Optimized workflow for behavior-coupled fiber photometry experiment: improved data navigation and accessibility by Anna Athanassi, Amaury François, Emmanuel Bourinet, Marc Thevenet, Nathalie Mandairon

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Design of Enterprise Economic Information Management System Based on Big Data Integration Algorithm by Xiao Liu

“…Based on the analysis of the current status of enterprise big data application, this paper constructs an enterprise economic informational management system based on big data and also describes in detail the key technologies of enterprise economic informational data management from three aspects: NoSQL-based big data storage management, Hadoop-based economic informational big data informational and economic informational big data analysis, and mining algorithm. …”
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On Statistical Properties of a New Bivariate Modified Lindley Distribution with an Application to Financial Data by Ahmed Elhassanein

“…The univariate one-parameter Lindley distribution is still one of the most applicable distributions in data analysis especially in lifetime data. Modeling dependent random quantities required bivariate parametric probability distributions. …”
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Ciphertext policy hidden access control scheme based on blockchain and supporting data sharing by Ruizhong DU, Tianhe ZHANG, Pengliang SHI

“…Firstly, based on the asymmetric decisional bilinear Diffie-Hellman,the ciphertext indistinguishability of the scheme in the access control phase and the data sharing phase is proved. Secondly, the proposed scheme is compared with some access control schemes with similar technologies in recent years in terms of group order,access structure,policy hiding and so on,it can be seen from the comparison results that the scheme in this paper has certain advantages in terms of functional characteristics.Afterwards,the cost of deploying contracts and executing related functions on the blockchain is evaluated.The results show that the gas cost of the scheme in this paper is within a reasonable range.The final simulation results show that the proposed scheme has high efficiency in both the access control stage and the data sharing stage.According to the design of the existing paper comparative experiments,we set the number of attributes to 0-20.In the access control stage, the initialization time, key generation time, encryption time and decryption time are compared with other schemes.The results show that although the computational overhead of the proposed scheme is relatively large in the initialization stage, the efficiency in the key generation stage, encryption stage and decryption stage is higher than that of the other three schemes, so the proposed scheme has higher efficiency in the access control stage.In the data sharing stage, the re-encryption time and re-decryption time are compared with other schemes, respectively. …”
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Development and validation of an AI-enabled oral score using large-scale dental data by Sri Kalyan Yarlagadda, Navid Samavati, Mina Ghorbanifarajzadeh, Vlada Levinta, Alireza Sojoudi, Wardah Inam, Teresa A. Dolan

“…Abstract This research introduces Oral Score Basic (OS-B), a novel Artificial Intelligence (AI) derived methodology designed to provide a comprehensive, objective assessment of individual teeth and overall oral health, initially focused on dental conditions. Leveraging data from more than 340,000 patients across 2,558 U.S. dental practices, OS-B combines radiographic findings and periodontal probing depths with a treatment probability-weighted cost function to quantify the severity of dental conditions. …”
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The course of ankylosing spondylitis during pregnancy: intermediate data of a prospective follow-up by O. A. Krichevskaya, Z. M. Gandaloeva, A. B. Demina, T. V. Dubinina

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A New Generated Family of Distributions: Statistical Properties and Applications with Real-Life Data by John Kwadey Okutu, Nana K. Frempong, Simon K. Appiah, Atinuke O. Adebanji

“…The RL-G family has the ability to model “right,” “left,” and “symmetric” data as well as different shapes of the hazard function. …”
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Public management platform construction and mode innovation thinking under the background of big data by Zhou Chunyu, Zheng Zunwen

“…Under the development trend of big data, the advanced technology represented by computer and data analysis plays an important role in the application of public management data, and the innovation of public management mode has become the focus of government departments. …”
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APPLICATION OF NEURAL NETWORKS IN DIAGNOSTICS OF BREAST CANCER ACCORDING TO THE DATA OF MICROWAVE RADIO THERMOMETRY by A. Losev, D. Medvedev

“…In recent years, the method of microwave radiothermometry has been increasingly used in the diagnosis of breast cancer. However, the analysis and interpretation of thermometric data is quite a difficult task. …”
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Gene set enrichment in eQTL data identifies novel annotations and pathway regulators. by Chunlei Wu, David L Delano, Nico Mitro, Stephen V Su, Jeff Janes, Phillip McClurg, Serge Batalov, Genevieve L Welch, Jie Zhang, Anthony P Orth, John R Walker, Richard J Glynne, Michael P Cooke, Joseph S Takahashi, Kazuhiro Shimomura, Akira Kohsaka, Joseph Bass, Enrique Saez, Tim Wiltshire, Andrew I Su

“…We believe that the specific molecular hypotheses generated in this study will reveal many additional pathway members and regulators, and that the analysis approaches described herein will be broadly applicable to other eQTL data sets.…”
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The Cost of Ankylosing Spondylitis in the UK Using Linked Routine and Patient-Reported Survey Data. by Roxanne Cooksey, Muhammad J Husain, Sinead Brophy, Helen Davies, Muhammad A Rahman, Mark D Atkinson, Ceri J Phillips, Stefan Siebert

“…The combination of patient-reported and linked routine data significantly enhanced the health economic analysis and this methodology that can be applied to other chronic conditions.…”
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An Algorithm for Forecasting Future Trends by Aleksandr Borzov, Viktor Sorokin, Vitaly Mityazov, Daria Shimanova

“…The contemporary information landscape is characterised by a huge amount of data available for analysis using a variety of research tools and methods. …”
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An association rule-based approach for frequent item mining of multi-stage access data by Silong Wu

“…Experiments have shown that this method can effectively mine frequent items in multi-stage access data, and the Pearson coefficient of frequent items mined by this method is close to 1, that is, the mining accuracy of frequent items is high; at different minimum weighted supports, this method has multi-stage comprehensive evaluation function value of mining frequent items in access data is higher, that is, the mining effect of frequent items is better.…”
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Methodology for Assessing the Transport Accessibility of Capital Objects in a Megacity Based on Geoinformation Data by S. V. Mkhitaryan, Zh. B. Musatova, T. V. Murtuzalieva, G. S. Timokhina, I. P. Shirochenskaya

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Mechanistic phenotypes: an aggregative phenotyping strategy to identify disease mechanisms using GWAS data. by Jonathan D Mosley, Sara L Van Driest, Emma K Larkin, Peter E Weeke, John S Witte, Quinn S Wells, Jason H Karnes, Yan Guo, Lisa Bastarache, Lana M Olson, Catherine A McCarty, Jennifer A Pacheco, Gail P Jarvik, David S Carrell, Eric B Larson, David R Crosslin, Iftikhar J Kullo, Gerard Tromp, Helena Kuivaniemi, David J Carey, Marylyn D Ritchie, Josh C Denny, Dan M Roden

“…In the second step, we employed a hypothesis-free ontological enrichment analysis using the sorted nsSNPs to identify functional mechanisms underlying the diagnoses comprising the mechanistic phenotypes. …”
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Secure and efficient power data sharing platform construction approach based on blockchain oracle by LU Ning, CHEN Fangyu, LIU Zenghui, WANG Qinghao, SHI Wenbo, MA Jianfeng

“…When taking the diversity of power data sharing, the privacy of power data and the large scale of power data into consideration, the existing data sharing platforms would suffer the following disadvantages: the low scalability and the poor security. …”
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A Blockchain-Based Secure Data Transaction and Privacy Preservation Scheme in IoT System by Jing Wu, Zeteng Bian, Hongmin Gao, Yuzhe Wang

“…Prototype system testing verifies the functional completeness and performance feasibility of the scheme, providing a complete and effective technical solution to address the challenges of data integrity, verifiable transactions, and fine-grained access control, while mitigating the reliance on a trusted central authority in IoT data sharing.…”
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Contributions to Studying the Quality of Life in Inner Urban Environments Through the Publication of Open Data by Radu Nicolae Pietraru, Daniela-Nicoleta Martin, Adriana Olteanu

“…This paper presents an original solution for the archiving, preliminary analysis, cleaning, and publishing of data recorded by an IoT platform in an open format accessible to any interested researcher. …”
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Probability Model of Hangzhou Bay Bridge Vehicle Loads Using Weigh-in-Motion Data by Dezhang Sun, Xu Wang, Bin Chen, Baitao Sun

“…To study the vehicle load characteristics of bay bridges in China, especially truck loads, we performed a statistical analysis of the vehicle loads on Hangzhou Bay Bridge using more than 3 months of weigh-in-motion data from the site. …”
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Conceptual approaches to transforming budgeting procedures on the basis of opportunities provided by big data technologies by E. D. Novikova

“…The article studies trends of growing information masses that are used in managerial accounting and budgeting, systematizes functional tasks accomplished by big data in different industries of Russian economy, investigates processes of accounting procedures’ transformation, analyzes opportunities and practice of using big data in making managerial decisions at Russian enterprises, grounds the necessity to introduce advanced technologies of data analysis in the system of accounting and budgeting. …”
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