Longitudinal Data Regression Analysis Using Semiparametric Modelling by Abdulla Mamun, Sudhir Paul

“…However, model selection, using the AIC and the BIC, through the analysis of two real biomedical data sets show significant improvement in model parsimony. …”
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Restrictions on data-driven political micro-targeting in Germany by Simon Kruschinski, André Haller

“…The revitalisation of canvassing in recent elections is strongly related to campaigns´ growing possibilities for analysing voter data to gain knowledge about their constituents, identifying their most likely voters and serving up personalised messages through individual conversations. …”
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THE METHODOLOGICAL APPROACH IN THE MANAGEMENT OF CONSERVATION DATA FOR STUCCO ARTIFACTS by Filippo Edoardo Capasso, Francesca Castiello, Simona Dichiara, Manuel Giandomenico, Natalie Iacopino, Erika Maddalena, Camilla Mauri, Sokol Muca, Mariagiulia Roscigno, Sofia Schiattone

“…Our studies on the fragments allowed us to draw up a specific cataloguing instrument for this kind of material, carried out with a software structuring data collection in order to respond to different necessities, such as completeness and updatability, required by an efficient data management system.…”
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Quality Assurance in Big Data Engineering - A Metareview by Daniel Staegemann, Matthias Volk, Klaus Turowski

“…To facilitate the latter, in this publication, a comprehensive structured literature metareview on the topic of big data quality assurance is presented. …”
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Research on the national defense cyber security and data governance by Pengyun QI

“…Improving and perfecting China's national defense cyber and data security governance structure is not only an important part of domestic national network and data security governance, but also a key practice in subdivided data fields under the framework of the “Data Security Law”.Through comparative analysis and literature analysis, we can extract the logical characteristics from the 2013-2022 U.S.National Defense Authorization Act, the successful experience of which can be valuable for improving domestic defense cyber and data security frame.Guiding by the holistic approach to national security with the core elements of traditional and non-traditional security construction, we can improve special legislation on national defense network and data security, and a “double interaction” system of government-civilian early warning interaction awareness and government-enterprise cooperation interaction layout to improve the strategic pattern of China's defense network security and data governance.…”
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Compressing Graph Data by Leveraging Domain Independent Knowledge by Dr. Sirisha Velampalli

“…Graph compression is used to understand high level structure of the graph through improved visualization. …”
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Data-Driven Modeling of a Commercial Photovoltaic Microinverter by Hayder D. Abbood, Andrea Benigni

“…We present a data-driven modeling (DDM) approach for static modeling of commercial photovoltaic (PV) microinverters. …”
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Making it ‘Local’: Community data journalism for health justice by Shirley Roburn

“…The Local’s Code of Ethics and its Race, Representation and Equity Commitment shaped the magazine’s structure, which in turn influenced reporting. The Local applied a health-equity lens to its pandemic data journalism. …”
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Effect of structural viscosity on the propagation of ultrasonic waves in dilute suspensions by S. J. Kowalski, M. Sikorski

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PECULIARITIES OF STRUCTURAL WHITE MATTER ABNORMALITIES ON CLINICAL REALIZATION OF EPILEPSY by V. V. Kistsen, V. V. Evstigneev, I. V. Bulaev, R. A. Sakovich

“…Abstract: the article contains results of DTI with tractography estimation on structure of brain alterations diagnostics on epilepsy patients and data of correlation with clinic-neurophysiologic parameters. …”
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Parenclitic Network Analysis of Methylation Data for Cancer Identification. by Alexander Karsakov, Thomas Bartlett, Artem Ryblov, Iosif Meyerov, Mikhail Ivanchenko, Alexey Zaikin

“…We make use of ideas from the theory of complex networks to implement a machine learning classification of human DNA methylation data, that carry signatures of cancer development. …”
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From data to medical context: the power of categorization in healthcare by Batoul Msheik, Hamid Mcheick, Sara Hariri, Mehdi Adda, Mohamed Dbouk

“…In the rapidly evolving healthcare domain, the ability to structure and interpret contextual medical data is crucial for delivering personalized and efficient patient care. …”
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A Review of Differential Privacy in Individual Data Release by Jun Wang, Shubo Liu, Yongkai Li

“…The research results presented include methods based on histograms, tree structures, time series, graphs, and frequent pattern mining data release methods. …”
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PREPROCESSING OF HOPKINSON BAR EXPERIMENT DATA: FILTER ANALYSIS by Marcel Adorna, Jan Falta, Tomáš Fíla, Petr Zlámal

“…Our department mainly focuses on measurements performed on advanced materials (e.g. materials with predefined structures or hybrid foams). For such measurements, it is essential to perform data preprocessing and apply suitable filter, to be able to appropriately determine deformation pulses on the measuring bars. …”
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Big Data in marketing analytics: opportunities and problems of use by S.F., T.O.

“…The main problems of using Big Data for the development of marketing analytics have been described (objective limitation of the use of Big Data; the time gap between the occurrence and receipt of processed data for decision-making; storage and processing of streaming data; the need to acquire new competencies by employees of the marketing department; the need to improve the structure of the marketing department).…”
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Big-Data-Driven Transformations in Biomedical Research Paradigm by Jianhui LI, Ning YANG

“…However, data not only expands the boundaries of cognition, but also creates new epistemic barriers. …”
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Data center virtualization and its economic implications for the companies by Cristian STEFAN, Mariana JURIAN, Logica BANICA

“…In the current situation of the economic crisis, when companies target budgetcuttings in a context of an explosive data growth, the IT community must evaluate potentialtechnology developments not only on their technical advantages, but on their economiceffects as well. …”
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Efficient Reasoning upon Fusion of Many Data Sources by Chase Alexander Yakaboski, Eugene Santos

“…Bayesian Knowledge Bases (BKB), a graphical model for representing structured probabilistic information, allow for efficient fusion of knowledge from multiple sources. …”
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Survey of artificial intelligence data security and privacy protection by Kui REN, Quanrun MENG, Shoukun YAN, Zhan QIN

“…Artificial intelligence and deep learning algorithms are developing rapidly.These emerging techniques have been widely used in audio and video recognition, natural language processing and other fields.However, in recent years, researchers have found that there are many security risks in the current mainstream artificial intelligence model, and these problems will limit the development of AI.Therefore, the data security and privacy protection was studied in AI.For data and privacy leakage, the model output based and model update based problem of data leakage were studied.In the model output based problem of data leakage, the principles and research status of model extraction attack, model inversion attack and membership inference attack were discussed.In the model update based problem of data leakage, how attackers steal private data in the process of distributed training was discussed.For data and privacy protection, three kinds of defense methods, namely model structure defense, information confusion defense and query control defense were studied.In summarize, the theoretical foundations, classic algorithms of data inference attack techniques were introduced.A few research efforts on the defense techniques were described in order to provoke further research efforts in this critical area.…”
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Data protection regulation: a comparative law approach by Marcus Abreu de Magalhães

“…In order to compare structures of data control and compliance in dissimilar systems, the study selected four distinct arrangements : the European General Data Protection Regulation (GDPR); the California Consumer Privacy Act (CCPA); the Brazilian Digital Privacy Law, Lei Geral de Proteção de Dados Pessoais (LGPD); and the Chinese Data Privacy Framework, which is molded by a set of different regulations. …”
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