A computationally scalable fast intra coding scheme for HEVC video encoder. - Elahe Hosseini; Farhad Pakdaman; Mahmoud Reza Hashemi; Mohammad Ghanbari 001 (Multim. Tools Appl., 2019)

Fine-grain complexity control of HEVC intra prediction in battery-powered video codecs. - Elahe Hosseini; Farhad Pakdaman; Mahmoud Reza Hashemi; Mohammad Ghanbari 001 (J. Real Time Image Process., 2021)

Towards Generalized ML Model in Automated Physiological Arousal Computing: A Transfer Learning-Based Domain Generalization Approach. - Ruijie Fang; Ruoyu Zhang; Elahe Hosseini; Anna M. Parenteau; Sally Hang; Setareh Rafatirad; Camelia E. Hostinar; Mahdi Orooji; Houman Homayoun (BIBM, 2022)

Prevent Over-fitting and Redundancy in Physiological Signal Analyses for Stress Detection. - Ruijie Fang; Ruoyu Zhang; Elahe Hosseini; Anna M. Parenteau; Sally Hang; Setareh Rafatirad; Camelia E. Hostinar; Mahdi Orooji; Houman Homayoun (BIBM, 2022)

A Low Cost EDA-based Stress Detection Using Machine Learning. - Elahe Hosseini; Ruijie Fang; Ruoyu Zhang; Anna M. Parenteau; Sally Hang; Setareh Rafatirad; Camelia Hostinar; Mahdi Orooji; Houman Homayoun (BIBM, 2022)

ATLAS: An Adaptive Transfer Learning Based Pain Assessment System: A Real Life Unsupervised Pain Assessment Solution. - Ruijie Fang; Ruoyu Zhang; Elahe Hosseini; Mahdi Orooji; Houman Homayoun; Sayed Mohammad Hosseini; Mahya Faghih; Soheil Rafatirad; Setareh Rafatirad (EMBC, 2022)

Convolution Neural Network for Pain Intensity Assessment from Facial Expression. - Elahe Hosseini; Ruijie Fang; Ruoyu Zhang; Chen-Nee Chuah; Mahdi Orooji; Soheil Rafatirad; Setareh Rafatirad; Houman Homayoun (EMBC, 2022)

Introducing an Open-Source Python Toolkit for Machine Learning Research in Physiological Signal based Affective Computing. - Ruijie Fang; Ruoyu Zhang; Elahe Hosseini; Chongzhou Fang; Setareh Rafatirad; Houman Homayoun (BIBM, 2023)

Emotion and Stress Recognition Utilizing Galvanic Skin Response and Wearable Technology: A Real-time Approach for Mental Health Care. - Elahe Hosseini; Ruijie Fang; Ruoyu Zhang; Setareh Rafatirad; Houman Homayoun (BIBM, 2023)

Short: Real-Time Bladder Monitoring by Bio-impedance Analysis to Aid Urinary Incontinence. - Ruoyu Zhang; Ruijie Fang; Zhichao Zhang; Elahe Hosseini; Mahdi Orooji; Houman Homayoun; Gozde Goncu Berk (CHASE, 2023)

Advanced Energy-Efficient System for Precision Electrodermal Activity Monitoring in Stress Detection. - Ruoyu Zhang; Ruijie Fang; Elahe Hosseini; Chongzhou Fang; Ning Miao; Houman Homayoun (BSN, 2024)

Transformers: A Security Perspective. - Banafsheh Saber Latibari; Najmeh Nazari; Muhtasim Alam Chowdhury; Kevin Immanuel Gubbi; Chongzhou Fang; Sujan Ghimire; Elahe Hosseini; Hossein Sayadi; Houman Homayoun; Soheil Salehi; Avesta Sasan (IEEE Access, 2024)

APEX: Attention on Personality based Emotion ReXgnition Framework. - Ruijie Fang; Ruoyu Zhang; Elahe Hosseini; Chongzhou Fang; Mahdi Eslamimehr; Setareh Rafatirad; Houman Homayoun (CoRR, 2024)

Hearing faculty members' voice: a gendered view on knowledge sharing. - Elahe Hosseini; Pantea Foroudi; Slimane Ed-Dafali; Aidin Salamzadeh (J. Knowl. Manag., 2025)

Machine Learning Reveals Composition Dependent Thermal Stability in Halide Perovskites. - Abigail R. Hering; Mansha Dubey; Elahe Hosseini; Meghna Srivastava; Yu An; Juan-Pablo Correa-Baena; Houman Homayoun; Marina S. Leite (CoRR, 2025)

Large Language Models for Opioid-Induced Respiratory Depression Prediction in Hospitalized Patients: A Retrospective Study. - Elahe Hosseini; Abhinav Srinivas; Najmeh Nazari; Charity Hale; Setareh Rafatirad; Houman Homayoun (ACM Trans. Comput. Heal., 2025)