Disk Resident Taxonomy Mining for Large Temporal Datasets
Journal Title: International Journal of Science Engineering and Advance Technology - Year 2014, Vol 2, Issue 11
Abstract
Mining patterns under constraints in large data is a significant task to advantage from the multiple uses of the patterns embedded in these data sets. It is obviously a difficult task because of the exponential growth of the search space. Extracting the patterns under various kinds of constraints in such type of data is a challenging research. First, a memory-based, efficient pattern-growth algorithm, Forest Mine, is proposed for mining frequent patterns for the data sets and then consolidating global frequent patterns. For dense data sets, Forest-mine is integrated with FP-Tree dynamically by detecting the swapping condition and constructing FPtrees for efficient mining. Such efforts ensure that forest mine is scalable in both large and medium sized databases and in both sparse and dense data sets.
Authors and Affiliations
P. Lakshmi Bhanu| M.Tech Student Department of Computer Science & Engineering, Pragati Engineering College East Godavari (dt), A.P,India, Mrs. N. Leelavathy| Professor & HOD Department of Computer Science & Engineering, Pragati Engineering College East Godavari (dt), A.P,India , Mrs. G. Satya Suneetha| Associate Professor Department of Computer Science & Engineering, Pragati Engineering College East Godavari (dt), A.P,India
Keywords
Related Articles
- EP ID EP16404
- DOI -
- Views 333
- Downloads 12
Adaptive Voltage Control Based Three-Phase Inverter Interfacing With Ultracapacitor For Renewable Energy Systems
Now a days the use of the renewable energy systems has been increased in the distributed generation. This paper presents an Adaptive voltage control theory for the three phase system, which is feeded by solar PV syste...
We suggest a lightweight data sharing scheme (LDSS) for mobile cloud computing. It adopts CPABE, an access control innovation utilized as a part of ordinary cloud condition, yet changes the structure of access control...
Protection of “Fault Tolerant Parallel Filters†by Hamming code with Reversible logic
Advanced channels are generally utilized as a part of flag preparing and correspondence frameworks. Now and again, the dependability of those frameworks is basic, and blame tolerant channel executions are required. T...
A Novel Approach to Naturally Mine Equivalent Elements from Relative Questions
An examination action generally contains hunt down material web pages containing data about the focused on items, find contending items, read audits and recognize upsides and downsides. In this paper we concentrate o...
Power Quality Improvement in Utility Grid using Single Phase Micro Sources, DSTATCOM and Distributed Generators
This paper proposes to improve the power quality in a utility connected grid by using converter based single phase micro sources. The voltage unbalance can be severe if single-phase rooftop mounted PVs are distribute...