Research Project: Human Status Tracking System
An intelligent Data Collecting System from Personal Mobile and Wearable Devices
Posts by Collection
portfolio
Research Project: Human Behavior Modeling via Mobile Sensing
Computational Modeling of Human Behaviors from Mobile and Wearable Data
Research Project: Personality Measurement
Personality Measurement from Mobile Sensor Data Using Machine Learning Approach
Research Project: Racial Bias Detection
Racial Bias Detection Using Physiological Sensor Signals
Research Project: Human Mobility Modeling
Human Mobility Prediction Using GPS Data 
Course Project: Text Mining
Yelp Restaurant Recommendation System
Course Project: Statistical Modeling
Beijing PM2.5 Statistical Analysis and Forecasting
Course Project: Bayesian Machine Learning
Stock Price Prediction
Course Project: Reinforcement Learning
Collision Avoidance Algorithm via Deep Reinforcement Learning
Course Project: Autonomous Mobile Robot
Hand Gesture Controlled Mobile Robot Using Robot Operating System (ROS)
publications
A Computational Framework for Modeling Biobehavioral Rhythms from Mobile and Wearable Data Streams.” ACM Transactions on Intelligent Systems and Technology (TIST)
Published in ACM Transactions on Intelligent Systems and Technology (TIST), 2020
This paper was accepted by ACM TIST in January, 2022
Recommended citation: Yan, Runze, Xinwen Liu, Janine Dutcher, Michael Tumminia, Daniella Villalba, Sheldon Cohen, David Creswell et al. "A Computational Framework for Modeling Biobehavioral Rhythms from Mobile and Wearable Data Streams." ACM transactions on intelligent systems and technology, (2021). https://dl.acm.org/doi/full/10.1145/3510029
Detection of Racial Bias from Physiological Responses
Published in International Conference on Applied Human Factors and Ergonomics (AHFE), 2021
Recommended citation: Nikseresht, Fateme, Runze Yan, Rachel Lew, Yingzheng Liu, Rose M. Sebastian, and Afsaneh Doryab. "Detection of Racial Bias from Physiological Responses." In International Conference on Applied Human Factors and Ergonomics, pp. 59-66. Springer, Cham, (2021). https://arxiv.org/pdf/2102.01287.pdf
Towards a Computational Framework for Automated Discovery and Modeling of Biological Rhythms from Wearable Data Streams
Published in Intelligent Systems Conference (IntelliSys), 2021
Recommended citation: Yan, Runze, and Afsaneh Doryab. "Towards a Computational Framework for Automated Discovery and Modeling of Biological Rhythms from Wearable Data Streams." In Proceedings of SAI Intelligent Systems Conference, pp. 643-661. Springer, Cham, (2021). https://arxiv.org/pdf/2109.06177.pdf
Daily Trajectory Prediction Using Temporal Frequent Pattern Tree
Published in International Congress on Information and Communication Technology (ICICT), 2021
Recommended citation: Cai, Mingyi, Runze Yan, and Afsaneh Doryab. "Daily Trajectory Prediction Using Temporal Frequent Pattern Tree." In Proceedings of Sixth International Congress on Information and Communication Technology, pp. 333-343. Springer, Singapore, (2022). https://link.springer.com/chapter/10.1007/978-981-16-2380-6_29
Machine Learning Modeling of Adaptive and Maladaptive Personality Traits from Passively Sensed Behavior
Published in Future Generation Computer Systems (FGCS), 2022
This paper was accepted by FGCS in February, 2022
Recommended citation: Yan, Runze, Whitney R. Ringwald, Julio Vega, Madeline Kehl, Sang Won Bae, Anind Dey, Carissa Low, Aidan GC Wright, and Afsaneh Doryab. "Machine Learning Modeling of Adaptive and Maladaptive Personality Traits from Passively Sensed Behavior." (2021). https://www.sciencedirect.com/science/article/pii/S0167739X2200053X
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
AI for Social Good
Undergraduate and Graduate, Spring Semester Undergraduate and Graduate Course at UVA, 2020
Role: Teaching Assistant
Data and Information Engineering
Undergraduate course, Fall Semester Undergraduate Course at UVA, 2023
Role: Teaching Assistant