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cs.LG2021★ 1 cited
Affinity-Based Hierarchical Learning of Dependent Concepts for Human Activity Recognition
Aomar Osmani, Massinissa Hamidi, Pegah Alizadeh
In multi-class classification tasks, like human activity recognition, it is often assumed that classes are separable. In real applications, this assumption becomes strong and gener…
cs.LG2021
Description of Structural Biases and Associated Data in Sensor-Rich Environments
Massinissa Hamidi, Aomar Osmani
In this article, we study activity recognition in the context of sensor-rich environments. We address, in particular, the problem of inductive biases and their impact on the data c…