Privacy protection of user profiles in online search via semantic randomization

M Rodriguez-Garcia, M Batet, D Sánchez… - … and Information Systems, 2021 - Springer
… In this paper, we propose a semantically grounded method to … Notice that our notion of centroid
captures the semantics of … real queries taken from the AOL dataset [32]. To evaluate more …

µ  -ANT: semantic microaggregation-based anonymization tool

D Sánchez, S Martínez, J Domingo-Ferrer… - …, 2020 - academic.oup.com
… may identify the record of a known individual in the released dataset and attribute disclosure,
by which the confidential attributes of a known individual may be associated with her. …

Research on Chinese text and application based on the Latent Dirichlet Allocation

W Mai, M Wei, J Zhang, F Yuan - 2020 3rd International …, 2020 - ieeexplore.ieee.org
… In addition, we build a the stop word library according to … the topic distribution characteristics
of rumor data in micro-blog text. … training data set is obtained by preprocessing the data set

Computational estimation by scientific data mining with classical methods to automate learning strategies of scientists

AS Varde - ACM Transactions on Knowledge Discovery from Data …, 2022 - dl.acm.org
… The AutoDomainMine approach is used to build a … ie, sets of attributes), we first propose to
assign weights to attributes using … Hence, in computing the centroid, we take the mean of the y-…

A smart modern construction enterprise maturity model for business scenarios leading to Industry 4.0

P Das, S Perera, S Senaratne… - Smart and Sustainable …, 2023 - emerald.com
… The research defines maturity characteristics of construction enterprises across five levels …
each KPA generates a dataset of maturity levels. If there exists a clear mode of the dataset, it is …

A semantic approach for document classification using deep neural networks and multimedia knowledge graph

AM Rinaldi, C Russo, C Tommasino - Expert Systems with Applications, 2021 - Elsevier
… In Table 1 we show some of the properties for the definition of … data-sets for web pages
which contains both text and multimedia contents, one of the future work is to build such a data-set

Dall-e-bot: Introducing web-scale diffusion models to robotics

I Kapelyukh, V Vosylius, E Johns - IEEE Robotics and …, 2023 - ieeexplore.ieee.org
… As an alternative direction to manually collecting datasets of desirable … Geometric first finds
a line defined by centroids of … Posner, “Semantically grounded object matching for robust …

A pseudo-value approach to analyze the semantic similarity of the speech of children with and without autism spectrum disorder

JR Adams, AC Salem, H MacFarlane… - Frontiers in …, 2021 - frontiersin.org
… description tasks are both semantically grounded in a way … on the overall similarity of our
data set. These PVs are also … the two groups have similar centroids. While there is variability …

[PDF][PDF] Deep Learning for Natural Language Understanding and Summarization

M La Quatra - 2022 - mlaquatra.me
… • Using a semantically-grounded approach we analyze and … provided in the ScisummNet
dataset. Each citance c could … is strongly correlated with the text attribute class. In our context…

Two-fold Approach for Video Retrieval: Semantic Vectors to Guide Neural Network Training and Video Representation Approximation Via Language-Image Models

JA Portillo Quintero - repositorio.tec.mx
… the video-text space towards a robust and semantically grounded … Results indicated that one
centroid (ie the arithmetic mean) is … with the process of building a dataset that is completely …