Joseph Korpela

Machine learning enables improved runtime and precision for bio-loggers on seabirds

Joseph Korpela, Hirokazu Suzuki, Sakiko Matsumoto et al. · Communications Biology · 2020 · 45 citations · Full text

Evaluating tooth brushing performance with smartphone sound data

Joseph Korpela, Ryosuke Miyaji, Takuya Maekawa et al. · 2015 · 44 citations

Engineering, Machine Learning, Biometrics +21

Unsupervised Factory Activity Recognition with Wearable Sensors Using Process Instruction Information

Qingxin Xia, Atsushi Wada, Joseph Korpela et al. · Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · 2019 · 43 citations · Full text

Wearable System, Engineering, Factory Workers +25

Robust Unsupervised Factory Activity Recognition with Body-worn Accelerometer Using Temporal Structure of Multiple Sensor Data Motifs

Qingxin Xia, Joseph Korpela, Yasuo Namioka et al. · Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · 2020 · 38 citations · Full text

Wearable System, Engineering, Machine Learning +24

An energy-aware method for the joint recognition of activities and gestures using wearable sensors

Joseph Korpela, Kazuyuki Takase, Takahiro Hirashima et al. · 2015 · 32 citations · Full text

Wearable System, Engineering, Biometrics +21