{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,3]],"date-time":"2026-01-03T06:28:37Z","timestamp":1767421717607,"version":"3.41.2"},"reference-count":30,"publisher":"World Scientific Pub Co Pte Ltd","issue":"Supp02","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["J. Inter. Net."],"published-print":{"date-parts":[[2022,4]]},"abstract":"<jats:p> In the digital world of today, any enterprise that deals with the amounts of data in Warehouse Management Systems (WMS) are an important component. Furthermore, the amount of data being raisedand its complexity have become more challenging to maintain the WMS efficiency. Therefore, a device is required, which can manage such complexities autonomously with no human intervention. In this paper, Hybrid Machine Learning with the Internet of Things (HML-IoT) improves isolated doors. Furthermore, operating machine performance in the factory of hazardous goods. Decision-Making Algorithm (DMA) Data from the customer\u2019s holding space\u2019s dangerous goods warehouses shall be checked using separated doors. This paper\u2019s significant aspect is that inventory and inventory operation\u2019s organizational performance can be increased, further logistics costs minimized utilizing the fair use of isolated doors. Finally, the HML-IoT model integrated hazardous goods warehouse with isolated doors has been contrasted with the current one, demonstrating that the previous one has greater efficacy. <\/jats:p>","DOI":"10.1142\/s0219265921430052","type":"journal-article","created":{"date-parts":[[2021,12,6]],"date-time":"2021-12-06T02:14:47Z","timestamp":1638756887000},"source":"Crossref","is-referenced-by-count":12,"title":["IoT Assisted Machine Learning Model for Warehouse Management"],"prefix":"10.1142","volume":"22","author":[{"given":"Lanjing","family":"Wang","sequence":"first","affiliation":[{"name":"Institute of Modern Logistics, Henan University, Kaifeng 475004, P. R. China"},{"name":"School of Business, Henan University, Kaifeng 475004, P. R. China"}]},{"given":"Abdulsattar Abdullah","family":"Hamad","sequence":"additional","affiliation":[{"name":"Sharqat College of Engineering, Tikrit University, Iraq"}]},{"given":"V.","family":"Sakthivel","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering (SCOPE), Vellore Institute of Technology \u2013 Chennai Campus, Vandalur \u2013 Kelambakam Road, Chennai \u2013 600 127, India"}]}],"member":"219","published-online":{"date-parts":[[2021,12,6]]},"reference":[{"key":"S0219265921430052BIB001","doi-asserted-by":"publisher","DOI":"10.1016\/j.comcom.2020.01.020"},{"issue":"1","key":"S0219265921430052BIB002","first-page":"134","volume":"8","author":"Mar\u00edn C. E. M.","year":"2014","journal-title":"Visi\u00f3nelectr\u00f3nica"},{"key":"S0219265921430052BIB004","doi-asserted-by":"publisher","DOI":"10.1002\/bio.3101"},{"key":"S0219265921430052BIB005","first-page":"1","author":"Shakeel P. 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