A sanitization approach for big data with improved data utility
Sign Up to like & getrecommendations! Published in 2020 at "Applied Intelligence"
DOI: 10.1007/s10489-020-01640-4
Abstract: The process of collaborative data mining may sometimes expose the sensitive patterns present inside the data which may be undesirable to the data owner. Sensitive Pattern Hiding (SPH) is a subfield of data mining that… read more here.
Keywords: big data; approach big; data improved; utility ... See more keywords
A decade of on-farm data about improved cereal and legume cropping in Mexico
Sign Up to like & getrecommendations! Published in 2025 at "Scientific Data"
DOI: 10.1038/s41597-025-06143-w
Abstract: This data descriptor presents a decade-long agronomic dataset collected between 2012 and 2022 by extension agents across Mexico as part of CIMMYT’s on-farm experimentation network. Extension agents used a unified digital logbook platform (BEM, later… read more here.
Keywords: farm; farm data; decade farm; extension ... See more keywords
State Agencies’ Use of Administrative Data for Improved Practice: Needs, Challenges, and Opportunities
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DOI: 10.1111/puar.12883
Abstract: Growing interest in the use of administrative data to answer questions around program implementation and effectiveness has led to greater discussion of how government agencies can develop the necessary internal data infrastructure, analytic capacity, and… read more here.
Keywords: agencies use; use administrative; capacity; data improved ... See more keywords
New graphical models for sequential data and the improved state estimations by data-conditioned driving noises
Sign Up to like & getrecommendations! Published in 2024 at "EURASIP Journal on Advances in Signal Processing"
DOI: 10.1186/s13634-024-01145-z
Abstract: A prevalent problem in statistical signal processing, applied statistics, and time series analysis arises from the attempt to identify the hidden state of Markov process based on a set of available noisy observations. In the… read more here.
Keywords: data improved; models sequential; new graphical; sequential data ... See more keywords
Using Weather Data for Improved Analysis of Vehicle Energy Efficiency
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DOI: 10.3390/data10030031
Abstract: In moving vehicles, the dominating energy losses are due to interactions with the environment: air resistance and rolling resistance. It is known that weather has a significant impact, yet there is a lack of literature… read more here.
Keywords: improved analysis; vehicle; energy; using weather ... See more keywords