مقالات علمی چاپ شده در مجلات

1. "OutSingle: a novel method of detecting and injecting outliers in RNA-Seq count data using the optimal hard threshold for singular values"
   Edin Salkovic, Mohamadamin Sadeghi, Abdelkader Baggag, Ahmed Gamal Rashed Salem, Halima Bensmail
   BIOINFORMATICS, Vol. 39, No 4, 2023
2. "A pragmatic perspective on AI transparency at workplace"
   Ghanim Al- Sulaiti, Mohamadamin Sadeghi, Lokendra Chauhan, Ji Lucas, Sanjay Chawla, Ahmed Elmagarmid
   AI and Ethics, Vol. ---, 2023
3. "Inferring and improving street maps with data-driven automation"
   Favyen Bastani, Songtao He, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohamadamin Sadeghi
   COMMUNICATIONS OF THE ACM, Vol. 64, No 11, pp.109-117, 2021
4. "High-performance estimation of lead ion concentration using smartphone-based colorimetric analysis and a machine learning approach"
   Samira Sajed, Mohammadreza Kolahdouz, Mohamadamin Sadeghi, Seyedeh Fatemeh Razavi
   ACS OMEGA, Vol. 5, No 42, pp.27675-27684, 2020
5. "Multi-representational learning for Offline Signature Verification using Multi-Loss Snapshot Ensemble of CNNs"
   Saeed Massoudnia, Omid Mersa, Babak Nadjar Araabi, Abdolhossein Vahabi, Mohamadamin Sadeghi, Majid Nili Ahmad Abadi
   EXPERT SYSTEMS WITH APPLICATIONS, Vol. 133, No 133, 2019
6. "Image-based retro-reflectivity measurement of traffic signs in day time"
   Vahid Balali, Mohamadamin Sadeghi, Mani Golparvar-fard
   ADVANCED ENGINEERING INFORMATICS, Vol. 29, No 4, pp.1028-1040, 2015

مقالات علمی ارائه شده در همایش‌ها

1. "Symbolic Regression for Interpretable Scientific Discovery"
   Nour Makke, Mohamadamin Sadeghi, Sanjay Chawla
   International Conference on Big Data Analytics, 2021
2. "Updating Street Maps using Changes Detected in Satellite Imagery"
   Favyen Bastani, Songtao He, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohamadamin Sadeghi
   SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021
3. "Inferring high-resolution traffic accident risk maps based on satellite imagery and GPS trajectories"
   Songtao He, Mohamadamin Sadeghi, Sanjay Chawla, Mohammad Alizadeh, Hari Balakrishnan, Samuel Madden
   2021 IEEE/CVF International Conference on Computer Vision (ICCV), 2021
4. "Sat2graph: Road graph extraction through graph-tensor encoding"
   Songtao He, Favyen Bastani, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Mohamed M Elshrif, Samuel Madden, Mohamadamin Sadeghi
   European Conference on Computer Vision, 2020
5. "RoadTagger: Robust Road Attribute Inference with Graph Neural Networks"
   Songtao He, Favyen Bastani, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Samuel Madden, Mohamadamin Sadeghi
   The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20), 2020
6. "Assisted Excitation of Activations: A Learning Technique to Improve Object Detectors"
   Mohammad Mahdi Derakhshani, Saeed Massoudnia, Amirhossein Shaker, Omid Mersa, Mohamadamin Sadeghi, Mohammad Rastegari, Babak Nadjar Araabi
   ieee conference on computer vision and pattern recognition, 2019
7. "BlockCNN: A Deep Network for Artifact Removal and Image Compression"
   Danial Maleki, Soheila Nadalian, Mohammad Mahdi Derakhshani, Mohamadamin Sadeghi
   Conference on Computer Vision and Pattern Recognition, 2018
8. "Instant sensitive measurement of Hg concentration using lab-on-a-phone colorimetry"
   samera Sajed, Khosro Vafaee Nejad, fatemh Arefi, Maryam Fathollahzadeh, Mohammadreza Kolahdouz, Mohamadamin Sadeghi, Mohammad Neshat
   European Materials Research Society 2018, 2018
9. "Local Visual Microphones: Improved Sound Extraction from Silent Video"
   Mohammad Amin Shabani, Laleh Samadfam, Mohamadamin Sadeghi
   British Machine Vision Conference 2017, 2017
10. "Remote Traffic Sign Retroreflectivity Assessment in Daytime Using High Dynamic Range Images"
    Vahid Balali, Mohamadamin Sadeghi, Mani Golparvar-fard
    Transportation Research Board Annual Meeting, 2017
11. "Characterizing Construction Equipment Activities in Long Video Sequences of Earthmoving Operations via Kinematic Features"
    Ruxiao Bao, Mohamadamin Sadeghi, Mani Golparvar-fard
    Construction Research Congress 2016, 2016