{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,25]],"date-time":"2026-02-25T23:17:59Z","timestamp":1772061479452,"version":"3.50.1"},"reference-count":17,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,6,28]],"date-time":"2023-06-28T00:00:00Z","timestamp":1687910400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,6,28]],"date-time":"2023-06-28T00:00:00Z","timestamp":1687910400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,6,28]]},"DOI":"10.1109\/jcsse58229.2023.10202144","type":"proceedings-article","created":{"date-parts":[[2023,8,10]],"date-time":"2023-08-10T17:23:04Z","timestamp":1691688184000},"page":"409-414","source":"Crossref","is-referenced-by-count":1,"title":["Maximizing Efficiency in Marketing Planning: Artificial Neural Network Regression and Data Imputation for Improving Business Forecasting"],"prefix":"10.1109","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0799-5077","authenticated-orcid":false,"given":"Panyanat","family":"Aonpong","sequence":"first","affiliation":[{"name":"Silpakorn University,Faculty of Science,Department of Computing,Nakhon Pathom,Thailand"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ratchai","family":"Thipbumrung","sequence":"additional","affiliation":[{"name":"Silpakorn University,Faculty of Science,Department of Computing,Nakhon Pathom,Thailand"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Weenawadee","family":"Muangon","sequence":"additional","affiliation":[{"name":"Silpakorn University,Faculty of Science,Department of Computing,Nakhon Pathom,Thailand"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Opas","family":"Wongtaweesap","sequence":"additional","affiliation":[{"name":"Silpakorn University,Faculty of Science,Department of Computing,Nakhon Pathom,Thailand"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/2.485891"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/2882903.2912574"},{"key":"ref15","author":"norman","year":"1998","journal-title":"Applied regression analysis"},{"key":"ref14","doi-asserted-by":"crossref","first-page":"43","DOI":"10.1016\/S0169-7439(97)00061-0","article-title":"Introduction to multi-layer feed-forward neural networks","volume":"39","author":"daniel","year":"1997","journal-title":"Chemometrics and Intelligent Laboratory Systems"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2019.2910523"},{"key":"ref10","doi-asserted-by":"crossref","first-page":"140","DOI":"10.38094\/jastt1457","article-title":"A review on linear regression comprehensive in machine learning","volume":"1","author":"dastan","year":"2020","journal-title":"J Appl Sci Technol Trends"},{"key":"ref2","doi-asserted-by":"crossref","first-page":"5277","DOI":"10.3390\/molecules25225277","article-title":"Machine learning methods in drug discovery","volume":"25","author":"lauv","year":"2020","journal-title":"Molecules"},{"key":"ref1","first-page":"1","article-title":"A survey on missing data in machine learning","volume":"8","author":"tlamelo","year":"2021","journal-title":"Journal Of Big Data"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CCDC.2012.6244628"},{"key":"ref16","author":"aur\u00e9lien","year":"2022","journal-title":"Hands-On Machine Learning with Scikit-Learn Keras and TensorFlow"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLC.2018.8526985"},{"key":"ref7","first-page":"600","article-title":"Missing value imputation based on k-mean clustering with weighted distance","author":"bankat","year":"2010","journal-title":"Contemporary Computing Third International Conference IC3 2010"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.23919\/CJEE.2019.000025"},{"key":"ref4","first-page":"3668","article-title":"A survey of optimization methods from a machine learning perspective","volume":"50","author":"shiliang","year":"2019","journal-title":"IEEE Transactions on Cybernetics"},{"key":"ref3","doi-asserted-by":"crossref","first-page":"223","DOI":"10.1137\/16M1080173","article-title":"Optimization methods for large-scale machine learning","volume":"60","author":"l\u00e9on","year":"2018","journal-title":"SIAM Review"},{"key":"ref6","first-page":"581","article-title":"A SVM regression based approach to filling in missing values","author":"feng","year":"2005","journal-title":"Knowledge-Based Intelligent Information and Engineering Systems 9th International Conference KES 2005"},{"key":"ref5","doi-asserted-by":"crossref","first-page":"32150","DOI":"10.1109\/ACCESS.2020.2973219","article-title":"Increasing the performance of machine learning-based IDSs on an imbalanced and up-to-date dataset","volume":"8","author":"gozde","year":"2020","journal-title":"IEEE Access"}],"event":{"name":"2023 20th International Joint Conference on Computer Science and Software Engineering (JCSSE)","location":"Phitsanulok, Thailand","start":{"date-parts":[[2023,6,28]]},"end":{"date-parts":[[2023,7,1]]}},"container-title":["2023 20th International Joint Conference on Computer Science and Software Engineering (JCSSE)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10201904\/10201936\/10202144.pdf?arnumber=10202144","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,28]],"date-time":"2023-08-28T17:43:45Z","timestamp":1693244625000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10202144\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,6,28]]},"references-count":17,"URL":"https:\/\/doi.org\/10.1109\/jcsse58229.2023.10202144","relation":{},"subject":[],"published":{"date-parts":[[2023,6,28]]}}}