Identifying Abnormal Hosts in Data Streams Using Reversible Sketch by Aiping Zhou, Jin Qian

“…Sketches are a type of probability data structure, which are widely used to compress high‐rate data streams and estimate their statistics. …”
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Bayesian Spatial NBDA for Diffusion Data with Home-Base Coordinates. by Glenna F Nightingale, Kevin N Laland, William Hoppitt, Peter Nightingale

“…This method is especially valuable for studies for which detailed spatially structured data, but no other association data, is available. …”
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Spatio-Temporal Data Augmentation Method for Network Traffic Prediction by Sung Oh, Myeong-Jun Oh, Jong-Kyung Im, Ji-Yeon Park, Joung-Sik Kim, Na-Rae Yi, Myung-Ho Kim, Sung-Ho Bae

“…Moreover, network traffic data often exhibits localized and granular patterns, meaning that augmented data with significant spatial deviations from the original distribution can undermine structural consistency, leading to severe performance degradation in prediction models. …”
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TOPSIS-RTCID for range target-based criteria and interval data by A. Jahan, M. Yazdani, K.L. Edwards

“…This paper describes a new version of TOPSIS with interval data and capability to deal with all types of criteria. …”
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Geomagnetic data real-time forecast based on neural networks by Polozov Yurii

“…Earth magnetosphere has a complex structure and its state is estimated by geomagnetic indexes. …”
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Electronic Scientific Data & Literature Aggregation: A Review for Librarians. by Barbara Losoff

“… The advent of large-scale digital repositories, along with the need for sharing useful data world-wide, demands change to the current information structure. …”
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Topological Data Analysis in Natural Language Processing -- A Tutorial by Wlodek Zadrozny

“…Topological Data Analysis (TDA) introduces methods that capture the underlying structure of shapes in data. …”
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Crustal thickness and lithospheric properties of Mercury constrained by gravity data by Qingyun Deng, Mao Ye, Weifeng Hao, Chi Xiao, Zhen Zhong, Denggao Qiu, Wensong Zhang, Chong Zheng, Yichen Wang, Jianguo Yan, Jean-Pierre Barriot, Zhiyong Xiao, Fei Li

“…The gravity field contains information about the internal structure of this innermost planet. Although the Mercury Surface, Space ENvironment, GEochemistry, and Ranging (MESSENGER) mission acquired the best-quality orbital tracking data for Mercury, the solved gravity field models still suffer from the uneven resolution between the northern and southern hemispheres, in which broad gravity anomalies in the northern mid-latitude region and small-scale anomaly features in the high-latitude region are revealed. …”
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CP-ABE based data access control for cloud storage by SUN Guo-zi1, DONG Yu1, LI Yun1

“…To solve the safety issues in cloud storage services for network characteristics and data sharing characteristics,and based on the CP-ABE（cipertext policy-attribute based encryption） algorithm,a cipher text access control mechanism was proposed.According to access control and related architecture,the corresponding secure data structure algorithms were given.After this,the simulations and the performance analysis were given to evaluate our algorithm.Under the premise of untrusted service provider,the proposed mechanism can ensure the data security of the cloud storage system in an open environment,and can reduce right management complexity through property management.…”
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Using Weather Data for Improved Analysis of Vehicle Energy Efficiency by Reno Filla

“…This article will give an overview of how such data are structured and how they can be accessed in order to augment logs gained during vehicle operation or simulated trips. …”
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PERSONAL DATA SECURITY FOR SMART SYSTEMS AND DEVISES WITH REMOTE ACCESS by P. Veleva

“…Issues related to the personal data security of users of smart devices with remote access are discussed in the paper. …”
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Algorithmic governance and the need for consumer empowerment in data-driven markets by Stefan Larsson

“…The lack of transparency deriving from the complex and massive datafication of consumers – where consumers are profiled, data is brokered and the algorithmically automated decision-making is opaque – speaks to the need for improved supervision at a more structural level above and beyond the individual consumer’s choices, preferably by more active consumer protection authorities.…”
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Big data of open source ecosystem for intelligent software development by Yang ZHANG, Tao WANG, Gang YIN, Yue YU, Jingquan HUANG

“…Aimming to the characteristics, the big data structure of open source ecosystem of software engineering was studied, and a self-growing collection and processing framework and a convergence and sharing environment was proposed. …”
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The  Formation  of  the Production Losses  data  for  Quick  Management  Decision-Making by I. E. Mizikovsky

“…Application of methods of observation, system analysis, classification and grouping provided the possibility of modernization of existing methods and methods of data generation in the segment of information space management of economic entities of manufacturing industries. …”
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A Combination of SHA-256 and DES for Visual Data Protection by Aristides Bima Wintaka, Christy Atika Sari, Eko Hari Rachmawanto, Rabei Raad Ali

“…This study employs SHA-256 and DES algorithms to safeguard visual data through encryption and decryption processes. …”
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Unsupervised Detection of Suspicious Tissue Using Data Modeling and PCA by Ikhlas Abdel-Qader, Lixin Shen, Christina Jacobs, Fadi Abu Amara, Sarah Pashaie-Rad

“…The algorithm employs linear structure and curvelinear modeling prior to PCA implementations. …”
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Impact of data spatial resolution on barley yield prediction mapping by F. Ksantini, M. Quemada, N. Arencibia-Pérez, A.F. Almeida-Ñauñay, E. Sanz, Ana M. Tarquis

“…At 24 m, Stepwise Multiple Linear Regression performs better (R² = 0.81, RMSE = 0.26) due to data limitations. Beyond traditional accuracy metrics, spatial validation was performed using Moran index and Structural similarity index (SSIM) to assess spatial autocorrelation and pattern preservation. …”
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Protocol to decipher complex spatial transcriptomics data using STMiner by Peisen Sun, Mingxuan Li, Kai Ye

“…Summary: Complex spatial transcriptomics (ST) data analysis can be challenging due to uneven sampling, sparsity, and ambiguous tissue boundaries. …”
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Analysis of the legal and organizational framework for ensuring the security of personal data by E. A. Ovchinnikova, E. A. Semenova, V. V. Tsapleva

“…In general, the authors of the article analyze legal, organizational and planning measures to ensure the security of personal data that can be implemented in an organization.…”
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Search for Non-Gaussianities in the WMAP Data with the Scaling Index Method by G. Rossmanith, H. Modest, C. Räth, A. J. Banday, K. M. Górski, G. Morfill

“…The SIM is able to detect structural characteristics of a given data set and has proven to be highly valuable in CMB analysis. …”
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