. …”
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On the Shoulders of Giants: Incremental Influence Maximization in Evolving Social Networks by Xiaodong Liu, Xiangke Liao, Shanshan Li, Si Zheng, Bin Lin, Jingying Zhang, Lisong Shao, Chenlin Huang, Liquan Xiao

“…As a matter of fact, real-world social networks keep evolving over time and a recalculation upon the changed network inevitably leads to a long running time. …”
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