Ruslan Sorano

Norwegian version of this page Faculty of Computer Science, Engineering and Economics
Norwegian version of this page Position
Doctoral Research Fellow
Contact
ruslan.sorano@hiof.no
Study place
Halden
Office nr.
D1-020

Academic interests

  • Machine learning
  • Deep learning
  • Image recognition

Courses taught

ITD00715 Mathematics 2 (for TRESS and Y-veien) - Fall 2019/Spring 2020

Background

Master's in Applied Computer Science from Østfold University College (2018-2021).

M.Eng. (eq.) from National Research University of Electronic Technology (MIET).

Projects

Research groups

Publications

  • Sorano, Ruslan; Ripon, Kazi Shah Nawaz & Magnusson, Lars Vidar (2024). Evolutionary Optimization of Artificial Neural Networks and Tree-Based Ensemble Models for Diagnosing Deep Vein Thrombosis . In Westphal, Florian; Peretz-Andersson, Einav; Riveiro, Maria; Bach, Kerstin & Heintz, Fredrik (Ed.), 14th Scandinavian Conference on Artificial Intelligence - SCAI 2024. Swedish Artificial Intelligence Society. ISSN 978-91-8075-709-6. p. 178–187. doi: https:/doi.org/10.3384/ecp208020.
  • Sorano, Ruslan; Ripon, Kazi Shah Nawaz; Magnusson, Lars Vidar; Halstensen, Thor-David & Ghanima, Waleed (2024). Enhancing Deep Vein Thrombosis Diagnosis with Multi-Objective Evolutionary Algorithm and Machine Learning. In Ogul, Hasan; Aamodt, Jonas Moræus; Misra, Sanjay & Kjølerbakken, Kai Morgan (Ed.), 2024 4th International Conference on Applied Artificial Intelligence (ICAPAI). IEEE conference proceedings. ISSN 979-8-3503-4976-4. doi: 10.1109/ICAPAI61893.2024.10541216.
  • Sorano, Ruslan; Ripon, Kazi Shah Nawaz & Magnusson, Lars Vidar (2023). Evolutionary Multi-objective Optimization of Hyperparameters for Decision Support in Healthcare. In Kulkarni, Anand J & Gandomi, Amir H. (Ed.), Handbook of Formal Optimization. Springer Nature. ISSN 978-981-19-8851-6. doi: https:/doi.org/10.1007/978-981-19-8851-6_28-2.
  • Sorano, Ruslan; Magnusson, Lars Vidar & Abbas, Khurshid (2022). Comparing Effectiveness of Machine Learning Methods for Diagnosis of Deep Vein Thrombosis. Lecture Notes in Computer Science (LNCS). ISSN 0302-9743. p. 279–293. doi: 10.1007/978-3-031-10548-7_21.

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Published June 26, 2020 1:53 PM - Last modified Mar. 22, 2022 9:16 AM