Search Results for author: Afsaneh Doryab

Found 6 papers, 2 papers with code

Towards a Computational Framework for Automated Discovery and Modeling of Biological Rhythms from Wearable Data Streams

no code implementations13 Sep 2021 Runze Yan, Afsaneh Doryab

We first identify cyclic periods in time series data using three different methods and test their performance on both synthetic data and real fine-grained biological data.

Time Series Time Series Analysis

Detection of Racial Bias from Physiological Responses

no code implementations2 Feb 2021 Fateme Nikseresht, Runze Yan, Rachel Lew, Yingzheng Liu, Rose M. Sebastian, Afsaneh Doryab

Despite the evolution of norms and regulations to mitigate the harm from biases, harmful discrimination linked to an individual's unconscious biases persists.

HHAR-net: Hierarchical Human Activity Recognition using Neural Networks

1 code implementation28 Oct 2020 Mehrdad Fazli, Kamran Kowsari, Erfaneh Gharavi, Laura Barnes, Afsaneh Doryab

We evaluate our model on the Extrasensory dataset; a dataset collected in the wild and containing data from smartphones and smartwatches.

Human Activity Recognition

Can Smartphone Co-locations Detect Friendship? It Depends How You Model It

no code implementations7 Aug 2020 Momin M. Malik, Afsaneh Doryab, Michael Merrill, Jürgen Pfeffer, Anind K. Dey

We present a study to detect friendship, its strength, and its change from smartphone location data collectedamong members of a fraternity.

Extraction of Behavioral Features from Smartphone and Wearable Data

no code implementations18 Dec 2018 Afsaneh Doryab, Prerna Chikarsel, Xinwen Liu, Anind K. Dey

The rich set of sensors in smartphones and wearable devices provides the possibility to passively collect streams of data in the wild.

The Impact of Humanoid Affect Expression on Human Behavior in a Game-Theoretic Setting

1 code implementation10 Jun 2018 Aaron M. Roth, Umang Bhatt, Tamara Amin, Afsaneh Doryab, Fei Fang, Manuela Veloso

In this pilot study, we investigate (1) in what way a robot can express a certain mood to influence a human's decision making behavioral model; (2) how and to what extent the human will be influenced in a game theoretic setting.

Decision Making

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