Saad Mohammad Abrar

13 papers C 1Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
From "I have nothing to hide" to "It looks like stalking": Measuring Americans' Level of Comfort with Individual Mobility Features Extracted from Location Data.
CoRR
Naman Awasthi, Saad Mohammad Abrar, Daniel Smolyak, Vanessa Frías-Martínez
2025 — conf
ProcVQA: Benchmarking the Effects of Structural Properties in Mined Process Visualizations on Vision-Language Model Performance.
EMNLP (Findings)
Kazi Tasnim Zinat, Saad Mohammad Abrar, Shoumik Saha, Sharmila Duppala, Saimadhav Naga Sakhamuri, Zhicheng Liu
2024 J jnl
Assessing the Impact of Case Correction Methods on the Fairness of COVID-19 Predictive Models.
CoRR
Daniel Smolyak, Saad Mohammad Abrar, Naman Awasthi, Vanessa Frías-Martínez
2024 J jnl
Auditing the Fairness of COVID-19 Forecast Hub Case Prediction Models.
CoRR
Saad Mohammad Abrar, Naman Awasthi, Daniel Smolyak, Vanessa Frías-Martínez
2024 J jnl
COVID-19's Unequal Toll: An assessment of small business impact disparities with respect to ethnorace in metropolitan areas in the US using mobility data.
CoRR
Saad Mohammad Abrar, Kazi Tasnim Zinat, Naman Awasthi, Vanessa Frías-Martínez
2024 J jnl
DemOpts: Fairness corrections in COVID-19 case prediction models.
CoRR
Naman Awasthi, Saad Mohammad Abrar, Daniel Smolyak, Vanessa Frías-Martínez
2024 J jnl
Systematic analysis of the effectiveness of adding human mobility data to covid-19 case prediction linear models.
CoRR
Saad Mohammad Abrar, Naman Awasthi, Daniel Smolyak, Vanessa Frías-Martínez
2023 J jnl
Analysis of Performance Improvements and Bias Associated with the Use of Human Mobility Data in COVID-19 Case Prediction Models.
ACM J. Comput. Sustain. Soc.
Saad Mohammad Abrar, Naman Awasthi, Daniel Smolyak, Vanessa Frías-Martínez
2023 J jnl
Auditing the fairness of place-based crime prediction models implemented with deep learning approaches.
Comput. Environ. Urban Syst.
Jiahui Wu, Saad Mohammad Abrar, Naman Awasthi, Vanessa Frías-Martínez
2023 C conf
The BALTO Toolkit - A New Approach to Ethical and Sustainable Data Collection for Equitable Public Transit.
COMPASS
Vanessa Frías-Martínez, Saad Mohammad Abrar, Naman Awasthi, Sunyup Park, Jessica Vitak
2022 J jnl
Enhancing short-term crime prediction with human mobility flows and deep learning architectures.
EPJ Data Sci.
Jiahui Wu, Saad Mohammad Abrar, Naman Awasthi, Enrique Frías-Martínez, Vanessa Frías-Martínez
2021 J jnl
Learning Drug-Disease-Target Embedding (DDTE) from knowledge graphs to inform drug repurposing hypotheses.
J. Biomed. Informatics
Changsung Moon, Chunming Jin, Xialan Dong, Saad Mohammad Abrar, Weifan Zheng, Rada Y. Chirkova, Alexander Tropsha
2020 J jnl
Text Mining to Identify and Extract Novel Disease Treatments From Unstructured Datasets.
CoRR
Rahul Yedida, Saad Mohammad Abrar, Cleber C. Melo-Filho, Eugene N. Muratov, Rada Chirkova, Alexander Tropsha