Fields of study
Subject areas
Computer science Machine learning Robotics Intelligent systems Combinatorial Optimization Bio Inspired Algorithms Artificial Intelligence Multi-Objective Optimization Deep learning Artificial Neural Networks Quantum computing
Publications and research
Scientific publications
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 (Ed.).
2024 IEEE Congress on Evolutionary Computation (CEC).
IEEE conference proceedings.
https://doi.org/10.1109/CEC60901.2024.10612191
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 (Ed.). 14th Scandinavian Conference on Artificial Intelligence SCAI 2024, June 10-11, 2024, Jönköping, Sweden. p. 178-187. Swedish Artificial Intelligence Society. https://doi.org/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 (Ed.).
2024 4th International Conference on Applied Artificial Intelligence (ICAPAI). p. 1-
IEEE conference proceedings.
https://doi.org/10.1109/ICAPAI61893.2024.10541216
Ripon, Kazi Shah Nawaz
; Singh, Ashay
(2023).
Quantum Representation Based Job Shop Scheduling.
Yu, Wen (Ed.).
2023 IEEE Symposium Series on Computational Intelligence (SSCI). p. 1227-1233.
IEEE conference proceedings.
https://doi.org/10.1109/SSCI52147.2023.10371799
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. (Ed.).
Handbook of Formal Optimization.
Springer Nature.
https://doi.org/https://doi.org/10.1007/978-981-19
Mukherjee, Arnab;
Ripon, Kazi Shah Nawaz
; Ershad Ali, Lasker; Islam, Md. Zahidul; Mamun-Al-Imran, G. M.
(2022).
Image Gradient Based Iris Recognition for Distantly Acquired Face Images using Distance Classifiers.
Gervasi, Osvaldo; Murgante, Beniamino; Misra, Sanjay; Rocha, Ana Maria A.C.; Garau, Chiara (Ed.).
Computational Science and Its Applications – ICCSA 2022 Workshops, Part V. p. 239-252.
Springer Nature.
https://doi.org/10.1007/978-3-031-10548-7_18
Wisløff, Erling Harald; Aarsnes, Marius;
Ripon, Kazi Shah Nawaz
; Haddow, Pauline
(2022).
Extending the Push and Pull Search Framework with Boundary Search for Constrained Multi-Objective Optimization.
Fieldsend, Jonathan E (Ed.).
GECCO '22: Proceedings of the Genetic and Evolutionary Computation Conference Companion. p. 367-370.
Association for Computing Machinery (ACM).
https://doi.org/10.1145/3520304.3528950
Issa, Razin Bin; Das, Modhumonty; Rahman, Md. Saferi; Barua, Monika; Rhaman, Md. Khalilur;
Ripon, Kazi Shah Nawaz
; Alam, Md Golam Rabiul
(2021).
Double Deep Q-Learning and Faster R-CNN-Based Autonomous Vehicle Navigation and Obstacle Avoidance in Dynamic Environment.
24 p.
Sensors.
Vol. 21.
https://doi.org/10.3390/s21041468
Colomo-Palacios, Ricardo;
Ripon, Kazi Shah Nawaz
(2021).
Proceedings of the International Conference on Applied Artificial Intelligence (ICAPAI) 2021.
ISBN: 978-1-7281-5934-8.
120 p.
IEEE conference proceedings.
https://doi.org/10.1109/ICAPAI49758.2021
Ripon, Kazi Shah Nawaz
; Ali, Lasker Ershad; Siddique, Nazmul; Ma, Jinwen
(2019).
Convolutional Neural Network based Eye Recognition from Distantly Acquired Face Images for Human Identification.
Jayne, Chrisina; Somogyvári, Zoltán (Ed.).
2019 International Joint Conference on Neural Networks (IJCNN) .
IEEE (Institute of Electrical and Electronics Engineers).
https://doi.org/10.1109/IJCNN.2019.8852190
