Afra Mashhadi

According to our database, Afra Mashhadi authored at least 28 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Survey of Federated Learning Models for Spatial-Temporal Mobility Applications.

Yacine Belal, Sonia Ben Mokhtar, Hamed Haddadi, Jaron Wang, Afra Mashhadi

ACM Trans. Spatial Algorithms Syst., September, 2024

Do LLMs Exhibit Human-Like Reasoning? Evaluating Theory of Mind in LLMs for Open-Ended Responses.

Maryam Amirizaniani, Elias Martin, Maryna Sivachenko, Afra Mashhadi, Chirag Shah

CoRR, 2024

Phoenix: A Federated Generative Diffusion Model.

Fiona Victoria Stanley Jothiraj, Afra Mashhadi

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

E²T²: Emote Embedding for <i>T</i>witch <i>T</i>oxicity Detection.

Korosh Moosavi, Elias Martin, Muhammad Aurangzeb Ahmad, Afra Mashhadi

Proceedings of the Companion Publication of the 2024 Conference on Computer-Supported Cooperative Work and Social Computing, 2024

Can LLMs Reason Like Humans? Assessing Theory of Mind Reasoning in LLMs for Open-Ended Questions.

Maryam Amirizaniani, Elias Martin, Maryna Sivachenko, Afra Mashhadi, Chirag Shah

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Privacy-Aware Adversarial Network in Human Mobility Prediction.

Yuting Zhan, Hamed Haddadi, Afra Mashhadi

Proc. Priv. Enhancing Technol., January, 2023

Just Another Day on Twitter: A Complete 24 Hours of Twitter Data.

Jürgen Pfeffer, Daniel Matter, Kokil Jaidka, Onur Varol, Afra Mashhadi, Jana Lasser, Dennis Assenmacher, Siqi Wu, Diyi Yang, Cornelia Brantner, Daniel M. Romero, Jahna Otterbacher, Carsten Schwemmer, Kenneth Joseph, David García, Fred Morstatter

Proceedings of the Seventeenth International AAAI Conference on Web and Social Media, 2023

Analysing Fairness of Privacy-Utility Mobility Models.

Yuting Zhan, Hamed Haddadi, Afra Mashhadi

Proceedings of the Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing, 2023

Inflorescence: A Framework for Evaluating Fairness with Clustered Federated Learning.

Alex Kyllo, Afra Mashhadi

Proceedings of the Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing, 2023

2022

Personalized Emotion Detection using IoT and Machine Learning.

Fiona Victoria Stanley Jothiraj, Afra Mashhadi

CoRR, 2022

Privacy-Aware Human Mobility Prediction via Adversarial Networks.

Yuting Zhan, Alex Kyllo, Afra Mashhadi, Hamed Haddadi

CoRR, 2022

Fairness in Federated Learning for Spatial-Temporal Applications.

Afra Mashhadi, Alex Kyllo, Reza M. Parizi

CoRR, 2022

Multi-task Models for Multi-faceted Classification of Pandemic Information on Social Media.

Xinchen Yu, Zhuoli Xie, Afra Mashhadi, Lingzi Hong

Proceedings of the WebSci '22: 14th ACM Web Science Conference 2022, Barcelona, Spain, June 26, 2022

Nostalgic Analysis of Location Based Tweets.

Larissa Gao, Lingzi Hong, Afra Mashhadi

Proceedings of the Social Informatics - 13th International Conference, 2022

Impact of Exogenous Biases of Instagram Posts on Park Visitation Estimation.

Afra Mashhadi, Sana Suse, Susan Ammiri, Spencer A. Wood

Proceedings of the HT '22: 33rd ACM Conference on Hypertext and Social Media, 2022

Causal Impact Model to Evaluate the Diffusion Effect of Social Media Campaigns.

Xinchen Yu, Afra Mashhadi, Jeremy Boy, René Clausen Nielsen, Lingzi Hong

Proceedings of 20th European Conference on Computer-Supported Cooperative Work, Coimbra, Portugal, June 27, 2022

A Case Study of Integrating Fairness Visualization Tools in Machine Learning Education.

Afra Mashhadi, Annuska Zolyomi, Jay Quedado

Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

An Auditing Framework for Analyzing Fairness of Spatial-Temporal Federated Learning Applications.

Afra Mashhadi, Ali Tabaraei, Yuting Zhan, Reza M. Parizi

Proceedings of the 2022 IEEE World AI IoT Congress (AIIoT), 2022

CloudFL: A Zero-Touch Federated Learning Framework for Privacy-aware Sensor Cloud.

Viraaji Mothukuri, Reza M. Parizi, Seyedamin Pouriyeh, Afra Mashhadi

Proceedings of the ARES 2022: The 17th International Conference on Availability, Reliability and Security, Vienna,Austria, August 23, 2022

2021

Privacy Preserving Techniques Applied to CPNI Data: Analysis and Recommendations.

Jeffrey Murray Jr, Afra Mashhadi, Brent Lagesse, Michael Stiber

CoRR, 2021

Caring Without Sharing: A Federated Learning Crowdsensing Framework for Diversifying Representation of Cities.

Michael Cho, Afra Mashhadi

Proceedings of the Mobile and Ubiquitous Systems: Computing, Networking and Services, 2021

Deep Embedded Clustering of Urban Communities Using Federated Learning.

Afra Mashhadi, Joshua Sterner, Jeffrey Murray

Proceedings of the International Joint Conference on Neural Networks, 2021

No Walk in the Park: The Viability and Fairness of Social Media Analysis for Parks and Recreational Policy Making.

Afra Mashhadi, Samantha G. Winder, Emilia H. Lia, Spencer A. Wood

Proceedings of the Fifteenth International AAAI Conference on Web and Social Media, 2021

Effects of the COVID-19 Pandemic on Park Visitation Measured by Social Media.

Sana Suse, Afra Mashhadi, Spencer A. Wood

Proceedings of the Companion Publication of the 2021 ACM Conference on Computer Supported Cooperative Work and Social Computing, 2021

2020

A Crowd-Sourced Obstacle Detection and Navigation App for Visually Impaired.

Edward Kim, Joshua Sterner, Afra Mashhadi

Proceedings of the Science and Technologies for Smart Cities, 2020

Quantifying Biases in Social Media Analysis of Recreation in Urban Parks.

Afra Mashhadi, Samantha G. Winder, Emilia H. Lia, Spencer A. Wood

Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, 2020

A Privacy-Preserving Framework for Collecting Demographic Information.

Afra Mashhadi

Proceedings of the Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems, 2020

2018

Towards Understanding Communication Behavior Changes During Floods Using Cell Phone Data.

Lingzi Hong, Myeong Lee, Afra Mashhadi, Vanessa Frías-Martínez

Proceedings of the Social Informatics, 2018