Soft-Label Supervised Meta-Model with Adversarial Samples for Uncertainty Quantification by Kyle Lucke, Aleksandar Vakanski, Min Xian

“…To validate the effectiveness of our approach, we use two predictive models trained on SVHN and CIFAR10 and evaluate performance according to sensitivity, specificity, an F1-score-style metric, average precision, and the Area Under the Receiver Operating Characteristic curve. We find the soft-label approach can significantly increase the model’s sensitivity and specificity, while the training with adversarial samples can noticeably improve the balance between sensitivity and specificity. …”
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BAR Score Performance in Predicting Survival after Living Donor Liver Transplantation: A Single-Center Retrospective Study by Talaat Zakareya, Mohammad Taha, Hassan Elzohry, Ehab Darwiesh, Reda Aglan, Mostafa Elhelbawy, Hazem Zakaria, Mohamed Deif, Mohamed Abbasy

“…Studying the predictors of survival after liver transplantation is essential to optimize the outcome. The balance of risk (BAR) score is a predictive model which incorporates six recipient and donor factors. …”
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FECI-RTDETR a Lightweight Unmanned Aerial Vehicle Infrared Small Target Detector Algorithm Based on RT-DETR by Renzheng Xue, Shijie Hua, Haiqiang Xu

“…This algorithmic model achieves a balance between resource reduction and accuracy enhancement while maintaining lightweight characteristics.…”
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Strategic foresight of staffing needs of innovative development of socio-economic systems by Elena Okunkova

“…The article proposes a methodological approach to forecasting the staffing needs of the innovative economy, which makes a provision for creating strategic long-term and mid-term forecasts and their annual adjustment at the operating level using the technologies of strategic foresight. …”
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Study on the Diffusion Law of Fluidized Filling Gangue Slurry in Goaf of Coal Mine Underground by Baoning Wei, Qingxiang Huang, Dengdeng Zhuang, Xin Cao, Bo Hui, Xiao Zuo, Mengbo Zhu

“…This innovative method effectively addresses the balance between mining and filling operations while enabling large-scale waste rock management in coal mines. …”
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Optimizing Hydrogen Production in the Co-Gasification Process: Comparison of Explainable Regression Models Using Shapley Additive Explanations by Thavavel Vaiyapuri

“…However, optimizing this complex process to maximize hydrogen yield remains challenging, particularly when balancing diverse feedstocks and improving process efficiency. …”
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Computational analysis of heat transfer and fluid flow characteristics in a diamond microchannel heat sink with orthogonal ribs by Liang Du, Wenbo Hu, Ningkang Deng, Zhaoyang Zhang, Hongxing Wang

“…As electronic devices advance toward higher power densities and increased miniaturization, the resulting rise in heat flux presents significant challenges to their performance, reliability, operational lifespan, and energy efficiency. Effective thermal management technologies ensure that electronic equipment operates under optimal conditions, extends its service life, improves system integration and reliability, and ensures compliance with industry regulations and standards. …”
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Validation Indicator Identification and Customer Ranking in Microloans: A Study at Middle East Bank in Iran by Azadeh Ahmadi Kousha, Faegh Ahmadi, Mohammad Hossein Ranjbar, Hamidreza Kordlouie

“…In the descriptive statistics section, various personality factors including age, gender, education, occupation, current debt status within the banking system, bounced checks history, money laundering records, bank account balance, transaction history, geographic location (residence and workplace), mobile phone model and operating system, as well as credit rating obtained from Iran's credit rating consulting company, were analyzed and presented using tables and graphs. …”
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Research on refined UAV inspection method of wind/solar power stations based on YOLOv8 by Jieyi Pu, Qifeng Zhang, Wenbo Zhao, Wei Zhang, Zengren Qin, Yumeng Zhang

“…Abstract More and more research is focusing on the unmanned aerial vehicle (UAV) inspection of onshore wind/solar power stations; however, how to balance the contradiction between detection accuracy and efficiency is still a challenge for domestic and international researches. …”
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Charge-on-the-move solutions for future mobility: A review of current and future prospects by Mohd Aiman Khan, Wilco Burghout, Oded Cats, Erik Jenelius, Matej Cebecauer

“…Key priorities for advancing dynamic charging include developing optimization models for infrastructure deployment, finding the balance between battery size and battery life, establishing interoperability standards, and enhancing energy transfer efficiency while ensuring safety and sustainability. …”
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Karakteristik Pasien Tonsilitis Kronis pada Anak di Bagian THT-KL RSUP Dr. M. Djamil Padang Tahun 2013 by Ivan Maulana Fakh, Novialdi ., Elmatris .

“…M. Djamil Padang. Populasi adalah data pasien tonsilitis kronis dengan usia <18  tahun yang datang ke bagian poliklinik THT RSUP Dr. …”
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Osiąganie kompromisu potrzeb człowieka i przyrody by Karol Lewandowski

“…More, subsequent operations in environmental technology, from that every one eliminates negative effects of previous, are giving ecoengineering effects too, that is including human activity into the natural environment and creation of new, unstable ecological balances. …”
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Evaluasi TKTI Puri Saron Hotel Seminyak dengan Framework Cobit 5 by Norsa Yudhi Arso, Made Wisnu Antara Kesiman, Dewa Gede Hendra Divayana

“…The findings of the analysis are centered on the COBIT Process, specifically the domains (EDM04) IT Resources, (APO01) Consistency Management, (APO03) IT Architecture, (APO04) IT Innovation, (APO07) Resource Management, (BAI04) Balancing Flows and Future Needs , (BAI09) Company Assets, (BAI10) Configuration Management, (DSS01) Operations Management, (DSS03) Managing Company Life Cycle Problems, and ( The process of planning, assessing and adjusting Puri Saron Hotel Seminyak for a better direction, and most of the domain activities have been executed, policies and norms have been written, and communication has improved. …”
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Unequal ageing: the quality of life of senior citizens in the EU before and after COVID-19. A multidimensional approach by Elżbieta Roszko-Wójtowicz, Klaudia Przybysz, Agnieszka Stanimir

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SSMM-DS: A semantic segmentation model for mangroves based on Deeplabv3+ with swin transformer by Zhenhua Wang, Jinlong Yang, Chuansheng Dong, Xi Zhang, Congqin Yi, Jiuhu Sun

“…Although its FLOPs are slightly higher than SegFormer's (15.11G vs. 9.9G), SSMM-DS offers a balance between performance and efficiency. Experimental results highlight SSMM-DS's effectiveness in extracting mangrove features, making it a valuable tool for monitoring and managing these critical ecosystems.…”
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Optimal Decision and Coordination of Organic Food Supply Chain from the Perspective of Blockchain by Junhui Ding, Shizhen Bai

“…This proposed framework can also be extended in various cases where profits are out of balance in the organic food supply chain, such as safety and value gain.…”
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The Identification and Validation of a Robust Immune-Associated Gene Signature in Cutaneous Melanoma by Le-Bin Song, Jiao-Chen Luan, Qi-Jie Zhang, Lin Chen, Hao-Yang Wang, Xue-Chen Cao, Ning-Hong Song, Yan Lu

“…Besides, the propensity score algorithm was utilized to balance the confounding clinical factors between the high- and low-risk groups. …”
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Assessment of Clavicular Shortening in Displaced Midshaft Clavicular Fractures Treated by Nonoperative Method, Plating, and Elastic Nailing: Comparative Functional Analysis—A Case... by Makesh Ram Sriraghavan, Poornima Kumararaja, Balakannan Jeyabalan

“…Conclusion: When the clavicle is shortened, it can alter the balance of muscles and ligaments around the shoulder joint, leading to functional impairment. …”
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DIGITAL ECONOMY AND RECRUITMENT POTENTIAL: STRATEGICAL INTERCONNECTION AND PROSPECTS by G. Yu. Peshkova, А. Yu. Samarina

“…To sum up, sensible approach to educational policy can solve the problem of balancing the HК-market and prevent social disturbance.Practical significance. …”
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Multi-Objective Simulated Annealing for Efficient Task Allocation in UAV-Assisted Edge Computing for Smart City Traffic Management by Ahmed Shamil Mustafa, Salman Yussof, Nurul Asyikin Mohamed Radzi

“…Results show that MOSA effectively balances multiple objectives while adapting to varying operational demands. …”
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