Publikasjoner og forskningsresultater
Vitenskapelige publikasjoner
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.
Westphal, Florian; Peretz-Andersson, Einav; Riveiro, Maria; Bach, Kerstin; Heintz, Fredrik (Red.).
14th Scandinavian Conference on Artificial Intelligence SCAI 2024, June 10-11, 2024, Jönköping, Sweden. s. 178-187.
Swedish Artificial Intelligence Society.
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.
Ogul, Hasan; Aamodt, Jonas Moræus; Misra, Sanjay; Kjølerbakken, Kai Morgan (Red.).
2024 4th International Conference on Applied Artificial Intelligence (ICAPAI). s. 1-1.
IEEE (Institute of Electrical and Electronics Engineers).
https://doi.org/10.1109/ICAPAI61893.2024.10541216
Sorano, Ruslan
;
Ripon, Kazi Shah Nawaz
; Magnusson, Lars Vidar
(2024).
Multi-Objective Evolutionary Optimization for Tuning Hyperparameters and Reducing Features in Prediction of Deep Vein Thrombosis.
Xue, Bing (Red.).
2024 IEEE Congress on Evolutionary Computation (CEC).
IEEE (Institute of Electrical and Electronics Engineers).
https://doi.org/10.1109/CEC60901.2024.10612191
Sorano, Ruslan
;
Ripon, Kazi Shah Nawaz
; Magnusson, Lars Vidar
(2023).
Evolutionary Multi-objective Optimization of Hyperparameters for Decision Support in Healthcare.
Kulkarni, Anand J; Gandomi, Amir H. (Red.).
Handbook of Formal Optimization.
Springer Nature.
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).
https://doi.org/10.1007/978-3-031-10548-7_21
