Optimizing the Performance of KNN Classifier for Human Activity Recognition
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Publisher
Springer International Publishing
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https://link.springer.com/content/pdf/10.1007/978-3-030-81462-5_34
Reference51 articles.
1. Micucci, D., Mobilio, M., Napoletano, P.: Unimib shar: a dataset for human activity recognition using acceleration data from smartphones. Appl. Sci. 7(10), 1101 (2017)
2. Bayat, A., Pomplun, M., Tran, D.A.: A study on human activity recognition using accelerometer data from smartphones. Proc. Comput. Sci. 34, 450–457 (2014)
3. Hassan, M.M., et al.: A robust human activity recognition system using smartphone sensors and deep learning. Futur. Gener. Comput. Syst. 81, 307–313 (2018)
4. Sisodia, D.S., Yogi, A.K.: Performance Evaluation of Ensemble Learners on Smartphone Sensor Generated Human Activity Data Set Data, Engineering and Applications, pp. 277 284. Springer, Cham (2019). https://doi.org/10.1007/978-981-13-6351-1_22
5. Tian, Y., et al.: Inertial sensor-based human activity recognition via ensemble extreme learning machines optimized by quantum-behaved particle swarm. J. Intell. Fuzzy Syst. 38(2), 1443–1453 (2020)
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