Keywords = data mining
Number of Articles: 9
Improving Machine Learning Performance by Eliminating the Influence of Unclean Data
Volume 40, Issue 4 , April 2022, , Page 546-539
Abstract
Regardless of the data source and type (text, digital, photo group, etc.), they are usually unclean data. The term (unclean) means that data contains some bugs and paradoxes that can ... Read More ...Determination Efficient Classification Algorithm for Credit Card Owners: Comparative Study
Volume 39, 1B , March 2021, , Page 21-29
Abstract
Today in the business world, significant loss can happen when the borrowers ignore paying their loans. Convenient credit-risk management represents a necessity for lending institutions. ... Read More ...Effect of Aging Time on Deformation Behavior of Lead-Free and Lead Base Solders Alloys
Volume 36, 8A , August 2018, , Page 853-866
Abstract
The effect of aging time on the deformation behavior of lead-free and lead- based sub-mm solder alloys were investigated. Experimental results showed that the aging time (less than ... Read More ...Employee Performance Assessment Using Modified Decision Tree
Volume 36, 7A , July 2018, , Page 806-811
Abstract
Decision tree algorithms are famous method in inductive learning and successfully applied for model classification and prediction. Performance evaluation in organization is one of the ... Read More ...Proposed Parallel Association Rules Algorithm
Volume 32, 1B , January 2014, , Page 157-168
Abstract
Data mining is an advanced technique for extracting knowledge from a large amount of data for classification, prediction, estimation, clustering or association rules or any activities, ... Read More ...Classification of Images Using Decision Tree
Volume 31, 6 B , June 2013, , Page 728-739
Abstract
In this paper, the proposed system is based on texture features classification for multi object images by using decision tree (ID3) algorithm. The proposed system uses image segment ... Read More ...Genetic Based Method for Mining Association Rules
Volume 31, 3B , March 2013, , Page 325-331
Abstract
In this paper genetic based method proposed for mining association rule, the benefit of this method it mining association rule in one step and it does not require the user-specified ... Read More ...A Proposal to Detect Computer Worms (Malicious Codes) Using Data Mining Classification Algorithms
Volume 31, 2 B , February 2013, , Page 142-155
Abstract
Malicious software (malware) performs a malicious function that compromising a computer system’s security. Many methods have been developed to improve the security of the computer ... Read More ...Privacy Preserving for Data Mining Applications
Volume 26, Issue 5 , May 2008, , Page 552-564