A Fault Tolerant Multi-Agent System with Non-Deterministic Decision-Making for Task Allocation. - Maryam S. Mirian; Majid Nili Ahmadabadi; Babak Nadjar Araabi (Engineering of Reconfigurable Systems and Algorithms, 2003)

Comparing Learning Attention Control in Perceptual and Decision Space. - Maryam S. Mirian; Majid Nili Ahmadabadi; Babak Nadjar Araabi; Roland Siegwart (WAPCV, 2008)

Speeding up top-down attention control learning by using full observation knowledge. - Narges Noori; Majid Nili Ahmadabadi; Maryam S. Mirian; Babak Nadjar Araabi (CIRA, 2009)

Learning Active Fusion of Multiple Experts' Decisions: An Attention-Based Approach. - Maryam S. Mirian; Majid Nili Ahmadabadi; Babak Nadjar Araabi; Roland Siegwart (Neural Comput., 2011)

Learning Attentive Fusion of Multiple Bayesian Network Classifiers. - Sepehr Eghbali; Majid Nili Ahmadabadi; Babak Nadjar Araabi; Maryam S. Mirian (ICONIP (3), 2012)

A Distributed Q-Learning Approach for Variable Attention to Multiple Critics. - Maryam Tavakol; Majid Nili Ahmadabadi; Maryam S. Mirian; Masoud Asadpour (ICONIP (3), 2012)

Knowledge map as a decision support tool for expert finding in research-based organizations. - Rizan Moradi; Nafiseh Torkzadeh Mahani; Neda Eghbali; Elnaz Ketabchi; Maryam S. Mirian (IST, 2012)

METAL: A framework for mixture-of-experts task and attention learning. - Maryam S. Mirian; Babak Nadjar Araabi; Majid Nili Ahmadabadi; Roland Siegwart (J. Intell. Fuzzy Syst., 2012)

Interactive Learning in Continuous Multimodal Space: A Bayesian Approach to Action-Based Soft Partitioning and Learning. - Hadi Firouzi; Majid Nili Ahmadabadi; Babak Nadjar Araabi; Saeed Amizadeh; Maryam S. Mirian; Roland Siegwart (IEEE Trans. Auton. Ment. Dev., 2012)

Automatic Enhancement of LTAG Treebank. - Farzaneh Zarei; Ali Basirat; Heshaam Faili; Maryam S. Mirian (RANLP, 2013)

Combined classification and regression for simultaneous and proportional EMG control of wrist forces. - Mohammad Hossein Shahmoradi; Mohammad Ali Akhaee; Maryam S. Mirian (EUSIPCO, 2015)

Is the Mood Really in the Eye of the Beholder? - Mojgan Hashemian; Hadi Moradi; Maryam S. Mirian; Mehdi Tehrani-Doost; Rabab K. Ward (HCI (27), 2015)

Reducing Post-Silicon Coverage Monitoring Overhead with Emulation and Bayesian Feature Selection. - Ricardo Ochoa Gallardo; Alan J. Hu; André Ivanov; Maryam S. Mirian (ICCAD, 2015)

"How Is His/Her Mood": A Question That a Companion Robot May Be Able to Answer. - Mojgan Hashemian; Hadi Moradi; Maryam S. Mirian (ICSR, 2016)

Attention control learning in the decision space using state estimation. - Zahra Gharaee; Alireza Fatehi; Maryam S. Mirian; Majid Nili Ahmadabadi (Int. J. Syst. Sci., 2016)

Alecsa: Attentive Learning for Email Categorization using Structural Aspects. - Mostafa Dehghani 001; Azadeh Shakery; Maryam S. Mirian (Knowl. Based Syst., 2016)

Data-Driven Methods to Create Knowledge Maps for Decision Making in Academic Contexts. - Rizan Moradi; Khalil Taheri; Maryam S. Mirian (J. Inf. Knowl. Manag., 2017)

Simultaneous Analysis of 2D Echo Views for Left Atrial Segmentation and Disease Detection. - Gregory Allan; Saman Nouranian; Teresa Tsang; Alexander Seitel; Maryam S. Mirian; John Jue; Dale Hawley; Sarah Fleming; Ken Gin; Jody Swift; Robert Rohling; Purang Abolmaesumi (IEEE Trans. Medical Imaging, 2017)

Expert finding by the Dempster-Shafer theory for evidence combination. - Nafiseh Torkzadeh Mahani; Mostafa Dehghani 001; Maryam S. Mirian; Azadeh Shakery; Khalil Taheri (Expert Syst. J. Knowl. Eng., 2018)

A Deep Learning Strategy for Automatic Sleep Staging Based on Two-Channel EEG Headband Data. - Amelia A. Casciola; Sebastiano K. Carlucci; Brianne A. Kent; Amanda M. Punch; Michael A. Muszynski; Daniel Zhou; Alireza Kazemi; Maryam S. Mirian; Jason Valerio; Martin J. McKeown; Haakon B. Nygaard (Sensors, 2021)

Deep Transfer Learning for Parkinson's Disease Monitoring by Image-Based Representation of Resting-State EEG Using Directional Connectivity. - Emad Arasteh; Ailar Mahdizadeh; Maryam S. Mirian; Soojin Lee; Martin J. McKeown (Algorithms, 2022)

Sleep staging using semi-unsupervised clustering of EEG: Application to REM sleep behavior disorder. - Alireza Kazemi; Martin J. McKeown; Maryam S. Mirian (Biomed. Signal Process. Control., 2022)

Automatic labeling of Parkinson's Disease gait videos with weak supervision. - Mohsen Gholami; Rabab Ward; Ravneet Mahal; Maryam S. Mirian; Kevin Yen; Kye Won Park; Martin J. McKeown; Z. Jane Wang 001 (Medical Image Anal., 2023)

Joint Learning for Visual Reconstruction from the Brain Activity: Hierarchical Representation of Image Perception with EEG-Vision Transformer. - Ali Akbari; Kosar Sanjar Arani; Tony Yousefnezhad; Maryam S. Mirian; Emad Arasteh (UniReps, 2025)

Assessment of 1H-MRS spectra via multiset canonical correlation analysis and empirical mode decomposition. - Alieh Ahdi; Alex Ensworth; Bretta Russell Schulz; Erin L. MacMillan; Maryam S. Mirian; Abdol-Hossein Vahabie; Cornelia Laule; Haakon B. Nygaard; Seyed Kamaledin Setarehdan; Martin J. McKeown (Comput. Biol. Medicine, 2025)

Interpretable EEG-to-Image Generation with Semantic Prompts. - Arshak Rezvani; Ali Akbari; Kosar Sanjar Arani; Maryam S. Mirian; Emad Arasteh; Martin J. McKeown (CoRR, 2025)