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@article{DBLP:journals/access/AbbasAISAHI24,
  author       = {Sidra Abbas and
                  Shtwai Alsubai and
                  Muhammad Ibrar{-}ul{-}Haque and
                  Gabriel Avelino R. Sampedro and
                  Ahmad S. Almadhor and
                  Abdullah Al Hejaili and
                  Iryna Ivanochko},
  title        = {Active Machine Learning for Heterogeneity Activity Recognition Through
                  Smartwatch Sensors},
  journal      = {{IEEE} Access},
  volume       = {12},
  pages        = {22595--22607},
  year         = {2024}
}

@article{DBLP:journals/access/AbbasSAOAHS24,
  author       = {Sidra Abbas and
                  Gabriel Avelino R. Sampedro and
                  Shtwai Alsubai and
                  Stephen Ojo and
                  Ahmad S. Almadhor and
                  Abdullah Al Hejaili and
                  Lubomira Strazovska},
  title        = {Advancing Healthcare and Elderly Activity Recognition: Active Machine
                  and Deep Learning for Fine- Grained Heterogeneity Activity Recognition},
  journal      = {{IEEE} Access},
  volume       = {12},
  pages        = {44949--44959},
  year         = {2024}
}

@article{DBLP:journals/corr/abs-2403-15422,
  author       = {Xiaozhou Ye and
                  Kouichi Sakurai and
                  Nirmal{-}Kumar C. Nair and
                  Kevin I{-}Kai Wang},
  title        = {Machine Learning Techniques for Sensor-based Human Activity Recognition
                  with Data Heterogeneity - {A} Review},
  journal      = {CoRR},
  volume       = {abs/2403.15422},
  year         = {2024}
}

@misc{DBLP:data/10/BlunckBPKD15,
  author       = {Henrik Blunck and
                  Sourav Bhattacharya and
                  Thor S. Prentow and
                  Mikkel Kjrgaard and
                  Anind K. Dey},
  title        = {Heterogeneity Activity Recognition},
  publisher    = {{UCI} Machine Learning Repository},
  year         = {2015},
  month        = oct,
  howpublished = {\url{https://doi.org/10.24432/C5689X}},
  note         = {Accessed on YYYY-MM-DD.}
}