Human Behavior Analysis Using Radar Data: A Survey by Patrycja Miazek, Alicja Zmudzinska, Pawel karczmarek, Adam Kiersztyn

“…Transfer learning addresses issues related to data scarcity, while data fusion models integrate information from multiple sources. …”
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Data-Driven Policy Making Framework Utilizing TOWS Analysis by Yeonbin Son, Youngeun Kim, Yerim Choi

“…This demonstrates the potential of data-driven approaches to enhance the precision and comprehensiveness of policy development in times of uncertainty.…”
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ANALYSIS OF MUCOPOLYSACCHARIDOSIS TYPE 1 PROGRESSION BASED ON MRI DATA by E.V. Bogdanov

“…This study proposes an algorithm for automated MRI data analysis aimed at assessing the dynamics of brain structure changes in patients with MPS 1. …”

Lenticulostriate vasculopathy in newborns: whole genome sequencing data analysis by Svetlana Dauengauer-Kirlienė, Dovydas Pranauskas, Yogen Singh, Vaidutis Kučinskas, Alina Urnikytė

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Data analysis strategies for the Accelerating Medicines Partnership® Schizophrenia Program by Nora Penzel, Pablo Polosecki, Jean Addington, Celso Arango, Ameneh Asgari-Targhi, Tashrif Billah, Sylvain Bouix, Monica E. Calkins, Dylan E. Campbell, Tyrone D. Cannon, Eduardo Castro, Kang Ik K. Cho, Michael J. Coleman, Cheryl M. Corcoran, Dominic Dwyer, Sophia Frangou, Paolo Fusar-Poli, Robert J. Glynn, Anastasia Haidar, Michael P. Harms, Grace R. Jacobs, Joseph Kambeitz, Tina Kapur, Sinead M. Kelly, Nikolaos Koutsouleris, K. R. Abhinandan, Saryet Kucukemiroglu, Jun Soo Kwon, Kathryn E. Lewandowski, Qingqin S. Li, Valentina Mantua, Daniel H. Mathalon, Vijay A. Mittal, Spero Nicholas, Gahan J. Pandina, Diana O. Perkins, Andrew Potter, Abraham Reichenberg, Jenna Reinen, Michael S. Sand, Johanna Seitz-Holland, Jai L. Shah, Vairavan Srinivasan, Agrima Srivastava, William S. Stone, John Torous, Mark G. Vangel, Jijun Wang, Phillip Wolff, Beier Yao, Alan Anticevic, Daniel H. Wolf, Hao Zhu, Carrie E. Bearden, Patrick D. McGorry, Barnaby Nelson, John M. Kane, Scott W. Woods, René S. Kahn, Martha E. Shenton, Accelerating Medicines Partnership® Schizophrenia (AMP® SCZ), Guillermo Cecchi, Ofer Pasternak

“…Here, we describe the key principles for the data analysis. The primary AMP SCZ analysis aim is to use baseline clinical assessments and multimodal biomarkers to predict clinical endpoints of CHR individuals. …”
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Smart Agriculture Applications and Data Analysis with Industry 4.0 by Abdullah Sevin, Yasin Ömercikoğlu

“…Thanks to data analysis with the mobile application we have developed, we can see the current status of the crops and make instant decisions, and it also plays a role in determining market prices. …”
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On Analysis of Seismic Vibrations Data Applying Doppler Effect Expression by J. Skeivalas, E. K. Paršeliūnas, D. Šlikas, R. Obuchovski, R. Birvydienė

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Software for processing of data of whole-genome sequence analysis of microorganisms by M. V. Sprindzhuk, R. C. Sergeev, Yu. E. Demidchik, O. M. Zalutskaya, A. E. Skryagin, A. M. Skryagina

“…The article presents the brief review of the current software developed for data analysis of microorganisms’ whole genomes.…”
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HSNMF enables accurate and effective analysis for the college students' psychological health education data and student life data by Yuanyuan Ma, Yuanyuan Ma, Lifang Liu

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Application of a Hybrid Model for Data Analysis in Hydroponic Systems by Kuanysh Bakirov, Jamalbek Tussupov, Akhmet Tussupov, Ibraheem Shayea, Aruzhan Shoman

“…This study presents a hybrid data analysis approach to optimize the growing conditions for beetroot and tarragon microgreens cultivated in hydroponic systems. …”
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Data Analysis Subsystem as a Way of Automating Monitoring and Analysis Processes for Prices in Online Stores by Alla Vsevolodova, Olga Kartasheva

“…To monitor, process, store and analyze data on prices for goods in online stores, a subsystem has been developed that collects information from marketplaces, saves the collected data to a database and displays the finished result to the user in a convenient form. …”
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Analysis of Precipitation Totals Based on Radar and Rain Gauge Data by Karol Dzwonkowski, Ireneusz Winnicki, Sławomir Pietrek, Jolanta Siewert

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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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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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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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Evaluating the Security of Merkle Trees: An Analysis of Data Falsification Probabilities by Oleksandr Kuznetsov, Alex Rusnak, Anton Yezhov, Kateryna Kuznetsova, Dzianis Kanonik, Oleksandr Domin

“…Our study aims to bridge this gap by developing a theoretical framework to calculate the probability of data falsification, taking into account various scenarios based on the length of the Merkle path and hash length. …”
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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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