Analysis of Fluid Balance as Predictor of Length of Assisted Mechanical Ventilation in Children Admitted to Pediatric Intensive Care Unit (PICU) by Praveen Unki, Sushma Save

“…Patient’s fluid balance was calculated by tabulating fluid input-output over initial 48 hours of AMV. The PIM2 score on admission was documented. …”
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Survey on Ethereum phishing detection technology by Zhao CAI, Tao JING, Shuang REN

“…With the widespread application of blockchain technology, phishing scams have become a major threat to blockchain platforms.Due to the irreversibility, anonymity, and tamper-proof nature of blockchain transactions, phishing attacks often have a high degree of deception and concealment, causing significant losses to both users and businesses.Ethereum platform, with its smart contract functionality, has attracted many crypto currency investors.However, this widespread popularity has also attracted an influx of criminals, leading to the rise of cybercrime activities.Among them, phishing scams are one of the main forms of fraud on the Ethereum platform.To tackle this issue, researchers have developed Ethereum network phishing identification technology, achieving significant progress in this field.However, there has been relatively little systematic analysis and summary of these research results.The current state of phishing fraud on the Ethereum network was analyzed.Moreover, a comprehensive summary of existing phishing detection datasets and evaluation metrics were provided.On this basis, methods for detecting phishing on Ethereum were reviewed, including those based on transaction information, graph embedding and graph neural networks.Transaction information-based methods are the most common, analyzing information such as input and output addresses and amounts in transaction data to determine whether a transaction is abnormal.Methods based on graph embedding and graph neural networks place more emphasis on analyzing the entire transaction network, constructing a graph structure to analyze the relationships between nodes, and more accurately identifying phishing attacks.In addition, a comparative analysis of the advantages and disadvantages of various methods was conducted, explaining the applicability and limitations of each method.Finally, the challenges facing Ethereum phishing detection were pointed out, and the future research trends for Ethereum phishing detection were predicted.…”
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System Efficiency of a Tap Transformer Based Grid Connection Topology Applied on a Direct Driven Generator for Wind Power by Senad Apelfröjd, Sandra Eriksson

“…The results show high system efficiency at nominal power and an increase in overall power output for full tap operation in comparison with the base case, a standard transformer. …”
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Experimental Analysis of Neural Approaches for Synthetic Angle-of-Attack Estimation by Angelo Lerro, Piero Gili, Mario Luca Fravolini, Marcello Napolitano

“…In the class of data-driven observers, multilayer perceptron neural networks are widely used to approximate the input-output mapping angle-of-attack function. Dealing with experimental flight test data, the multilayer perceptron can provide reliable estimation even though some issues can arise from noisy, sparse, and unbalanced training domain. …”
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Asynchronous Advanced Encryption Standard Hardware with Random Noise Injection for Improved Side-Channel Attack Resistance by Siva Kotipalli, Yong-Bin Kim, Minsu Choi

“…To quantitatively verify such improvements, functional verification and WASSO (weighted average simultaneous switching output) analysis have been carried out on both conventional synchronous approach and the proposed NCL based approach using Mentor Graphics ModelSim and Xilinx simulation tools. …”
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Experimental and Thermal Investigation on Powder Mixed EDM Using FEM and Artificial Neural Networks by Venkata N. Raju Jampana, P. S. V. Ramana Rao, A. Sampathkumar

“…This article is aimed to do a comprehensive experimental and thermal investigation of the EDM, which can predict the machining characteristic and then optimize the output parameters with a newly integrated neural network-based methodology for modelling and optimal selection of process variables involved in powder mixed EDM (PMEDM) process. …”
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Sliding Mode Control of Vehicle Equipped with Brake-by-Wire System considering Braking Comfort by Shuai Chen, Xilong Zhang, Jizhong Wang

“…Correspondingly, in order to improve the control accuracy of the vehicle brake system and to best meet the driver’s brake needs, a braking intention recognizer relying on fuzzy logic was established, which used the road condition and the brake pedal voltage and its change rate as input, output real-time driver's braking intention, and braking intensity. …”
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Numerical investigation of the effects of hydrogen/ammonia addition to n-heptane combustion and emissions for a dual injection compression-ignition engine by K. Ghadamkheir, F. Safamanesh, M. Moghiman, M. Hatami

“…Results indicate that carbon monoxide emissions decrease by 86.7 % with hydrogen injection and 92.5 % with ammonia injection, while CO₂ output is reduced by approximately 18.2 % for both hydrogen and ammonia blends with the primary fuel. …”
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Energy Management System for Smart Grid in the Presence of Energy Storage and Photovoltaic Systems by Alireza Kermani, Amir Mahdi Jamshidi, Zahra Mahdavi, Amir ali Dashtaki, Mohammad Zand, Morteza Azimi Nasab, Tina Samavat, P. Sanjeevikumar, Baseem Khan

“…The proposed controller, while automatically and dynamically adapting to the solar cell output changes, is capable of responding to external requests, such as price signals or satisfying power system constraints or operator requests. …”
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Multifunctional Photonic Reservoir Computing Based on Semiconductor Laser With Optical Feedback by Liyue Zhang, Weijie Hong, Songsui Li, Wei Pan, Lianshan Yan, Bin Luo, Xihua Zou

“…The neuron states of the photonic reservoir are divided into distinct sections for different tasks by the designing of input matrix, and only a set of output weight matrix, applicable to all tasks, is ultimately trained. …”
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Detection of cervical cell based on multi-scale spatial information by Gang Li, Xinyu Fan, Chuanyun Xu, Pengfei Lv, Ru Wang, Zihan Ruan, Zheng Zhou, Yang Zhang

“…Secondly, the Channel Attention Enhanced Module (CAE) is introduced to achieve channel-level weighted processing, dynamically optimizing each output feature using channel weights to focus on critical features. …”
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Analisis Penerapan Upaya Pencapaian Standar Sasaran Keselamatan Pasien Bagi Profesional Pemberi Asuhan Dalam Peningkatan Mutu Pelayanan di Rawat Inap RSUP Dr. M. Djamil Padang Tahu... by Anna Faluzi, Rizanda Machmud, Yulastri Arif

“…Budaya keselamatan pasien, budaya pelaporan IKP, serta kepatuhan profesional pemberi asuhan dalam implementasi SKP belum optimal, rata-rata capaian 89%. Output belum sesuai target 100%, masih terdapat KTD dan KNC. …”
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Evaluation of metagenetic community analysis of planktonic copepods using Illumina MiSeq: Comparisons with morphological classification and metagenetic analysis using Roche 454. by Junya Hirai, Satoshi Nagai, Kiyotaka Hidaka

“…However, the Illumina MiSeq platform with a high sequence output is being used more frequently in metagenetics, and non-calanoid copepods have not previously been fully evaluated. …”
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Air Pollutant Levels during the Large-scale Social Restriction Period and its Association with Case Fatality Rate of COVID-19 by Muhammad Rendana

“…Finally, this study concluded that the implementation of LSSR could reduce air pollutants concentration in the study area while a higher PM10 exposure could increase the risk of death from COVID-19. The output of the study can be used to arrange air quality management practice and COVID-19 transmission control in Indonesia.…”
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Coordinated planning of thermal power, wind power, and photovoltaic generator units considering capacity electricity price by Ye Xu, Wenxia Liu, Benhao Yang

“…The lower level focuses on the operation of typical days, optimizing the output of various types of units. Through case analysis, it can be concluded that the proposed model can achieve coordinated planning of capacity and capacity prices for various types of units, effectively ensuring the economic efficiency of the system while safeguarding the revenue of each unit.…”
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The Relationship Between the Policies and Procedures of International Auditing Standard (220) Quality Control and Enhancement of Audits by Ali Mohammed Hassan AL-Bakate, Sohad Sabih Al-Saffar

“… The research paper aims at knowing the link between the policies and procedures of the International Auditing Standard (220) quality control and enhancing the audit process, increasing the reliability of its output, developing its capabilities and capabilities, diversifying its activities and services provided, access to quality and reducing the expectations gap, so the policies and procedures of the International Auditing Standard (220) control were Quality, the guarantee to reach this and consequently the customer’s satisfaction, which helps in providing a neutral technical opinion that expresses the economic and financial position of the unit and its business activity honestly and fairly. …”
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Uncertainty and Sensitivity Studies with TRACE-SUSA and TRACE-DAKOTA by Means of Steady State BFBT Data by Wadim Jaeger, Victor Hugo Sánchez Espinoza, Francisco Javier Montero Mayorga, Cesar Queral

“…The results indicate also that even small parameter variations can yield to rather large variations of the selected output parameters.…”
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Predictor-Based CACC Design for Heterogeneous Vehicles With Distinct Input Delays by Amirhossein Samii, Nikolaos Bekiaris-Liberis

“…The proofs of individual vehicle stability, string stability, and regulation rely on employment of an input-output approach on the frequency domain. We present consistent simulation results, including an example in which we employ real traffic data for the trajectory of the leading vehicle and an example via which we compare the performance of our design with the existing, predictor-feedback CACC and predictor-based ACC laws. …”
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High-performance triboelectric nanogenerators based on Ag-doped ZnO loaded electrospun PVDF nanofiber mats for energy harvesting and healthcare monitoring by Hema Malini Venkatesan, Anand Prabu Arun

“…Overall, the study not only reveals the significant potential of PAZ3/TPU-based TENG for excellent output performance, but also provides a new insight into next-generation clean, affordable and sustainable energy harvesting materials.…”
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Interior design assistant algorithm based on indoor scene analysis by Lu Zhang

“…The experimental results showed that the proposed algorithm based on modal knowledge distillation had an average accuracy of 48.29 % in the four types of output. The FIoU value of the unsupervised image cooperative segmentation algorithm reached 66.20, which is superior to the existing algorithms and can better match the real indoor scene. …”
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