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Due to improper waste collection practices, the waste in the dustbin is spread on the streets. Thus, to defeat this situation, an efficient solution for smart and effective waste management using machine learning (ML) and the Internet of Things (IoT) is proposed in this paper. In the proposed solution, the authors have used an Arduino UNO microcontroller, ultrasonic sensor, and moisture sensor. Using image processing, one can measure the waste index of a particular dumping ground. A hardware prototype is also developed for the proposed framework. Thus, the presented solution for the efficient management of waste accomplishes the aim of establishing clean and pollution\u2010free cities.<\/jats:p>","DOI":"10.1155\/2021\/5942574","type":"journal-article","created":{"date-parts":[[2021,8,28]],"date-time":"2021-08-28T00:05:06Z","timestamp":1630109106000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":71,"title":["[Retracted] Machine Learning and IoT\u2010Based Waste Management Model"],"prefix":"10.1155","volume":"2021","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3354-3047","authenticated-orcid":false,"given":"Rijwan","family":"Khan","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2121-6428","authenticated-orcid":false,"given":"Santosh","family":"Kumar","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Akhilesh Kumar","family":"Srivastava","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Niharika","family":"Dhingra","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mahima","family":"Gupta","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Neha","family":"Bhati","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Pallavi","family":"Kumari","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2021,8,27]]},"reference":[{"key":"e_1_2_12_1_2","doi-asserted-by":"publisher","DOI":"10.3390\/su12114456"},{"key":"e_1_2_12_2_2","doi-asserted-by":"publisher","DOI":"10.3390\/ijerph16061060"},{"key":"e_1_2_12_3_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejpe.2018.07.003"},{"key":"e_1_2_12_4_2","doi-asserted-by":"publisher","DOI":"10.1061\/(asce)ee.1943-7870.0001490"},{"key":"e_1_2_12_5_2","doi-asserted-by":"publisher","DOI":"10.1155\/2020\/6138637"},{"key":"e_1_2_12_6_2","doi-asserted-by":"publisher","DOI":"10.3390\/su12114798"},{"key":"e_1_2_12_7_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-04203-5_8"},{"key":"e_1_2_12_8_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.jclepro.2018.11.100"},{"key":"e_1_2_12_9_2","doi-asserted-by":"publisher","DOI":"10.9734\/ajgr\/2019\/v2i430090"},{"key":"e_1_2_12_10_2","doi-asserted-by":"publisher","DOI":"10.3390\/su12145520"},{"key":"e_1_2_12_11_2","doi-asserted-by":"publisher","DOI":"10.3390\/su13041785"},{"key":"e_1_2_12_12_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.promfg.2018.02.192"},{"key":"e_1_2_12_13_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.wasman.2017.01.030"},{"key":"e_1_2_12_14_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.scitotenv.2019.02.313"},{"key":"e_1_2_12_15_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.energy.2017.07.162"},{"key":"e_1_2_12_16_2","doi-asserted-by":"crossref","unstructured":"ShyamG. 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