13 citations · 26 across the 18 of their papers we have counts for
7 papers · 1 filter
Dbias: Detecting biases and ensuring Fairness in news articles
Shaina Raza, Deepak John Reji, Chen Ding
Because of the increasing use of data-centric systems and algorithms in machine learning, the topic of fairness is receiving a lot of attention in the academic and broader literatu…
BERT4Loc: BERT for Location -- POI Recommender System
Syed Raza Bashir, Shaina Raza, Vojislav Misic
Recommending points of interest (POIs) is a challenging task that requires extracting comprehensive location data from location-based social media platforms. To provide effective l…
A Machine Learning Model for Predicting, Diagnosing, and Mitigating Health Disparities in Hospital Readmission
Shaina Raza
The management of hyperglycemia in hospitalized patients has a significant impact on both morbidity and mortality. Therefore, it is important to predict the need for diabetic patie…
An Approach to Ensure Fairness in News Articles
Shaina Raza, Deepak John Reji, Dora D. Liu +2
Recommender systems, information retrieval, and other information access systems present unique challenges for examining and applying concepts of fairness and bias mitigation in un…
A Biomedical Pipeline to Detect Clinical and Non-Clinical Named Entities
Shaina Raza, Brian Schwartz
There are a few challenges related to the task of biomedical named entity recognition, which are: the existing methods consider a fewer number of biomedical entities (e.g., disease…
A COVID-19 Search Engine (CO-SE) with Transformer-based Architecture
Shaina Raza
Coronavirus disease (COVID-19) is an infectious disease, which is caused by the SARS-CoV-2 virus. Due to the growing literature on COVID-19, it is hard to get precise, up-to-date i…
A Summary of COVID-19 Datasets
Syed Raza Bashir, Shaina Raza, Vidhi Thakkar +1
This research presents a review of main datasets that are developed for COVID-19 research. We hope this collection will continue to bring together members of the computing communit…