Search results for “Data mining”

About 5 results in articles

Open Access Pub publishes peer-reviewed, free-to-read open-access articles. Showing articles matching Data mining — open any to read the full text, or download the PDF or XML.

A Data Mining Methodology for Detecting Conspiracy Theories from Scientific Articles: The Covid-19 Case

Jun 2023 DOI 10.14302/issn.2692-1537.ijcv-23-4586
Raúl IseaCorresponding author

The goal is to do a text mining analysis of all scientific publications and find out what journal and what aspects are studying about the conspiracy theories of Covid-19. For this purpose, all publications available in the National Center for Biotechnology Information (NCBI) database were consulted…

Clustering objects for spatial data mining: a comparative study

Mar 2023 DOI 10.14302/issn.2768-0207.jbr-23-4478
Youssef FAKIRCorresponding author

Spatial data mining (SDM) is searching important relationships and characteristics that can clearly exist in spatial databases. This content aims to compare object clustering algorithms for spatial data mining, before identifying the most efficient algorithm. To this end, this paper compare k-means,…

Mining Frequent Sequential Patterns

Mar 2021 DOI 10.14302/issn.2768-0207.jbr-21-3455
Youssef FAKIRCorresponding author

In recent times, the urge to collect data and analyze it has grown. Time stamping a data set is an important part of the analysis and data mining as it can give information that is more useful. Different mining techniques have been designed for mining time-series data, sequential patterns for exampl…

Closed Frequent Itemsets Mining Based on It-Tree

Jul 2020 DOI 10.14302/issn.2641-5526.jmid-20-3424
Youssef FakirCorresponding author

In the last decade, the amount of collected data, in various computer science applications, has grown considerably. These large volumes of data need to be analysed in order to extract useful hidden knowledge. This work focuses on association rule extraction. This technique is one of the most popular…

Study of The ID3 and C4.5 Learning Algorithms

Apr 2020 DOI 10.14302/issn.2641-5526.jmid-20-3302
Y.FakirCorresponding author Laboratory of Information Processing and Decision Support, Faculty of Sciences and Technics, Sultane Moulay Slimane University, Beni Mellal, Morocco

Data Mining is a process of exploring against large data to find patterns in decision-making. One of the techniques in decision-making is classification. Data classification is a form of data analysis used to extract models describing important data classes. There are many classification algorithms.…

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