The Use of Large Language Models for Marking Datasets in Natural Language Processing by Krystina Makoveichuk, Alexander Olifirov, Georgiy Demenchuk, Yan Makoveichuk

“…The loosely structured rate data provided included a large number of different columns and were 275,811 rows long, but categories, subcategories and items were not defined. …”
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Providing Memory Management Abstraction for Self-Reconfigurable Video Processing Platforms by Kurt Franz Ackermann, Burghard Hoffmann, Leandro Soares Indrusiak, Manfred Glesner

“…A priority-arbitration algorithm provides the required QoS and supports high bit-rate data streaming of multiple clients. Conforming to common video data structures the controller organizes the memory in partitions, frames, lines, and pixels. …”
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Study on infrasonic leakage monitoring and signal processing for product oil pipeline by Yuanbo YIN, Yuxing LI, Wen YANG, Shu LU, Chen ZHANG, Cuiwei LIU, Kai YANG, Wuchang WANG

“…Furthermore, the experimental data were processed and classified, utilizing the method based on Wavelet Transform-Random Forest (WT-RF). …”
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Defect Detection System on Stamping Machine Using the Image Processing Method by Nur Wisma Nugraha, Suharayadi Pancono, Gun Gun Maulana

“…The biggest challenge in the production process is achieving good quality with a product defect rate close to zero defect. …”
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Joint processing of measurements in a rangefinder-doppler multistatic radar system by E. G. Borisov

“…The physical basis for increasing the accuracy of positioning is to use redundant measurements by processing the total ranges. The considered option of processing redundant measurements in a multistatic radar system does not require time to accumulate data, and the task of increasing accuracy is solved in one measurement cycle. …”
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Lamb wave ultrasonic testing technology for diagnosis and prediction of hidden cracks in metal structures by Dawen Yao, Peiwen Meng, Shuqi Li, Jinggang Xu

“…Taking steel as the experimental object, the results show that the fusion of Lamb wave ultrasonic detection technology and advanced data processing methods significantly improves the sensitivity and resolution of crack detection. …”
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Computational methods and technical means of processing signals of side electromagnetic emanation by Danil A. Shinyaev, Leonid N. Kessarinskiy, Egor A. Simakhin

“…The main criterion for the effectiveness of image restoration and improvement after receiving side electromagnetic signals is the Char Error Rate. This indicator has been reduced by more than 60% compared to image restoration without post-processing. …”
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Biases of Happy Faces in Face Classification Processing of Depression in Chinese Patients by Yuying Tong, Gang Zhao, Jinbo Zhao, Nianxiang Xie, Dong Han, Bowen Yang, Qi Liu, Hailian Sun, Yanjie Yang

“…We explored the face classification processing mechanism in depressed patients, especially the biases of happy faces in face classification processing of depression. …”
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DPU empowered intelligent congestion control mechanism for the intelligent computing center network by CHEN Jinqian, GUO Shaoyong, LIU Chang, QI Feng, QIU Xuesong

“…Addressing the issue of frequent network congestion due to high-frequency interactions between intelligent computing center clusters, which compromised the real-time performance of intelligent services, a congestion control model driven by deep reinforcement learning algorithm was constructed with the data processing unit (DPU). By integrating pruning and quantization, the model was lightweighted. …”
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SemantiPack: An Efficient Real-World Data Compressor Using Structural and Semantic Metadata by Yoshiteru Nagata, Daiki Kohama, Yoshiki Watanabe, Shin Katayama, Kenta Urano, Takuro Yonezawa, Nobuo Kawaguchi

“…Experimental results demonstrate up to 23.2% improved compression rate for JSON and 19.3% for CSV compared to conventional methods while maintaining a faster or equivalent processing speed compared to conventional methods. …”
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Data Mining Techniques for Iraqi Biochemical Dataset Analysis by Sarah Sameer, Suhad Faisal Behadili

“…However, these data have many dimensions with a high rate of null values, and big patient numbers. …”
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Industrial multi-machine data aggregation, AI-ready data preparation, and machine learning for virtual metrology in semiconductor wafer and slider production by Feiyang Ou, Julius Suherman, Chao Zhang, Henrik Wang, Sthitie Bom, James F. Davis, Panagiotis D. Christofides

“…We refer to this as a Data-first strategy to process, engineer and model with AI-Ready data. …”
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Stimulus selection enhances value-modulated somatosensory processing in the superior colliculus. by Yun Wen Chu, Suma Chinta, Hayagreev V S Keri, Shreya Beri, Scott R Pluta

“…Where along the neural hierarchy does somatosensory processing transition from a map of stimulus location to a map of stimulus value? …”
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Deep learning based bio-metric authentication system using a high temporal/frequency resolution transform by Sajjad Maleki Lonbar, Akram Beigi, Nasour Bagheri, Nasour Bagheri, Pedro Peris-Lopez, Carmen Camara

“…The GoogleNet architecture is selected for its effectiveness in processing complex image data, and is used for both training and testing the system.ResultsThe identity verification model achieved impressive results across two benchmark datasets. …”
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Neuronal Multi Unit Activity Processing with Metal Oxide Memristive Devices by Caterina Sbandati, Xiongfei Jiang, Deepika Yadav, Spyros Stathopoulos, Dana Cohen, Alex Serb, Shiwei Wang, Themis Prodromakis

“…However, traditional systems focusing on single‐neuron spike detection require high processing rates and power, hindering the up‐scaling for neurons‐population monitoring in clinical application. …”
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PREVENTION OF POST-RESTORATION PAIN BY PROCESSING CARIOUS CAVITIES WITH WETTING AGENT by O.V. Lubchenko

“…Evaluation of restorations was carried out the next day and 3 days after the works in accordance with the verbal rating scale of pain, which allows to estimate the intensity of pain by qualitative verbal assessment. …”
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Construction and Application of Media Corpus Based on Big Data by Bochun Yin, Lei Fu

“…Media corpus data are collected, the data are divided into four categories, the heuristic data item column sorting algorithm is introduced to sort all collection processes, the minimum value of data item collection rate is determined, on this basis, the maximum value of quantity in media corpus is determined, and data collection is realized in media corpus data through sliding window. …”
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Statistical Inference to the Parameter of the Inverse Power Ishita Distribution under Progressive Type-II Censored Data with Application to COVID-19 Data by Kariema A. Elnagar, Dina A. Ramadan, Beih S. El-Desouky

“…Then, an application of the suggested approaches is considered a set of real-life data this data set COVID-19 data from France of 51 days recorded from 1 January to 20 February 2021 formed of mortality rate. …”
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A data matching algorithm based on instruction pipeline by Yang Jiajia, Li Zheng, Zheng Er, Zhao Jing, Yan Wei, Liu Jin

“…However, in the data processing process of high-performance computing, the low performance of algorithm matching cannot meet the high-performance requirements of algorithms in the big data processing environment, resulting in limited application scope. …”
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Intelligent System Using Data to Support Decision-Making by Viera Anderková, František Babič, Zuzana Paraličová, Daniela Javorská

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