Majid Sohrabi

Lecturer, Research Assistant,  HSE University (click here )


Bio: Majid Sohrabi received his B.Sc. in Computer Science at the Department of Computer Science at the University of Science and Technology of Mazandaran in 2017, and his M.Sc. in Data Science at the Department of Data Analysis and Artificial Intelligence at the National Research University Higher School of Economics, Moscow in 2022. He is an instructor and research assistant at the Faculty of Computer Science in the Department of Data Analysis and Artificial Intelligence and Laboratory for Models and Methods of Computational Pragmatics at HSE University, respectively. His research interests include Medical Data Analysis, Data Analysis in Healthcare, Data Mining, Machine Learning, and  Deep Learning.


Recent News:

[October 12, 2022] Supervision of students in Term Papers and Thesis are available. HSE M.Sc. and B.Sc. students are welcome to contact me.

[September 1, 2022] I will be joining the Faculty of Computer Science at HSE University as an instructor.





Education.

2020 - 2022

MSc in Data Science, National Research University Higher School of Economics


- Term Paper: "Globally Optimal Decision Algorithms for Machine Learning", Supervisor: Prof. Oleg Pianykh

- Thesis: "Physics-Informed Neural Networks for Medical Diagnostics", Supervisor: Prof. Vasiili Gromov

2013 - 2017

BSc in Computer Science, University of Science and Technology of Mazandaran





Research.

Bifurcation Informed Neural Networks: Phlebology Application





Multi-Model Methods for Drug-Drug Interaction Extraction using Textual and Structural Data





Genetic Engineering Algorithm (GEA), a Modified Version of Genetic Algorithm





Selected Publication.

[1Vasilii A. Gromov, Ekaterina Zvorykina, Yurii Beschastnov, Majid Sohrabi (2023) "Data-Driven Approach for Identifying Functional State of Hemodialysis Fistulas: Entropy-Complexity and Formal Concept Analysis", The 11th International Conference on Analysis of Image, Social Networks and Texts, American University of Armenia, Yerevan, Armenia.

[2Majid Sohrabi, Amir M. Fathollahi-Fard, Vasilii A. Gromov (2023) "Genetic Engineering Algorithm (GEA): An Efficient Metaheuristic Algorithm for Solving Combinatorial Optimization Problem", XXV International Conference Data Analytics and Management in Data Intensive Domain, HSE University, Moscow.

[3Majid Sohrabi, Ilia Abolhasani, Mostafa Hajiaghaei-Keshteli (2017) "Solving the Allocation of Customers to Potential Distribution Centers in Supply Chain Networks by GA, KA, SA", The 10th International Conference of Iranian Operations Research Society, University of Babolsar, Babolsar, Iran.

[4]  Malihe Danesh, Ilia Abolhasani, Majid Sohrabi (2018) "Using Improved ANFIS Based Whale Optimization Algorithm for SmartPhone Malware Detection", The 5th International Conference Electrical Engineering and Computer with Emphasis on Native Knowledge, Allameh Tabatabai University, Tehran, Iran. (In Persian)




Teaching.

Winter 2024


Fall 2023


Fall 2022


Winter 2023


Previously Taught


Contact.

Mail:

msohrabi [at]  hse [dot] ru


Phone:

+7 (929) ***-**-**


Address:

Room S940, 11 Pokrovsky Bulvar, Pokrovka Complex, Moscow, Russia.