Traffic Flow Prediction using Long Short-Term Memory Network and Optimized Spatial Temporal Dependencies. - Zinat Ara; Mahdi Hashemi 001 (IEEE BigData, 2021)

Identifying the Severity of Road Accident Impact on Traffic Flow by Ensemble Model. - Zinat Ara; Mahdi Hashemi 001 (IRI, 2021)

Ride Hailing Service Demand Forecast by Integrating Convolutional and Recurrent Neural Networks. - Zinat Ara; Mahdi Hashemi 001 (SEKE, 2021)

Predicting Ride Hailing Service Demand Using Autoencoder and Convolutional Neural Network. - Zinat Ara; Mahdi Hashemi 001 (Int. J. Softw. Eng. Knowl. Eng., 2022)

Exploring Design Space of Collaborative Career-Seeking Experience for People on Autism Spectrum 174-178. - Zinat Ara; Sungsoo Ray Hong (IUI Workshops, 2023)

Collaborative Job Seeking for People with Autism: Challenges and Design Opportunities. - Zinat Ara; Amrita Ganguly; Donna Peppard; Dongjun Chung; Slobodan Vucetic; Vivian Genaro Motti; Sungsoo Ray Hong (CHI, 2024)

Closing the Knowledge Gap in Designing Data Annotation Interfaces for AI-powered Disaster Management Analytic Systems. - Zinat Ara; Hossein Salemi; Sungsoo Ray Hong; Yasas Senarath; Steve Peterson; Amanda Lee Hughes; Hemant Purohit (IUI, 2024)

Characterizing Creativity in Visualization Design. - Md. Naimul Hoque; Zinat Ara; Safwat Ali Khan; Fanny Chevalier; Niklas Elmqvist (CoRR, 2025)