- asieh.mofrad@uib.no
- Visitor address
-
HIB - Thormøhlens gate 55
5006 Bergen - Postal address
-
P.O. Box 7803NO-5020 BergenNorway
Follow me
Research
Asieh Abolpour Mofrad is a researcher in machine learning at the Informatics Department, UiB.
Currently, she is engaged in the Retail Fresh project, which addresses the issue of food waste, particularly in the retail sector. The project, in collaboration with Link Retail, aims to develop a scalable system based on machine learning to minimize the wastage of fresh goods while sustaining sales.
Previously, she served as a postdoctoral fellow at the Department of Global Public Health and Primary Care, UiB. As a member of the DRONE project (Drug Repurposing for NEurological diseases) at IGS, she applies cutting-edge machine learning techniques for in-depth analysis of Norwegian health registry data to develop innovative treatments for Parkinson's disease (PD).
Her educational journey has been dynamic, encompassing two distinctive Ph.D. pursuits. During her OsloMet Ph.D. program in Informatics Psychology (Jan. 2021), she engaged in a multidisciplinary exploration at the intersection of AI and psychology, which included the development of reinforcement learning agents for replicating brain function in a memory learning psychology experiment. Her UiB Ph.D. in informatics (Nov. 2021) focused on the design and development of auto-associative memories inspired by neural networks.
Publications
Academic article
- Romanowska, Julia; Bjørnevik, Kjetil Lauvland; Cortese, Marianna et al. (2023). Association between Use of Any of the Drugs Prescribed in Norway and the Subsequent Risk of Parkinson Disease: A Drug-wide Association Study. (external link)
- Abolpour Mofrad, Asieh; Yazidi, Anis; Abolpour Mofrad, Samaneh et al. (2021). Enhanced Equivalence Projective Simulation: A Framework for Modeling Formation of Stimulus Equivalence Classes. (external link)
- Abolpour Mofrad, Asieh; Abolpour Mofrad, Samaneh; Yazidi, Anis et al. (2021). On Neural Associative Memory Structures: Storage and Retrieval of Sequences in a Chain of Tournaments. (external link)
- Yazidi, Anis; Abolpour Mofrad, Asieh; Goodwin, Morten et al. (2020). Balanced difficulty task finder: an adaptive recommendation method for learning tasks based on the concept of state of flow. (external link)
- Abolpour Mofrad, Asieh; Yazidi, Anis; Hammer, Hugo Lewi et al. (2020). Equivalence Projective Simulation as a Framework for Modeling Formation of Stimulus Equivalence Classes. (external link)
- Abolpour Mofrad, Asieh; Yazidi, Anis; Hammer, Hugo Lewi (2019). On solving the SPL problem using the concept of probability flux. (external link)
- Abolpour Mofrad, Asieh; Parker, Matthew Geoffrey; Ferdosi, Zahra et al. (2016). Clique-based neural associative memories with local coding and precoding. (external link)
- Tadayon, Mohammad Hesam; Abolpour Mofrad, Asieh; Ferdosi, Zahra (2015). On the Burst Erasure Efficiency of Array LDPC Codes. (external link)
Academic lecture
- Romanowska, Julia; Bjørnevik, Kjetil; Cortese, Marianna et al. (2023). Drug-wide prospective study associates thirty-one drug classes with the risk of Parkinson’s disease. (external link)
- Abolpour Mofrad, Asieh; Ferdosi, Zahra; Parker, Matthew Geoffrey et al. (2015). Neural network associative memories with local coding. (external link)
Academic literature review
Academic chapter/article/Conference paper
- Hansen, Erik Aaron; Nichele, Stefano; Yazidi, Anis et al. (2018). Achieving Connectivity between Wide Areas Through Self-Organising Robot Swarms using Embodied Evolution. (external link)
- Abolpour Mofrad, Asieh; Yazidi, Anis; Hammer, Hugo Lewi (2017). Solving Stochastic Point Location Problem in a Dynamic Environment with Weak Estimation. (external link)