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Implementation of Data Mining Techniques and Machine Learning Model in Manufacturing Process
(Polytechnic University of Puerto Rico, 2021)
Time in manufacturing process is critical. A lot of manufacturing companies rely on their operator’s knowledge, experience, or random methods to adjust CNC machines. Sometimes these judgements are ineffective and limited ...
Image Object Recognition Using Apache Hadoop and Python
(Polytechnic University of Puerto Rico, 2022)
The amount of data generated by people each day on social media platforms is increasing at an alarming rate. Studies performed show that approximately 1.5 billion images are uploaded to the ...
Exploring Distributed Machine Learning System on Raspberry Pi Computer Cluster
(Polytechnic University of Puerto Rico, 2021)
This project explored the use of Distributed Machine Learning (DML) as a potential tool in training times of Machine Learning (ML) models in lower-end computer cluster, to provide alternatives for students and scientists ...
Healthcare Data Mining and Cleansing: A Study of Improving Data Quality for Effective Data Analysis on NPPES
(Polytechnic University of Puerto Rico, 2022)
This article examines the use of data mining in the healthcare industry, with a particular emphasis on best practices for increasing data quality, preserving provider information, and applying advanced techniques to extract ...
Data Mining Techniques for the Integrated Postsecondary Data System
(Polytechnic University of Puerto Rico, 2018)
The Process of generating the
necessary information for the Integrated
Postsecondary Data System can be tedious; a
standard way to collect the information for the
different departments is needed. To process it, we
use ...
Tecnología Inteligente de Minería de Datos en Telecomunicaciones
(Polytechnic University of Puerto Rico, 2018)
Las compañías de telecomunicaciones generan una enorme cantidad de datos. Estos incluyen; los datos de detalles de llamadas, que describe las llamadas que atraviesan las redes de telecomunicaciones, aunado a la red de datos ...