Random-Rate Processes in Navigation in Bacteria, Archaea, and Desert Ants by Ken Cheng

“…I review evidence in bacteria, archaea, and one animal, the Australian desert ant Melophorus bagoti, that such interruptions to forward movement take place as random-rate or Poisson processes. At every moment in time, there is a constant probability of the event taking place. …”
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CODEC FOR THE PROCESSING AND TRANSFER OF PANORAMIC VIDEO DATA by К. А. Volkov, V. K. Konopelko

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Data-driven network intrusion detection using optimized machine learning algorithms by Dauda Adeite Adenusi, Oladosu Oyebisi Oladimeji, Theopilus Adekunle Oyekola, Korede Solomon Olagunju

“…The research investigates the impact of data preprocessing techniques, including data balancing and duplicate removal, on detection performance. …”
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An automated data collection process for constructing graph data relying on LLMs by Ngoc Ton Ho, Hoang Son Nguyen, Ngoc Minh Chau Ngueyen, Pham Cuong Nguyen

“…An evaluation carried out on the extraction and matching methods shows that the F1-score and precision rates are high. Overall, this study contributes to advancement of the field by providing a methodology for automating the collection and processing of online data sources, significantly improving the quality of data collection from online sources. …”
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An automated data collection process for constructing graph data relying on LLMs by Ngoc Ton Ho, Hoang Son Nguyen, Ngoc Minh Chau Ngueyen, Pham Cuong Nguyen

“…An evaluation carried out on the extraction and matching methods shows that the F1-score and precision rates are high. Overall, this study contributes to advancement of the field by providing a methodology for automating the collection and processing of online data sources, significantly improving the quality of data collection from online sources. …”
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An edge streaming data processing framework for autonomous driving by Hang Zhao, LinBin Yao, ZhiXin Zeng, DongHua Li, JinLiang Xie, WeiLing Zhu, Jie Tang

“…It could forecast the variation of sensors data arrive rate, make streaming Batch Interval adjustment in advance and implement real-time streaming process by edge. …”
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Evaluation of machine learning algorithms in tunnel boring machine applications: a case study in Mashhad metro line 3 by Morteza Abbasi, Amir Hossein Namadchi, Mehdi Abbasi, Mohsen Abbasi

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Hadoop Processing Methods for Large Scale Video Data by Guangzhi Wu

“…However, there are still problems with low data processing efficiency and serious video damage in the current processing framework for large-scale video data. …”
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A Dynamic Processing System for Sensor Data in IoT by Minbo Li, Yanling Liu, Yuanfeng Cai

“…This paper proposes a dynamic sensor data processing (SDP) system to capture and process sensor data continuously on the basis of data streaming technology. …”
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Forecasting Economic Indicators by Applied Technologies of Data Processing by R. R. Veynberg, A. S. Skotchenko, A. A. Grigorev, A. B. Yaroshyk

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SETI@home: Data Acquisition and Front-end Processing by E. J. Korpela, D. P. Anderson, J. Cobb, M. Lebofsky, W. Liu, D. Werthimer

“…Most radio SETI projects analyze data using dedicated processing hardware. SETI@home uses a different approach: time-domain data is distributed over the internet to >10 ^5 volunteered home computers, which analyze it. …”
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Dataset for Traffic Accident Analysis in Poland: Integrating Weather Data and Sociodemographic Factors by Łukasz Faruga, Adam Filapek, Marta Kraszewska, Jerzy Baranowski

“…Road traffic accidents remain a critical public health concern worldwide, with Poland consistently experiencing high fatality rates—52 deaths per million inhabitants in 2023, compared to the EU average of 46. …”
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OFDM-NOMA Error Rate Reduction Using Direct Data Detection by Tasneem Assaf, Arafat Al-Dweik, Anshul Pandey, Jean-Pierre Giacalone

“…The direct data detection (<inline-formula> <tex-math notation="LaTeX">$D^{3}$ </tex-math></inline-formula>) is proven to provide a significant error rate reduction for orthogonal multiple access (OMA) schemes because it does not directly depend on the estimated channel state information (CSI). …”
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Stability and process control of single-diamond grinding based on clustering of processing morphology data by Xinyu XU, Xiansong HE, Zhaojie CHEN, Jingying ZHANG, Linfeng YANG, Jin XIE

“…To this end, the data clustering analysis is used to analyze the machining morphology data of the workpiece, and the stable single-point grinding of the workpiece is achieved through process control. …”
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A reliable and privacy-preserved federated learning framework for real-time smoking prediction in healthcare by Siddhesh Fuladi, D. Ruby, N. Manikandan, Animesh Verma, M. K. Nallakaruppan, Shitharth Selvarajan, Shitharth Selvarajan, Shitharth Selvarajan, Preeti Meena, V. P. Meena, Ibrahim A. Hameed

“…The proposed framework incorporates careful data preprocessing, rational model architecture selection, and optimal parameter tuning to predict smoking with high precision. …”
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Unsupervised Discretization of Continuous Variables in a Chicken Egg Quality Traits Dataset by Zeynel Cebeci, Figen Yıldız

“…Discretization is a data pre-processing task transforming continuous variables into discrete ones in order to apply some data mining algorithms such as association rules extraction and classification trees. …”
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A Method of Performance Optimization for Distributed Stream Data Processing in Vehicle Data Peak Scenario by TANG Pengfei, HU Weimin, YANG Yongtao

“…Actual project application results show that this method can effectively solve the problem of performance bottleneck when the processing rate of streaming data cannot keep up with the reading rate in the data flood scenario.…”
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Strategy for Reducing Stunting Rate Using Analytical Hierarchy Process in Garut District by Mila Karmila, Ikeu Kania, Mochammad Iqbal Fadhlurrohman, Dena Ananda Hilmaniah

“…Then, the priority results from the analytical hierarchy process were strengthened using a SWOT analysis, with the RT Drinking Water Management and Alternative Socialization sub-criteria having good weight and being located in quadrant I, which has the capability and potential to reduce the stunting rate of the Garut Regency’s.…”
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LOTUS Software to Process Wearable EmbracePlus Data by Jack S. Fogarty

“…This is memory-efficient but requires programming expertise to compile the raw data into continuous file formats that can be processed using standard techniques. …”
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Recent advances in petrochronology: from dates to ages and rates of deep orogenic processes by Labrousse, Loic, Bonnet, Guillaume, François, Camille, Godet, Antoine, Gyomlai, Thomas

“…In order to decipher the prevalent processes active at depth in orogenic systems, their time sequence and their rates have to be assessed. …”
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