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 Evolutionary multiple instance boosting framework for weakly supervised learning Subject The topic of the resource Boosting; Differential evolution (DE); MILBoost; Multiple instance learning (MIL) Description An account of the resource Multiple instance boosting (MILBoost) is a framework which uses multiple instance learning (MIL) with boosting technique to solve the problems regarding weakly labeled inexact data. This paper proposes an enhanced multiple boosting frameworkevolutionary MILBoost (EMILBoost) which utilizes differential evolution (DE) to optimize the combination of weak classifier or weak estimator weights in the framework. A standard MIL dataset MUSK and a binary classification dataset Hastie_10_2 are used to evaluate the results. Results are presented in terms of bag and instance classification error and also confusion matrix of test data. 2021, The Author(s). Creator An entity primarily responsible for making the resource Bhattacharjee K.; Pant M.; Srivastava S. Source A related resource from which the described resource is derived Complex and Intelligent Systems, Vol-8, No. 4, pp. 3131-3141. Publisher An entity responsible for making the resource available Springer International Publishing Date A point or period of time associated with an event in the lifecycle of the resource 2022-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1007/s40747-021-00469-9" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/s40747-021-00469-9</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85133949271&amp;doi=10.1007%2Fs40747-021-00469-9&amp;partnerID=40&amp;md5=363a753f12de79b9e5a2055c503131d8" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85133949271&amp;doi=10.1007%2fs40747-021-00469-9&amp;partnerID=40&amp;md5=363a753f12de79b9e5a2055c503131d8</a> Rights Information about rights held in and over the resource All Open Access; Gold Open Access Relation A related resource ISSN: 21994536 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 Bhattacharjee K., Department of Applied Science and Engineering, Indian Institute of Technology Roorkee, Uttarakhand, 247667, India; Pant M., Department of Applied Science and Engineering, Indian Institute of Technology Roorkee, Uttarakhand, 247667, India; Srivastava S., Christ University, Uttar Pradesh, Ghaziabad, 201003, India