\begin{thebibliography}{} \bibitem [\protect \citeauthoryear {% Alagoz% }{% Alagoz% }{% {\protect \APACyear {{\protect \bibnodate {}}}}% }]{% alagoz_comparative_2024} \APACinsertmetastar {% alagoz_comparative_2024}% \begin{APACrefauthors}% Alagoz, C.% \end{APACrefauthors}% \unskip\ \newblock \APACrefYearMonthDay{{\protect \bibnodate {}}}{}{}. \newblock \APACrefbtitle {Comparative Analysis of {XGBoost} and Minirocket Algortihms for Human Activity Recognition} {Comparative analysis of {XGBoost} and minirocket algortihms for human activity recognition}\ (\BNUM\ {arXiv}:2402.18296). \newblock \APACaddressPublisher{}{{arXiv}}. \newblock \begin{APACrefURL} [{2024-12-01}]\url{http://arxiv.org/abs/2402.18296} \end{APACrefURL} \newblock \begin{APACrefDOI} \doi{10.48550/arXiv.2402.18296} \end{APACrefDOI} \PrintBackRefs{\CurrentBib} \bibitem [\protect \citeauthoryear {% Brownlee% }{% Brownlee% }{% {\protect \APACyear {{\protect \bibnodate {}}}}% }]{% brownlee_gentle_2018} \APACinsertmetastar {% brownlee_gentle_2018}% \begin{APACrefauthors}% Brownlee, J.% \end{APACrefauthors}% \unskip\ \newblock \APACrefYearMonthDay{{\protect \bibnodate {}}}{}{}. \newblock \APACrefbtitle {A Gentle Introduction to a Standard Human Activity Recognition Problem.} {A gentle introduction to a standard human activity recognition problem.} \newblock \begin{APACrefURL} [{2024-12-01}]\url{https://www.machinelearningmastery.com/how-to-load-and-explore-a-standard-human-activity-recognition-problem/} \end{APACrefURL} \PrintBackRefs{\CurrentBib} \bibitem [\protect \citeauthoryear {% Sikder% , Chowdhury% , Arif% \BCBL {}\ \BBA {} Nahid% }{% Sikder% \ \protect \BOthers {.}}{% {\protect \APACyear {{\protect \bibnodate {}}}}% }]{% sikder_human_2021} \APACinsertmetastar {% sikder_human_2021}% \begin{APACrefauthors}% Sikder, N.% , Chowdhury, M\BPBI S.% , Arif, A\BPBI S\BPBI M.% \BCBL {}\ \BBA {} Nahid, A\BHBI A.% \end{APACrefauthors}% \unskip\ \newblock \APACrefYearMonthDay{{\protect \bibnodate {}}}{}{}. \newblock \APACrefbtitle {Human Activity Recognition Using Multichannel Convolutional Neural Network} {Human activity recognition using multichannel convolutional neural network}\ (\BNUM\ {arXiv}:2101.06709). \newblock \APACaddressPublisher{}{{arXiv}}. \newblock \begin{APACrefURL} [{2024-12-01}]\url{http://arxiv.org/abs/2101.06709} \end{APACrefURL} \newblock \begin{APACrefDOI} \doi{10.48550/arXiv.2101.06709} \end{APACrefDOI} \PrintBackRefs{\CurrentBib} \end{thebibliography}