Extracting Repitative Patterns from Fuzzy Temporal Data
Journal Title: IOSR Journals (IOSR Journal of Computer Engineering) - Year 2016, Vol 18, Issue 6
Abstract
Abstract: Association rules mining from temporal dataset is to find associations between items that hold within certain time frame but not throughout the dataset. This problem involves first discovering frequent itemsets which are frequent at certain time intervals and then extracting association rules from such frequent itemsets. In practice, we may have datasets having imprecise or fuzzy time attributes, we term such datasets as fuzzy temporal datasets. In such datasets, as the time of transaction is imprecise, we may have frequent itemsets thatare frequent in certain fuzzy time intervals. The algorithm [1] finds all such frequent itemsets along with a collection of list of fuzzy time intervals where each frequent itemset is having an associated list of fuzzy time intervals where it is frequent. The list of fuzzy time intervals may show some interesting features e.g. the itemsets may be repetitive in nature. In this paper we propose a method of finding all repetitive frequent itemsets. The method's efficacy is demonstrated with experimental results.
Authors and Affiliations
Fokrul Alom Mazarbhuiya
Keywords
Related Articles
- EP ID EP118257
- DOI -
- Views 118
- Downloads 0
Comparative Study and Analysis of Image Inpainting Techniques
Image inpainting is a technique to fill missing region or reconstruct damage area from an image.It removes an undesirable object from an image in visually plausible way.For filling the part of image, it use  ...
Enhancement in Extraction of Top-K List
Abstract: In today’s busy schedule finding proper information within less time is important need. When user fires top-K list or any other query, user get multiple links as output. User has to visit sites and have t...
Efficient Data Caching Based On Fuzzy Decision Routing InVehicle Disruption Tolerant Networks
Abstract: Disruption tolerant networks (DTNs) are characterized by low node density, unpredictable nodemobility, and lack of global network information. Most of current research efforts in DTNs focus on dataforward...
Secure Sharing of Personal Health Record in Server withOn-track ECG Monitoring
Abstract: Personal Health Record (PHR) paved the way to the patient centric model of health information exchange. This service allows a patient to create, manage, and control her personal health data in one place t...
P2P-BDS: Peer-2-Peer Botnet Detection System
Abstract: Internet has become an inevitable part of our lives. While internet offers a mass of useful services which makes communication easier and faster than ever, it presents some threats too along the way. Over...