{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,27]],"date-time":"2025-10-27T16:22:42Z","timestamp":1761582162075},"reference-count":23,"publisher":"Springer Science and Business Media LLC","issue":"8","license":[{"start":{"date-parts":[[2022,1,24]],"date-time":"2022-01-24T00:00:00Z","timestamp":1642982400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,1,24]],"date-time":"2022-01-24T00:00:00Z","timestamp":1642982400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Supercomput"],"published-print":{"date-parts":[[2022,5]]},"DOI":"10.1007\/s11227-022-04310-z","type":"journal-article","created":{"date-parts":[[2022,1,24]],"date-time":"2022-01-24T15:03:09Z","timestamp":1643036589000},"page":"10357-10384","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Application of machine learning and IoT to enable child safety at home environment"],"prefix":"10.1007","volume":"78","author":[{"given":"V.","family":"Shenbagalakshmi","sequence":"first","affiliation":[]},{"given":"T.","family":"Jaya","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2022,1,24]]},"reference":[{"key":"4310_CR1","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-019-0268-2","author":"S Kumar","year":"2019","unstructured":"Kumar S, Tiwari P, Zymbler M (2019) Internet of Things is a revolutionary approach for future technology enhancement: a review. J Big Data. https:\/\/doi.org\/10.1186\/s40537-019-0268-2","journal-title":"J Big Data"},{"issue":"100059","key":"4310_CR2","first-page":"1","volume":"7","author":"M Hasan","year":"2019","unstructured":"Hasan M, Islam MdM, Zarif MdII et al (2019) Attack and anomaly detection in IoT sensors in IoT sites using machine learning approaches. Internet Things 7(100059):1\u201314","journal-title":"Internet Things"},{"issue":"9","key":"4310_CR3","doi-asserted-by":"publisher","first-page":"3801","DOI":"10.1109\/TII.2018.2836150","volume":"14","author":"X Liu","year":"2018","unstructured":"Liu X, Liu Y, Liu A, Yang LT (2018) Defending on\u2013off attacks using light probing messages in smart sensors for industrial communication systems. IEEE Trans Ind Inf 14(9):3801\u20133811","journal-title":"IEEE Trans Ind Inf"},{"key":"4310_CR4","doi-asserted-by":"publisher","first-page":"761","DOI":"10.1016\/j.future.2017.08.043","volume":"82","author":"AA Diro","year":"2018","unstructured":"Diro AA, Chilamkurti N (2018) Distributed attack detection scheme using deep learning approach for internet of things. Future Gen Comput Syst 82:761\u2013768","journal-title":"Future Gen Comput Syst"},{"issue":"7","key":"4310_CR5","first-page":"12756","volume":"6","author":"AB Akash","year":"2017","unstructured":"Akash AB (2017) IoT-based temperature and humidity monitoring system for agriculture. Int J Innov Res Sci Eng Technol 6(7):12756\u201312761","journal-title":"Int J Innov Res Sci Eng Technol"},{"issue":"2","key":"4310_CR6","first-page":"1055","volume":"5","author":"P Agarwal","year":"2020","unstructured":"Agarwal P, Ravikumar R, Sabarish G et al (2020) Survey on child safety wearable device using IoT sensors and cloud computing. Int J Innov Sci Res Technol 5(2):1055\u20131062","journal-title":"Int J Innov Sci Res Technol"},{"issue":"6076","key":"4310_CR7","first-page":"1","volume":"20","author":"R Krishnamurthi","year":"2020","unstructured":"Krishnamurthi R, Kumar A, Gopinathan D et al (2020) An overview of IoT sensor data processing, fusion, and analysis techniques. Sensors 20(6076):1\u201323","journal-title":"Sensors"},{"key":"4310_CR8","unstructured":"Girija C, Harshalatha H, Pushpalatha HP, and Shires AG (2018) \u201cInternet of Things (IOT) based weather monitoring system\u201d. International Journal of Engineering Research & Technology (IJERT)\u2013NCESC\u20132018 Conference Proceedings, SI-6(13), 1\u20134"},{"issue":"1","key":"4310_CR9","first-page":"1214","volume":"4","author":"MdZ Islam","year":"2021","unstructured":"Islam MdZ, Based MdA, Rahman MdM (2021) IoT-based temperature and humidity real-time monitoring and reporting system for CoVid-19 pandemic period. Int J Sci Res Eng Develop 4(1):1214\u20131221","journal-title":"Int J Sci Res Eng Develop"},{"issue":"1","key":"4310_CR10","doi-asserted-by":"publisher","first-page":"229","DOI":"10.11591\/eei.v9i1.1557","volume":"9","author":"R Rahman","year":"2020","unstructured":"Rahman R, Ab H, R\u2019ah U, Ahmad S (2020) IoT based temperature and humidity monitoring framework. Bull Electrical Eng Inform 9(1):229\u2013237","journal-title":"Bull Electrical Eng Inform"},{"issue":"57","key":"4310_CR11","first-page":"1","volume":"8","author":"JBA Gomes","year":"2019","unstructured":"Gomes JBA, Rodrigues JJPC, Rabelo RAL, Kumar N, Kozlov S (2019) IoT-enabled gas sensors: technologies, applications, and opportunities. J Sens Actuator Netw 8(57):1\u201329","journal-title":"J Sens Actuator Netw"},{"issue":"2","key":"4310_CR12","first-page":"291","volume":"8","author":"S Imade","year":"2018","unstructured":"Imade S, Rajmanes P, Gavali A, Nayakwadi VN (2018) Gas leakage detection and smart alerting system using IoT. Int J Innov Res Studies 8(2):291\u2013298","journal-title":"Int J Innov Res Studies"},{"key":"4310_CR13","unstructured":"Lavanya V, Meenambigai C, Suriyaa M and Kavya S (2019) \u201cChild safety wearable device\u201d. Int J Comput Sci Eng (SSRG-IJCSE), SI(2019), 1\u20135"},{"issue":"8","key":"4310_CR14","first-page":"1791","volume":"8","author":"MN Priyanka","year":"2019","unstructured":"Priyanka MN, Murugan S, Srinivas KNH, Sarveswararao TDS, Kumari EK (2019) Smart IOT device for child safety and tracking. Int J Innov Technol Explor Eng (IJITEE) 8(8):1791\u20131795","journal-title":"Int J Innov Technol Explor Eng (IJITEE)"},{"issue":"4","key":"4310_CR15","first-page":"25176","volume":"10","author":"D Manikkannan","year":"2020","unstructured":"Manikkannan D, Azarudeen J, Reddy PS, Kumar SP (2020) An integrated child safety monitoring device using WSN technology. IJESC 10(4):25176\u201325179","journal-title":"IJESC"},{"issue":"012012","key":"4310_CR16","first-page":"1","volume":"1362","author":"N Senthamilarasi","year":"2019","unstructured":"Senthamilarasi N, Bharathi ND, Ezhilarasi D, Sangavi RB (2019) Child safety monitoring system based on IoT. J Phys Conf Ser 1362(012012):1\u20138","journal-title":"J Phys Conf Ser"},{"issue":"2330","key":"4310_CR17","first-page":"1","volume":"21","author":"AV Espinosa","year":"2021","unstructured":"Espinosa AV, Lopez JL, Mata FM, Estevez ME (2021) Application of IoT in healthcare: keys to implementation of the sustainable development goals. Sensors 21(2330):1\u201337","journal-title":"Sensors"},{"issue":"052023","key":"4310_CR18","first-page":"1","volume":"1237","author":"R Gao","year":"2019","unstructured":"Gao R, Zhang T, Sun S, Liu Z (2019) Research and improvement of isolation forest in detection of local anomaly points. J Phys IOP Conf. Ser. 1237(052023):1\u20137","journal-title":"J Phys IOP Conf. Ser."},{"issue":"4","key":"4310_CR19","doi-asserted-by":"publisher","first-page":"4834","DOI":"10.30534\/ijatcse\/2020\/9394202","volume":"9","author":"V Ramani","year":"2020","unstructured":"Ramani V, Razia S (2020) Comparative evaluation of supervised and unsupervised algorithms for intrusion detection. Int J Adv Trends Comput Sci Eng 9(4):4834\u20134843","journal-title":"Int J Adv Trends Comput Sci Eng"},{"issue":"6421","key":"4310_CR20","first-page":"1","volume":"12","author":"RB Santis","year":"2020","unstructured":"Santis RB, Costa MA (2020) Extended isolation forests for fault detection in small hydroelectric plants. Sustainability 12(6421):1\u201316","journal-title":"Sustainability"},{"key":"4310_CR21","unstructured":"Stafford G (2021) Environmental sensor telemetry data, Retrieved on 10th March 2021 Accessed from Environmental Sensor Telemetry Data | Kaggle"},{"issue":"1","key":"4310_CR22","doi-asserted-by":"publisher","first-page":"53","DOI":"10.3947\/ic.2020.0104","volume":"53","author":"Y-S Jeong","year":"2021","unstructured":"Jeong Y-S, Jeon M, Park JH et al (2021) Machine-learning-based approach to differential diagnosis in tuberculous and viral meningitis. Infect Chemother J 53(1):53\u201362","journal-title":"Infect Chemother J"},{"issue":"1534","key":"4310_CR23","first-page":"1","volume":"10","author":"M Heigl","year":"2021","unstructured":"Heigl M, Anand KA, Urmann A et al (2021) On the improvement of the isolation forest algorithm for outlier. Detect Streaming Data Electron 10(1534):1\u201326","journal-title":"Detect Streaming Data Electron"}],"container-title":["The Journal of Supercomputing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11227-022-04310-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11227-022-04310-z\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11227-022-04310-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,6]],"date-time":"2022-05-06T18:41:23Z","timestamp":1651862483000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11227-022-04310-z"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,1,24]]},"references-count":23,"journal-issue":{"issue":"8","published-print":{"date-parts":[[2022,5]]}},"alternative-id":["4310"],"URL":"https:\/\/doi.org\/10.1007\/s11227-022-04310-z","relation":{},"ISSN":["0920-8542","1573-0484"],"issn-type":[{"value":"0920-8542","type":"print"},{"value":"1573-0484","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,1,24]]},"assertion":[{"value":"6 January 2022","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"24 January 2022","order":2,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}