Detecting Phantom Data Usage on Smartphones with Analysis of Contextual Information by Shiqi Jiang, Pengfei Zhou, Mo Li

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Tooling for Reproducible Research: Considerations for the Past and Future of Data Analysis by Roger Peng

“…We consider these contributions in the context of the history of reproducible research and consider what the implications are for the future of data analysis. …”
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Combinatorial Efficiency Evaluation: The Knapsack Problem in Data Envelopment Analysis by Xiao-guang Qi, Bo Guo

“…The traditional data envelopment analysis (DEA) literatures generally concentrated on the efficiency evaluation of single decision making unit (DMU). …”
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Sustainable Commuting: Active Transport Practices and Slovenian Data Analysis by Aleksandar Šobot, Sergej Gričar, Štefan Bojnec

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Sentiment Analysis of Social Networking Data Using Categorized Dictionary by Akansha Singh, Aastha Sharma, Krishna Singh, Anuradha Dhull

“…Hadoop hosts various software utilities to inspect and process any type of big data. The comparative analysis presented in this paper proves the worthiness of the proposed method.…”
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Analysis of selected methods of person identification based on biometric data by Marcin Rudzki, Paweł Powroźnik

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ARTIFICIAL INTELLIGENCE AND BIG DATA ANALYSIS IN CRIME PREVENTION AND COMBAT by George-Marius ȚICAL

“…In the era of accelerated digitalization, the use of artificial intelligence (AI) and big data analysis has become a necessity in crime prevention and combat. …”
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The Neutrosophic Lognormal Model in Lifetime Data Analysis: Properties and Applications by Sultan Salem, Zahid Khan, Hamdi Ayed, Ameni Brahmia, Adnan Amin

“…Throughout the study, detailed examples from life-test data are used to confirm the mathematical development of the proposed neutrosophic model. …”
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Single‐Cell Hi‐C Technologies and Computational Data Analysis by Madison A Dautle, Yong Chen

“…Although many scHi‐C protocols have been developed, they often involve intricate procedures and the resulting data are sparse, leading to computational challenges for systematic data analysis and limited applicability. …”
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Intelligent Analysis of Logistics Information Based on Network Dynamic Data by Honglin Yan

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ANALYSIS OF MULTIDIMENSIONAL MEDICAL DATA USING PICTOGRAPHICS «CHERNOFF FACES» by I. A. Osadchaya, O. G. Berestneva, Ye. V. Nemerov

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Survey of Distributed Computing Frameworks for Supporting Big Data Analysis by Xudong Sun, Yulin He, Dingming Wu, Joshua Zhexue Huang

“…New distributed computing frameworks need to be developed to conquer these challenges. In this paper, we review MapReduce-type distributed computing frameworks that are currently used in handling big data and discuss their problems when conducting big data analysis. …”
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Modeling and Analysis on Congestion Control for Data Transmission in Sensor Clouds by Jun Huang, Donggai Du, Qiang Duan, Yanguang Zhang, Yanxiao Zhao, Hongshan Luo, Zhuoqi Mai, Qian Liu

“…In this paper, we study Random Early Detection-Based (RED-based) congestion control for data transmission in sensor Clouds. Specifically we propose an improved RED (IRED) algorithm that meets sensor Cloud networking requirements better and develop a queueing model coupled with analysis technique to evaluate the performance of the proposed congestion control scheme. …”
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Analysis and quality control of weighing lysimeter water storage data by Steven R. Evett, Paul D. Colaizzi, Gary W. Marek, Karen S. Copeland, Brice B. Ruthardt

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Evaluation of Bayesian network scoring functions in polychotomous data analysis by Xuejia Ke, Katherine Keenan, V. Anne Smith

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Utilizing CYGNSS Data for Flood Monitoring and Analysis of Influencing Factors by Yan Jia, Quan Liu, Dawei Zhu, Heng Yu, Yuting Jiang, Junjie Wang

“…Ultimately, this research offers a comprehensive analysis based on CYGNSS data for monitoring floods and their influencing factors. …”
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Data-Driven Analysis of the Chaotic Characteristics of Air Traffic Flow by Zhaoyue Zhang, An Zhang, Cong Sun, Shuaida Xiang, Shanmei Li

“…Currently, the commonly used theoretical analysis tools for nonlinear complex systems include the classical nonlinear dynamics analysis method and the newly developed complex network-based analysis method. …”
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Automation of flow cytometry data analysis with elastic image registration by Allison Irvine, Mohamed Mahmoud Moustafa, Sahul Patel, Aniket Patel, Lilja Hardardottir, Francesca Delvecchio, Taylor Foreman, Jean Oak, Scott J. Bornheimer, Raffaello Cimbro

“…Batch processing can be used to automate the analysis of bimodally distributed data but underperforms with highly-variable or continuously-expressed markers. …”
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Spatially Resolved Multiomics: Data Analysis from Monoomics to Multiomics by Changxiang Huan, Jinze Li, Yingxue Li, Shasha Zhao, Qi Yang, Zhiqi Zhang, Chuanyu Li, Shuli Li, Zhen Guo, Jia Yao, Wei Zhang, Lianqun Zhou

“…In this review, we systematically summarize recent developments of various spatial monoomics techniques and improvements in related data analysis pipeline. …”
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The SDSS-V Local Volume Mapper: Data Analysis Pipeline by Sebastián F. Sánchez, Alfredo Mejía-Narváez, Oleg V. Egorov, Kathryn Kreckel, Niv Drory, Guillermo A. Blanc, J. Eduardo Méndez-Delgado, Jorge K. Barrera-Ballesteros, Hector Ibarra-Medel, Dmitry Bizyaev, Pablo García, Aida Wofford, Alejandra Z. Lugo-Aranda

“…We introduce the data analysis pipeline (DAP) for the Sloan Digital Sky Survey V Local Volume Mapper (LVM) project, referred to as the LVM-DAP. …”
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