MapReduce network enabled algorithms for classification based on association rules [PDF]
This thesis was submitted for the degree of Doctor of Philosophy and awarded by Brunel University.There is growing evidence that integrating classification and association rule mining can produce more efficient and accurate classifiers than traditional ...
Hammoud, Suhel
core +7 more sources
Filtered-ARN: Asymmetric objective measures applied to filter Association Rules Networks
In this paper, the Filtered-Association Rules Network (Filtered-ARN) is presented to structure, prune, and analyze a set of association rules in order to construct candidate hypotheses. The Filtered-ARN algorithm selects association rules with the use of
DARIO BRITO CALÇADA +1 more
doaj +1 more source
This paper presents a novel framework for fraud detection in healthcare systems which self-learns from the historical medical data. Historical medical records are required for training and testing of machine learning models.
Irum Matloob +3 more
doaj +1 more source
arules - A Computational Environment for Mining Association Rules and Frequent Item Sets [PDF]
Mining frequent itemsets and association rules is a popular and well researched approach for discovering interesting relationships between variables in large databases.
Bettina Grün +6 more
core +1 more source
Penerapan Algoritma Eclat untuk Menemukan Pola Asosiasi Antar Barang di Aneka Sandang Collection
Aneka Sandang Collection merupakan usaha yang menjual berbagai macam pakaian. Pencatatan transaksi masih dilakukan secara manual yang mengakibatkan banyaknya tumupukan nota transaksi. Kendala lain dalam mencari barang karena toko terbagi menjadi beberapa
Lisna Zahrotun, Al Fath Imam Robbani
doaj +1 more source
Evolving temporal association rules with genetic algorithms [PDF]
A novel framework for mining temporal association rules by discovering itemsets with a genetic algorithm is introduced. Metaheuristics have been applied to association rule mining, we show the efficacy of extending this to another variant - temporal ...
Gongora, Mario A. +6 more
core +1 more source
Penerapan Association Rules untuk Elemen Cross Selling Pada Sistem Informasi Customer Development
Tingkat persaingan yang tinggi dalam dunia bisnis, membuat HPAI harus melakukan strategi yang kuat dalam pemasaran dan penjualan produk. Semakin hari, data transaksi penjualan semakin banyak, dikarenakan ada 1500 transaksi setiap bulan yang terdiri dari ...
Siti Monalisa, Amelia Septia Roza
doaj +1 more source
SCARF: a biomedical association rule finding webserver
The analysis of enormous datasets with missing data entries is a standard task in biological and medical data processing. Large-scale, multi-institution clinical studies are the typical examples of such datasets.
Szalkai Balázs, Grolmusz Vince
doaj +1 more source
Analysis and research on library user behavior based on apriori algorithm
This paper discusses the analysis and research of library user behavior based on Apriori optimization algorithm. This algorithm can be used to analyze the borrowing behavior of users in the library.
Xiaoying Zhang, Jian Zhang
doaj +1 more source
Web Usage Mining with Evolutionary Extraction of Temporal Fuzzy Association Rules [PDF]
In Web usage mining, fuzzy association rules that have a temporal property can provide useful knowledge about when associations occur. However, there is a problem with traditional temporal fuzzy association rule mining algorithms. Some rules occur at the
Gongora, Mario A. +5 more
core +1 more source

