Call for Papers:Vol.8 Issue.1

Submission
Last date		 27-Feb-2022
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-8,Issue-1. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

Archives

IJARIIE Board

Downloads

Android App

Download IJARIIE APP

Authors

Title: :  ENHANCED CONCEPT DRIFT IN PROCESS MINING
PaperId: :  2792
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 2 Issue 4 2016
DUI:    16.0415/IJARIIE-2792
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
DUMASIA NAMRATA AMRUTLALPARUL INSTITUTE OF TECHNOLOGY, VADODARA,GUJARAT.
PROF. ANKUR SHAHPARUL INSTITUTE OF TECHNOLOGY, VADODARA,GUJARAT.

Abstract

Computer Engineering
Concept Drift; Process Mining; Event Logs; Process Change.
Economic success of an organization is dependent on how they react & adapt changes in its operating environment. Research aims to enhance the existing Drift Detection with Change process discovery in complex datasets. Configurable process model describes a family of similar process models. Process variants discovered using concept drift can be merged to derive a configurable process model. Online learning algorithms often have to operate in the presence of concept drifts. Recent study revealed that different diversity levels in an ensemble of learning machines are required to maintain high generalization on both old & new concepts. Based on this study of diversity with different strategies to deal with drifts, we propose new online ensemble learning approach called Diversity for Dealing with Drifts (DDD). DDD maintains ensembles with different diversity levels and is able to achieve better accuracy than other approaches. It is very robust & outperforming in terms of accuracy when there are false positive drift detections.

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

IJARIIE DUMASIA NAMRATA AMRUTLAL, and PROF. ANKUR SHAH. "ENHANCED CONCEPT DRIFT IN PROCESS MINING" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 4 2016 Page 392-397
MLA DUMASIA NAMRATA AMRUTLAL, and PROF. ANKUR SHAH. "ENHANCED CONCEPT DRIFT IN PROCESS MINING." International Journal Of Advance Research And Innovative Ideas In Education 2.4(2016) : 392-397.
APA DUMASIA NAMRATA AMRUTLAL, & PROF. ANKUR SHAH. (2016). ENHANCED CONCEPT DRIFT IN PROCESS MINING. International Journal Of Advance Research And Innovative Ideas In Education, 2(4), 392-397.
Chicago DUMASIA NAMRATA AMRUTLAL, and PROF. ANKUR SHAH. "ENHANCED CONCEPT DRIFT IN PROCESS MINING." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 4 (2016) : 392-397.
Oxford DUMASIA NAMRATA AMRUTLAL, and PROF. ANKUR SHAH. 'ENHANCED CONCEPT DRIFT IN PROCESS MINING', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 4, 2016, p. 392-397. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/ENHANCED_CONCEPT_DRIFT_IN_PROCESS_MINING_ijariie2792.pdf (Accessed : 05 October 2017).
Harvard DUMASIA NAMRATA AMRUTLAL, and PROF. ANKUR SHAH. (2016) 'ENHANCED CONCEPT DRIFT IN PROCESS MINING', International Journal Of Advance Research And Innovative Ideas In Education, 2(4), pp. 392-397IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/ENHANCED_CONCEPT_DRIFT_IN_PROCESS_MINING_ijariie2792.pdf (Accessed : 05 October 2017)
IEEE DUMASIA NAMRATA AMRUTLAL, and PROF. ANKUR SHAH, "ENHANCED CONCEPT DRIFT IN PROCESS MINING," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 4, pp. 392-397, Jul-Aug 2016. [Online]. Available: http://ijariie.com/AdminUploadPdf/ENHANCED_CONCEPT_DRIFT_IN_PROCESS_MINING_ijariie2792.pdf [Accessed : 05 October 2017].
Turabian DUMASIA NAMRATA AMRUTLAL, and PROF. ANKUR SHAH. "ENHANCED CONCEPT DRIFT IN PROCESS MINING." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 4 (05 October 2017).
Vancouver DUMASIA NAMRATA AMRUTLAL, and PROF. ANKUR SHAH. ENHANCED CONCEPT DRIFT IN PROCESS MINING. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2016 [Cited : 05 October 2017]; 2(4) : 392-397. Available from: http://ijariie.com/AdminUploadPdf/ENHANCED_CONCEPT_DRIFT_IN_PROCESS_MINING_ijariie2792.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads


Last download on 10/5/2017 10:50:05 PM

Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
ENHANCED IoE SECURITY BY GEO-TAGGED AGENT BASED SDNComputer Science & EngineeringKumar D Download
A Study of Different Knowledge Patterns in Diabetic Using Data Mining TechniquesCOMPUTER SCIENCE ENGINEERINGMalpe Kalpana Devidas Download
An efficient home automation system using IOT: A case study to benefit people with motion disability.IoTParas Garg Download
APPLICATIONS OF OPTIMIZATION FOR THE FOOD INDUSTRYComputer science and engineeringNguyen Thi Xuan Mai Download
Optimizing machine learning algorithms applied to the context of intelligent vehiclesComputer Science & EngineeringRAMAROLAHIVONJITIANA Frédéric Joël Download
“Design & Development of Healthcare Patient Monitoring System using Cloud Computing Environment"Computer Science and EngineeringMrs. Sonal Bawankule Download
ANALYSIS OF MACHINE LEARNING BASED COVID RISK ESTIMATIONComputer Science EngineeringAkansha Chokse Download
A REVIEW OF COVID RISK ESTIMATIONComputer Science EngineeringAkansha Chokse Download
A Comprehensive Review of Heart Disease Prediction Using Machine Learning ApproachMachine LearningShubha Soni Download
A New Secured Routing Protocol To Minimize the Risk of Link Failure in MANETcomputer EngineeringKOMAL PANDEY Download
A Study of Geometric Pattern Formation by Multiple Mobile RobotsComputer ScienceYadlapaty Srinivas Download
Enhancing the Data and Storage Security for Integrated Cloud and IoT System Using Secure Hash AlgorithmMachine LearningAyesha Siddiqha Mukthar Download
A STUDY OF DATA MINING TECHNIQUES FOR AUTOMATION ONTOLOGYComputer ScienceSreedhar Pulipati Download
SEMI-SUPERVISED MACHINE LEARNING APPROACH FOR DDOS DETECTIONcomputer engineering,AIMondi Surya Prabha, Download
Prediction of Student Performance Using Machine Learning TechniquesComputer Science and EngineeringMahesh Panjwani Download
12