Fadl M. Ba-Alwi

Improved FTWeightedHashT Apriori Algorithm for Big Data using Hadoop-MapReduce Model

Sarem M. Ammar & Fadl M. Ba-Alwi · Journal of Advances in Mathematics and Computer Science · 2018

The most significant problem of data mining is the frequent itemset mining on big datasets. The best-known basic algorithm for frequent mining itemset is Apriori. Due to the drawbacks of Apriori algorithm, many improvements have been done to make Apriori better, efficient and fas...

Open access Research Article 10.9734/JAMCS/2018/39635

Centroid-Based and Bayesian Algorithms Performance

Ghaleb Al-Gaphari, Fadl M. Ba-Alwi & Saeed Abdullah M. Al Dobai · Journal of Advances in Mathematics and Computer Science · 2014

Since, the amount of textual information available on the web is estimated by terra bytes. Then, there should be an efficient algorithm to summarize such information. The algorithm would speed up the process of information reading, information accessing and decision making proces...

Open access Research Article 10.9734/BJMCS/2014/7897