Big Data Reduction and Optimization in Sensor Monitoring Network by Bin He, Yonggang Li

“…Meanwhile, with the increase of the network size, the system is incapable of dealing with big data to ensure efficient data communication, transmission, and storage. …”
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Monthly Rainfall Estimation Using Data-Mining Process by Özlem Terzi

“…It is important to accurately estimate rainfall for effective use of water resources and optimal planning of water structures. For this purpose, the models were developed to estimate rainfall in Isparta using the data-mining process. …”
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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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Balinese traditional building architecture datasetMendeley Data by I Gusti Agung Gede Arya Kadyanan, Ngurah Agus Sanjaya ER, Ida Bagus Gede Dwidasmara, I Kadek Dwi Adnyana, I Komang Widia Pratama, Ngakan Made Alit Wiradhanta, I Agung Gede Ary Mahayasa

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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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Outcomes of West syndrome: literature review and own data by T. M. Prygunova

“…These criteria are based on literature and our own data. Predictors of an adverse outcome of West syndrome include: symptomatic forms of disease (structural, genetic, infectious), impaired neuropsychological development before onset of epileptic spasms, age of spasms onset more than 8 months, the presence of other seizures types in addition to epileptic spasms, the need for polytherapy of antiepileptic drugs. …”
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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-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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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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Providing Web Archive News Articles as Corpus Data by Jon Carlstedt Tønnessen, Magnus Breder Birkenes

“…While the huge data repositories of web archives carry big potential for knowledge production in academia, researchers have described significant challenges when trying to access and make use of web archives in research. …”
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Where and how to house big data on small fragments by Daniel A. Erlanson, Stephen K. Burley, Daren Fearon, James S. Fraser, Dale Kreitler, Maria Cristina Nonato, Naoki Sakai, Jan Wollenhaupt, Manfred S. Weiss

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THE SCOPE OF FARMS SUSTAINABILITY TOOLS BASED ON FADN DATA by Vida DABKIENĖ

“…This paper reviews recent reports on the farm sustainability assessment, in particular, the farm sustainability assessments based on EU Farm Accountancy Data Network (FADN). The most commonly-used data source for evaluation of farms economic, social and environment sustainability is farmers’ survey, employing structured questionnaire or/and in-depth interview. …”
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Multi-scale Hochschild spectral analysis on graph data by Yunan He, Jian Liu

“…These innovations enabled us to extract multiscale topological and geometric features from graph data. We demonstrated the effectiveness of our method by analyzing the molecular structures of common drugs, such as ibuprofen and aspirin, producing visualized Hochschild feature curves that capture intricate topological properties. …”
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Data feminism in museum collections: mapping principles to practices by Alexandria Rayburn

“…While museum practitioners are adept at understanding the limitations of their data schemas and organizing structures, further work is required to incorporate emotion and embodiment into museum data, as the current model relies on external researchers and community members for this. …”
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Trajectory Classification Through Topological Data Analysis Perspectives by Miriam Esteve, Antonio Falco

“…This paper examines the application of Topological Data Analysis (TDA) for trajectory classification, aiming to improve the interpretation of complex spatial movement patterns. …”
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