A survey on the use of association rules mining techniques in textual social media

JA Diaz-Garcia, MD Ruiz, MJ Martin-Bautista - Artificial Intelligence …, 2023 - Springer
The incursion of social media in our lives has been much accentuated in the last decade.
This has led to a multiplication of data mining tools aimed at obtaining knowledge from these …

Aimdp: An artificial intelligence modern data platform. use case for Spanish national health service data silo

AS Ortega-Calvo, R Morcillo-Jimenez… - Future Generation …, 2023 - Elsevier
The huge amount of data being handled today in any environment, such as energy,
economics or healthcare, makes data management systems key to extracting information …

[HTML][HTML] A fuzzy-based medical system for pattern mining in a distributed environment: Application to diagnostic and co-morbidity

C Fernandez-Basso, K Gutiérrez-Batista… - Applied Soft …, 2022 - Elsevier
In this paper we have addressed the extraction of hidden knowledge from medical records
using data mining techniques such as association rules in conjunction with fuzzy logic in a …

[HTML][HTML] Spark solutions for discovering fuzzy association rules in Big Data

C Fernandez-Basso, MD Ruiz… - International Journal of …, 2021 - Elsevier
The high computational impact when mining fuzzy association rules grows significantly
when managing very large data sets, triggering in many cases a memory overflow error and …

Big data architecture for building energy management systems

MD Ruiz, J Gómez-Romero… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
The enormous quantity of data handled by building management systems are key to
develop more efficient energy operational systems. However, the inability of current systems …

Mining and prioritization of association rules for big data: multi-criteria decision analysis approach

A Ait-Mlouk, T Agouti, F Gharnati - Journal of Big Data, 2017 - Springer
Data mining techniques and extracting patterns from large datasets play a vital role in
knowledge discovery. Most of the decision makers encounter a large number of decision …

A big data association rule mining based approach for energy building behaviour analysis in an IoT environment

M Dolores, C Fernandez-Basso, J Gómez-Romero… - Scientific Reports, 2023 - nature.com
The enormous amount of data generated by sensors and other data sources in modern grid
management systems requires new infrastructures, such as IoT (Internet of Things) and Big …

An AI knowledge‐based system for police assistance in crime investigation

C Fernandez‐Basso, K Gutiérrez‐Batista… - Expert …, 2025 - Wiley Online Library
The fight against crime is often an arduous task overall when huge amounts of data have to
be inspected, as is currently the case when it comes for example in the detection of criminal …

[PDF][PDF] Extracting hidden patterns from dates' product data using a machine learning technique

MA Al-Hagery - IAES International Journal of Artificial Intelligence, 2019 - researchgate.net
Mining in data is an important step for knowledge discovery, which leads to extract new
patterns from datasets. It is a widespread methodology that has the capability to help …

A Flexible Big Data System for Credibility-Based Filtering of Social Media Information According to Expertise

JA Diaz-Garcia, K Gutiérrez-Batista… - International Journal of …, 2024 - Springer
Nowadays, social networks have taken on an irreplaceable role as sources of information.
Millions of people use them daily to find out about the issues of the moment. This success …