RFID – The Driver of Big Data Generation

By: Denekew A. Jembere Licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License. Introduction With the advent of cheap and easily deployable Radio Frequency Identification Devices (RFID) technology, automated data generation and collection, triggered by an event, has become possible. Read more

Data Mining for Crime Site Prediction

By: Denekew A. Jembere Licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License. Introduction A safer strategy to reduce and prevent crimes plays an important role in increasing the emotional freedom of people to let them focus on their daily Read more

Clustering for Outlier Detection

By: Denekew A. Jembere Licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License. Introduction The quality of insights or the robustness of data prediction models depends not only on the overall analysis technique or process but also on the quality Read more

Comparing Data Mining Models: Decision Trees and Naïve Bayes

By: Denekew A. Jembere Licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License. Introduction With data analysis tools and services, like SQL Server Analysis Services (SSAS), Excel, and R incorporating powerful data mining algorithms, data mining has become accessible for Read more