{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,12]],"date-time":"2026-06-12T16:52:42Z","timestamp":1781283162542,"version":"3.54.1"},"reference-count":39,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,11,9]],"date-time":"2022-11-09T00:00:00Z","timestamp":1667952000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,11,9]],"date-time":"2022-11-09T00:00:00Z","timestamp":1667952000000},"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":[[2022,11,9]]},"DOI":"10.23919\/fruct56874.2022.9953843","type":"proceedings-article","created":{"date-parts":[[2022,11,28]],"date-time":"2022-11-28T15:25:13Z","timestamp":1669649113000},"page":"22-29","source":"Crossref","is-referenced-by-count":7,"title":["Classification Accuracy Comparison between Machine Learning Algorithms and a Deep Learning Algorithm in Predicting Hand Gestures"],"prefix":"10.23919","author":[{"given":"Shahed","family":"Alam","sequence":"first","affiliation":[{"name":"BRAC University,Dhaka,Bangladesh"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Md Saif","family":"Kabir","sequence":"additional","affiliation":[{"name":"BRAC University,Dhaka,Bangladesh"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Md. Naveed","family":"Hossain","sequence":"additional","affiliation":[{"name":"BRAC University,Dhaka,Bangladesh"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Quazi Rian","family":"Hasnaine","sequence":"additional","affiliation":[{"name":"BRAC University,Dhaka,Bangladesh"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Md. Golam","family":"Rabiul Alam","sequence":"additional","affiliation":[{"name":"BRAC University,Dhaka,Bangladesh"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/1549\/5\/052060"},{"key":"ref38","doi-asserted-by":"crossref","first-page":"3219","DOI":"10.3390\/s18103219","article-title":"Recognition of sedentary behavior by machine learning analysis of wearable sensors during activities of daily living for telemed-ical assessment of cardiovascular risk","volume":"18","author":"ka","year":"2018","journal-title":"SENSORS"},{"key":"ref33","author":"christopher","year":"2015","journal-title":"Understanding LSTM Networks"},{"key":"ref32","article-title":"Learning nonlinear functions using regular-ized greedy forest","volume":"36","author":"zhang","year":"2014","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/1645953.1646301"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.14778\/1687553.1687569"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.23919\/EUSIPCO.2017.8081366"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ISIE.2007.4374610"},{"key":"ref35","author":"jahnavi","year":"0","journal-title":"Introduction to Neural Networks Advantages and Applications"},{"key":"ref34","author":"chevalier","year":"2018"},{"key":"ref10","first-page":"389","article-title":"Recog-nition of human arm gestures using Myo armband for the game of hand cricket","author":"krishnan","year":"0","journal-title":"2017 IEEE International Symposium on Robotics and Intelligent Sensors (IRIS)"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.2147\/MDER.S91102"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.3390\/s18051615"},{"key":"ref13","first-page":"254","article-title":"Feature Extraction from sEMG of Fore-arm Muscles, Performance Analysis of Neural Networks and Support Vector Machines for Movement Classification","author":"morales","year":"0","journal-title":"Proceedings of the 14th International Conference on Informatics in Control Automation and Robotics SCITEPRESS - Science and Technology Publications"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2020.2985299"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0186132"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/SMC52423.2021.9658659"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/WRC-SARA.2019.8931937"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2019.8857592"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2008.919734"},{"key":"ref28","first-page":"302","article-title":"Robust Logitboost and adaptive base class (ABC) Logitboost","author":"li","year":"0","journal-title":"Proceedings of the Twenty-Sixth Conference Annual Conference on Uncertainty in Artificial Intelligence (UAI‚10)"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2021.3075931"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1013203451"},{"key":"ref3","article-title":"Limb Loss Stats | One Handy Barrow","year":"2022","journal-title":"u osu edu"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1682\/JRRD.2010.09.0177"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939785"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.3389\/fnbot.2018.00058"},{"key":"ref8","author":"yashuk","year":"2022","journal-title":"Accessed online"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2891749"},{"key":"ref2","first-page":"651","article-title":"Upper Limb Amputations","author":"diane","year":"2020","journal-title":"Essentials of Physical Medicine and Rehabilitation(Fourth Edition) Elsevier"},{"key":"ref9","author":"enshov","year":"2022","journal-title":"Accessed online"},{"key":"ref1","article-title":"prevalence of traumatic non-fatal limb amputation","author":"mc","year":"2020","journal-title":"Prosthetics and Orthotics International"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1186\/s12984?017-0290-6"},{"key":"ref22","article-title":"Support Vector Machine — Introduction to Machine Learning Algorithms","year":"2022","journal-title":"Medium"},{"key":"ref21","article-title":"RBF SVM parameters","year":"2022","journal-title":"Scikit-Learn"},{"key":"ref24","year":"2021","journal-title":"Bagging"},{"key":"ref23","author":"vihar","year":"0","journal-title":"Introduction to ensemble methods"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.3390\/electronics10111322"},{"key":"ref25","author":"hasan","year":"2022","journal-title":"Attack and anomaly detection in IoT sensors in IoT sites using machine learning approaches"}],"event":{"name":"2022 32nd Conference of Open Innovations Association (FRUCT)","location":"Tampere, Finland","start":{"date-parts":[[2022,11,9]]},"end":{"date-parts":[[2022,11,11]]}},"container-title":["2022 32nd Conference of Open Innovations Association (FRUCT)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9953737\/9953804\/09953843.pdf?arnumber=9953843","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,26]],"date-time":"2025-08-26T19:19:08Z","timestamp":1756235948000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9953843\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,11,9]]},"references-count":39,"URL":"https:\/\/doi.org\/10.23919\/fruct56874.2022.9953843","relation":{},"subject":[],"published":{"date-parts":[[2022,11,9]]}}}