Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Articles Article Faculty Publications -Articles Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Markov based genetic algorithm (M-GA): To mine frequent sub components from molecular structures Subject The topic of the resource Fitness function; Histogram; Markov model; Memetic Operator; Molecular substructure Description An account of the resource Processing the molecular compounds to identify the internal chemical structure is a challenging task in bio-chemical research. Popular approaches, mine the frequent subcomponents from the molecules with chemical and biological properties represented in the form of feature vector histogram. Though this helps to identify the absence or presence of mined feature, calculating the frequency of every frequent substructure involves sub graph isomorphism test which is an NP-Complete process. To overcome the above mentioned bottleneck we proposed Markov based Genetic algorithm (M-GA) in which the chemical descriptors were considered from two-dimensional representations of molecules that classify chemical compounds using mining significant substructure and generates the binary vector that generate pure active classes, singleton reactors, descriptor sets. This method scales down the process of mining substructures that are statistically significant from huge chemical databases. The results shows that the performance of proposed algorithm is improved compared to the existing algorithms. 2020, Research Trend. All rights reserved. Creator An entity primarily responsible for making the resource Kanmani P.; Prakasi O.S.G.; Jayapandian N. Source A related resource from which the described resource is derived International Journal on Emerging Technologies, Vol-11, No. 2, pp. 516-523. Publisher An entity responsible for making the resource available Research Trend Date A point or period of time associated with an event in the lifecycle of the resource 2020-01-01 Identifier An unambiguous reference to the resource within a given context <a href="" target="_blank" rel="noreferrer noopener"></a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85084357037&amp;partnerID=40&amp;md5=26fa90ec2cd0a3ba53f060da00bce614" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85084357037&amp;partnerID=40&amp;md5=26fa90ec2cd0a3ba53f060da00bce614</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 9758364 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Article Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Kanmani P., Department of Computer Science and Engineering, Christ (Deemed to be University), Bengaluru, Karnataka, India; Prakasi O.S.G., Department of Computer Science and Engineering, Christ (Deemed to be University), Bengaluru, Karnataka, India; Jayapandian N., Department of Computer Science and Engineering, Christ (Deemed to be University), Bengaluru, Karnataka, India