Scorecard for synthetic medical data evaluation by Ghada Zamzmi, Adarsh Subbaswamy, Elena Sizikova, Edward Margerrison, Jana G. Delfino, Aldo Badano

“…Although the interest in synthetic medical data (SMD) for developing and testing artificial intelligence (AI) methods is growing, the absence of a comprehensive framework to evaluate the quality and applicability of SMD hinders its wider adoption. …”
Get full text

Patent Landscape and Applications of Organic Menthol Crystals: An In-Depth Analysis of Emerging Trends and Industrial Applications by Reda El Boukhari, Ahmed Fatimi

“…This study presents a comprehensive patent landscape analysis of organic menthol crystals and their derivatives, with a focus on identifying current trends and emerging applications. Patent data were retrieved from The Lens and Google Patents, and 23,515 relevant patents were analyzed using international patent classification codes. …”
Get full text

Inferring the source of transmission with phylogenetic data. by Erik M Volz, Simon D W Frost

“…Identifying the source of transmission using pathogen genetic data is complicated by numerous biological, immunological, and behavioral factors. …”
Get full text

Outlier Detection on High-Dimensional Data by wasan shaban, Murtadha Hamad

Get full text

The role of Big Data in Climate research by Andreea-Mihaela NICULAE, Alin Gabriel VADUVA

“…Key research themes include urban health, smart technologies, and algorithmic modelling. While big-data applications grew steadily to 2022, a decline in 2023 suggests shifting priorities. …”
Get full text

Correlation and autocorrelation of data on complex networks by Rudy Arthur

“…Abstract Networks where each node has one or more associated numerical values are common in applications. This work studies how summary statistics used for the analysis of spatial data can be applied to non-spatial networks for the purposes of exploratory data analysis. …”
Get full text

THE QUALITY OF DATA AND METADATA IN A DATAWAREHOUSE by Carmen Răduţ

“…The data quality is an important concept for the economic applications used in the process of analysis. …”
Get full text

Privacy preserving in the age of big data by Xianjin FANG, Yafei XIAO, Gaoming YANG

“…One of biggest concerns of big data is privacy,especially,in the processing of big data publishing or data mining.However,the study on big data privacy is still at a very early stage.The preliminary knowledge about the definition of roles and operations of privacy system were introduced.The mathematical description and measurement metrics of privacy study was given.The models of privacy preserving were analyzed,including k-anonymity and differential privacy.The current situation of privacy preserving in big data age was reviewed,especially,the privacy preserving based location-based services and its applications were summarized.The challenges and opportunities in the age of big data were summarized.The directions to improve the existing privacy protection methods satisfying the unprecedented computational requirements of big data were pointed out.…”
Get full text

Challenges in Dental Statistics: Data and Modelling by Domenica Matranga, Paolo Castiglia, Giuliana Solinas

“…During the meeting, we dealt with very important topics of statistical methodology for the analysis of dental data, covering the analysis of hierarchically structured and over-dispersed data, the issue of calibration and reproducibility, as well as some problems related to survey methodology, such as the design and construction of unbiased statistical indicators and of well conducted clinical trials. …”
Get full text

Cloud Data Center Based on SDN by Shaoyang Rao, Yunqing Chen, Ming Feng

“…Along with rapid growth of mobile internet, cloud computing and other new services, on the one hand, the traditional IDC is being transformed to cloud computing data center, on the other hand, more and more applications and data are coming to be carried on the cloud, which makes the scale of cloud data centers substantially increase, while the traditional network architecture and the technologies has been difficult to adapt to the development of the cloud data center. …”
Get full text

Synthetic data production for biomedical research by Yun Gyeong Lee, Mi-Sook Kwak, Jeong Eun Kim, Min Sun Kim, Dong Un No, Hee Youl Chai

“…Although synthetic data does not consist of actual data points, it is derived from original datasets, thereby enabling analyses that yield results comparable to those obtained with real data. …”
Get full text

The Logarithmic Derivative in Scientific Data Analysis by Ruediger Grunwald

“…It can be applied to complex maps of data containing multiple superimposed and alternating ramping or decay functions. …”
Get full text

Data Inconsistency Evaluation for Cyberphysical System by Hao Wang, Jianzhong Li, Hong Gao

“…Cyberphysical systems (CPSs) have been widely applied in a variety of applications to collect data, while data is often dirty in reality. …”
Get full text

DATA CENTER REMODELING FOR THE INTERNET OF THINGS by Cristian IVĂNUŞ

“…It should be stored increasing volumes of data. Applications became increasingly complex. The requirements for running business operations should be very flexible. …”
Get full text

LIFTING THE VEIL OF THE GDPR TO DATA SUBJECTS by Laura-Cristiana SPATARU-NEGURA, Cornelia LAZAR

“…Europe’s clock is now ticking with regards to data protection: just in a few days, on 25 May 2018, a new EU data protection framework - the Regulation (EU) 2016/6791, will apply and will be directly applicable in all the Member States. …”
Get full text

An Optimal Linear Transformation for Data Assimilation by Chris Snyder, Gregory J. Hakim

“…Abstract Linear transformations are widely used in data assimilation for covariance modeling, for reducing dimensionality (such as averaging dense observations to form “superobs”), and for managing sampling error in ensemble data assimilation. …”
Get full text

Advanced techniques for fusion data visualisation by Nitesh Bhatia, Rui Costa, Samuel Jackson, Nathan Cummings, Stanislas J. P. Pamela, Shaun de Witt, Alejandra N. Gonzalez Beltran, Robert Akers

“…This study explores the adaptation of advanced visualisation techniques to fusion data through three core domains: (1) efficient analysis and instinctive exploration of heterogeneous datasets; (2) construction of visualisation pipelines enabling iterative refinement and retrospective analysis; and (3) deployment of new tools and technologies tailored to fusion-specific applications such as 3D visualisation, real-time dashboards, and immersive environments. …”
Get full text

The appification of borders: Data, migration and digitalization by Can E Mutlu, Philippe M Frowd, Benjamin Muller

“…In recent years, states have increasingly made use of apps for customs declarations, visa and residence permit applications, and even claims for asylum. Such technologies are at the core of a tension between facilitation and fast mobility on one side, and the intensive need for data and prediction on the other. …”
Get full text

WisdomModel: convert data into wisdom by Israa Mahmood, Hasanen Abdullah

“…Originality/value – This research focuses on defining wisdom in practical applications. Despite of the development in information system, there is still no framework or algorithm that can be used to extract wisdom from data. …”
Get full text

Detection to false data for smart grid by Jian Zheng, Shumiao Ren, Jingyue Zhang, Yu Kui, Jingyi Li, Qin Jiang, Shiyan Wang

“…This evaluation manner of data consistency and that of boundary learning are equally applicable to the identification and separation of those false data injected into other real-time systems.…”
Get full text