{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,3,29]],"date-time":"2022-03-29T04:41:01Z","timestamp":1648528861547},"reference-count":3,"publisher":"World Scientific Pub Co Pte Lt","issue":"09","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int. J. Neur. Syst."],"published-print":{"date-parts":[[2020,9]]},"abstract":"<jats:p> In the paper Improved Overlap-Based Undersampling for Imbalanced Dataset Classification with Application to Epilepsy and Parkinson\u2019s Disease, the authors introduced two new methods that address the class overlap problem in imbalanced datasets. The methods involve identification and removal of potentially overlapped majority class instances. Extensive evaluations were carried out using 136 datasets and compared against several state-of-the-art methods. Results showed competitive performance with those methods, and statistical tests proved significant improvement in classification results. The discussion on the paper related to the behavioral analysis of class overlap and method validation was raised by Fern\u00e1ndez. In this article, the response to the discussion is delivered. Detailed clarification and supporting evidence to answer all the points raised are provided. <\/jats:p>","DOI":"10.1142\/s0129065720750027","type":"journal-article","created":{"date-parts":[[2020,8,13]],"date-time":"2020-08-13T11:59:11Z","timestamp":1597319951000},"page":"2075002","source":"Crossref","is-referenced-by-count":0,"title":["Response to Discussion on \u201cImproved Overlap-Based Undersampling for Imbalanced Dataset Classification with Application to Epilepsy and Parkinson\u2019s Disease,\u201d"],"prefix":"10.1142","volume":"30","author":[{"given":"Pattaramon","family":"Vuttipittayamongkol","sequence":"first","affiliation":[{"name":"School of Computing, Robert Gordon University, Garthdee Road, Aberdeen, AB10 7GJ, UK"}]},{"given":"Eyad","family":"Elyan","sequence":"additional","affiliation":[{"name":"School of Computing, Robert Gordon University, Garthdee Road, Aberdeen, AB10 7GJ, UK"}]}],"member":"219","published-online":{"date-parts":[[2020,8,12]]},"reference":[{"key":"S0129065720750027BIB001","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-03493-1_72"},{"key":"S0129065720750027BIB002","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-10-8848-3_15"},{"key":"S0129065720750027BIB003","volume-title":"Davidson\u2019s Principles and Practice of Medicine","author":"Walker B. R.","year":"2013","edition":"23"}],"container-title":["International Journal of Neural Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.worldscientific.com\/doi\/pdf\/10.1142\/S0129065720750027","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,9,9]],"date-time":"2020-09-09T12:39:01Z","timestamp":1599655141000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.worldscientific.com\/doi\/abs\/10.1142\/S0129065720750027"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,8,12]]},"references-count":3,"journal-issue":{"issue":"09","published-print":{"date-parts":[[2020,9]]}},"alternative-id":["10.1142\/S0129065720750027"],"URL":"https:\/\/doi.org\/10.1142\/s0129065720750027","relation":{},"ISSN":["0129-0657","1793-6462"],"issn-type":[{"value":"0129-0657","type":"print"},{"value":"1793-6462","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,8,12]]}}}